Supporting material for the article
A Robust Optimization Approach to the Next Release Problem in the Presence of Uncertainties
By Matheus Paixao, Jerffeson Souza
Optimization in Software Engineering Group (GOES.UECE)
November 2013 (last update: November 2013)
Abstract
The next release problem is a significant task in the iterative and incremental software development model, involving the selection of a set of
requirements to be included in the next software release. Given the dynamic environment in which modern software development occurs, the
uncertainties related to the input variables of this problem should be taken into account. In this context, this paper presents a formulation
to the next release problem considering the robust optimization framework, which enables the production of robust solutions. In order to measure the
“price of robustness”, which is the loss in solution quality due to robustness, a large empirical evaluation was executed over synthetical and
real-world instances. Several next release planning situations were considered, including different number of requirements, estimating skills and
interdependencies between requirements. All empirical results are consistent to show that the penalization with regard to solution quality is
relatively small. In addition, the proposed model’s behavior is statistically the same for all considered instances, which qualifies it to be applied
even in large-scale real-world software projects.
Keywords:
Next Release Problem,
Robust Optimization,
Search Based Software Engineering.
Instances
Synthetical Instances
The synthetical instances were generated with a different number of requirements, represented by
{50, 100, 150, 200, 250, 300, 350, 400, 450, 500}, respectively. Each instance has 2, 3 or 4 scenarios, randomly choosed. The probability of each
scenario was also defined at random. The requirements’ importance values can assume an integer between 1 and 10. The effort cost estimates
also vary from 1 to 10. Different cost variations strategies were considered. The cost variation was set to one of the following values
{10%, 20%, 30%, 40%, 50%}. A cost variation of 10% means that each cost variation is considered to be 10% of the respective requirement
estimated cost. A random approach was also introduced, where each requirement cost variation is independently generated as a random number
between 0 and 50% of the estimated cost. The precedence density between requirements assumes one of the following values {0, 10%, 20%}.
The precedence density indicates the percentage of requirements which will have precedence. In that case, the requirement will have, as
precedents, between 1 and 5% of other requirements, which is established randomly. All possible next release planning aspects described above
(number of requirements, cost variation strategy and precedence density) were combined, resulting in a set with 180 synthetical instances. The
synthetical instances names are in the format I_S_R_C_P, where R represents the number of requirements, C indicates the cost variation strategy
and P denotes the precedence density.
Real-world Instances
The real-world instances were adapted from Xuan et al . In
that paper, the instances to the NRP were extracted from bug repositories of three big open source projects, including Eclipse (a java integrated
development environment) and Mozilla (a set of web applications). A bug repository is a forum where users (end users, developers, testers, etc)
can report bugs related to the project. Each bug is then considered as a requirement. In this forum, one bug report may be commented by many
users. Each requirement importance value is then calculated as the number of users that commented on that particular bug report, which represents
the only possible scenario. In addition, the bug severity is mapped to the requirement cost estimate. Both the requirement’s importance and cost
are normalized to fall into the 1 to 10 interval. Several instances were extracted from each bug repository. They are composed only by the most
important requirements. The number of requirements of the real-world instances are {20, 50, 100, 150, 200}, respectively. Regarding the cost
variation, the same strategies used in the synthetical instances were also applied to the real ones. Since bugs are usually independent from each
other, there is no precedence relationships in the real instances. Therefore, the combination of the possible aspects of the real instances, such
as bug repositories, number of requirements and cost variation strategies, resulted in 60 real-world NRP instances. The real instances names are
in the format I_Re_P_R_C, where P represents the project (E for Eclipse and M for Mozilla), R is the number of requirements and C is the cost
variation strategy.
Source Code
The source code used in the empirical study can be downloaded by clicking here .
https://github.com/mhepaixao/metahframe
Empirical Study Results
Genetic Algorithm Fitness Value Results for the Synthetical Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_50_10_0
247.18 ± 2.37
245.93 ± 1.69
244.34 ± 2.42
243.08 ± 1.79
240.93 ± 2.02
240.08 ± 1.79
239.14 ± 1.47
237.88 ± 2.22
237.64 ± 2.21
236.3 ± 2.06
235.41 ± 2.31
235.29 ± 2.1
234.13 ± 2.52
234.15 ± 2.22
233.38 ± 2.52
233.64 ± 2.23
233.7 ± 2.48
233.71 ± 2.27
234.28 ± 2.31
233.84 ± 1.81
233.9 ± 2.21
I_50_10_10
225.64 ± 3.83
224.72 ± 3.59
222.73 ± 3.68
222.13 ± 3.61
219.27 ± 3.71
220.08 ± 2.91
217.17 ± 4.4
215.58 ± 4.49
214.43 ± 4.63
214.79 ± 4.38
214.51 ± 4.53
215.6 ± 3.73
213.77 ± 4.33
212.39 ± 4.52
213.72 ± 3.98
212.54 ± 4.69
213.26 ± 4.57
212.4 ± 4.83
212.03 ± 4.81
214.51 ± 3.52
214.08 ± 2.39
I_50_10_20
216.31 ± 5.88
209.34 ± 10.67
208.68 ± 4.47
211.87 ± 6.32
204.53 ± 8.34
208.9 ± 5.69
204.25 ± 5.84
201.87 ± 6.89
199.5 ± 3.9
202.39 ± 5.08
205.71 ± 5.56
203.33 ± 4.71
205.91 ± 4.28
197.03 ± 9.37
199.47 ± 4.93
200.66 ± 4.7
200.91 ± 6.15
201.16 ± 8.0
200.9 ± 4.87
202.84 ± 6.08
204.65 ± 6.46
I_50_20_0
247.43 ± 1.91
244.49 ± 1.74
241.03 ± 1.63
237.44 ± 1.85
235.04 ± 2.05
232.78 ± 2.21
229.88 ± 2.32
228.81 ± 1.91
226.82 ± 2.01
225.96 ± 2.43
224.34 ± 2.44
223.76 ± 2.28
223.46 ± 1.56
222.22 ± 2.18
222.33 ± 2.23
222.86 ± 2.15
222.27 ± 2.22
222.21 ± 2.65
222.07 ± 1.32
222.03 ± 2.78
223.03 ± 1.96
I_50_20_10
218.94 ± 3.96
217.13 ± 4.12
211.8 ± 3.86
211.64 ± 3.16
209.25 ± 2.83
206.88 ± 3.25
204.34 ± 4.2
201.77 ± 4.49
200.54 ± 4.43
201.39 ± 3.51
198.72 ± 2.37
197.93 ± 4.41
197.8 ± 1.84
198.15 ± 2.72
198.53 ± 2.7
197.42 ± 3.65
199.01 ± 3.64
198.75 ± 3.12
199.23 ± 3.23
197.64 ± 3.56
198.43 ± 3.03
I_50_20_20
194.01 ± 6.26
194.25 ± 6.19
193.4 ± 8.18
191.66 ± 3.51
190.8 ± 5.28
189.3 ± 6.02
187.23 ± 7.64
186.62 ± 5.76
182.03 ± 5.28
182.43 ± 7.38
180.59 ± 7.55
183.76 ± 5.32
181.54 ± 4.25
181.22 ± 4.24
183.11 ± 5.01
182.69 ± 4.4
176.75 ± 7.27
180.19 ± 4.62
180.09 ± 6.65
181.83 ± 9.55
184.5 ± 5.51
I_50_30_0
247.2 ± 1.88
242.79 ± 1.58
236.81 ± 2.23
233.69 ± 1.45
229.01 ± 1.75
224.57 ± 2.97
220.7 ± 2.95
219.56 ± 2.24
217.41 ± 2.38
214.97 ± 3.17
213.94 ± 2.56
213.57 ± 2.09
212.68 ± 1.86
212.21 ± 2.15
211.5 ± 2.58
212.43 ± 1.41
211.1 ± 2.29
211.78 ± 1.82
212.01 ± 2.03
211.45 ± 2.34
212.4 ± 1.9
I_50_30_10
229.25 ± 5.46
223.25 ± 5.16
222.0 ± 3.37
217.15 ± 3.39
212.36 ± 5.82
210.48 ± 2.77
205.29 ± 5.44
204.39 ± 3.41
203.95 ± 1.73
200.9 ± 5.88
197.56 ± 4.72
202.29 ± 3.66
199.94 ± 3.34
198.55 ± 4.44
198.36 ± 4.64
199.16 ± 3.42
200.86 ± 2.91
199.7 ± 2.05
197.82 ± 4.55
200.55 ± 3.06
199.03 ± 5.24
I_50_30_20
209.25 ± 5.62
206.48 ± 6.6
200.64 ± 7.31
197.46 ± 5.53
192.23 ± 6.42
190.49 ± 6.73
187.01 ± 4.36
182.24 ± 5.2
180.15 ± 6.56
179.97 ± 4.53
179.21 ± 4.94
178.04 ± 5.77
176.83 ± 4.6
177.47 ± 4.82
177.42 ± 5.31
177.69 ± 5.27
178.15 ± 3.78
178.23 ± 3.87
176.82 ± 4.91
178.93 ± 4.64
177.74 ± 5.52
I_50_40_0
247.49 ± 1.74
241.67 ± 2.06
232.48 ± 2.68
227.83 ± 2.75
221.91 ± 2.58
218.03 ± 1.77
213.1 ± 2.48
211.06 ± 2.27
208.0 ± 2.46
206.84 ± 2.06
205.13 ± 2.15
203.72 ± 2.72
203.44 ± 2.24
204.0 ± 1.59
202.03 ± 2.76
202.1 ± 2.82
203.4 ± 1.79
202.83 ± 2.36
202.59 ± 2.69
203.02 ± 2.2
202.94 ± 2.37
I_50_40_10
222.88 ± 5.29
217.55 ± 5.5
211.45 ± 5.39
207.11 ± 2.7
202.28 ± 5.34
195.55 ± 4.45
190.02 ± 8.69
190.2 ± 5.95
189.86 ± 5.86
187.14 ± 4.57
186.71 ± 5.08
187.31 ± 4.26
181.17 ± 7.16
186.25 ± 6.47
188.21 ± 3.7
183.4 ± 5.2
182.73 ± 7.05
183.48 ± 5.08
186.5 ± 5.37
185.4 ± 6.22
187.84 ± 3.98
I_50_40_20
198.24 ± 10.11
199.86 ± 5.77
193.28 ± 5.6
190.06 ± 6.34
185.93 ± 6.31
182.39 ± 5.88
177.7 ± 5.73
174.44 ± 6.28
174.5 ± 6.69
171.86 ± 8.33
171.04 ± 4.84
173.37 ± 5.42
173.15 ± 6.22
171.05 ± 5.39
171.58 ± 4.92
172.47 ± 6.1
170.83 ± 5.06
171.65 ± 5.54
171.28 ± 7.21
172.04 ± 5.36
171.83 ± 4.23
I_50_50_0
247.32 ± 1.71
239.98 ± 2.18
230.27 ± 2.26
223.88 ± 1.96
215.83 ± 2.08
210.76 ± 2.69
205.76 ± 2.16
203.87 ± 1.99
199.37 ± 2.8
198.34 ± 2.3
196.34 ± 2.33
194.8 ± 2.73
193.9 ± 2.8
194.58 ± 3.02
193.83 ± 2.12
194.18 ± 2.13
195.05 ± 2.41
194.24 ± 2.18
193.14 ± 2.47
194.02 ± 2.6
194.48 ± 2.19
I_50_50_10
235.23 ± 3.76
229.49 ± 3.86
219.31 ± 4.81
214.33 ± 3.42
205.01 ± 4.89
201.49 ± 4.0
197.45 ± 4.87
194.54 ± 5.34
191.02 ± 4.54
190.31 ± 4.05
189.27 ± 3.66
188.48 ± 4.01
188.2 ± 3.42
187.21 ± 3.66
186.59 ± 5.49
187.52 ± 3.82
185.9 ± 4.27
186.5 ± 4.23
186.93 ± 4.39
187.89 ± 3.51
187.64 ± 3.15
I_50_50_20
200.98 ± 11.1
197.5 ± 7.32
191.36 ± 10.05
185.16 ± 7.02
179.76 ± 5.27
178.49 ± 5.24
172.08 ± 5.3
168.89 ± 5.42
166.19 ± 7.2
167.96 ± 4.62
164.43 ± 6.77
163.74 ± 6.24
164.32 ± 5.45
166.44 ± 6.22
165.42 ± 5.13
162.11 ± 6.99
163.14 ± 7.56
164.7 ± 5.75
167.32 ± 5.49
163.88 ± 7.35
164.69 ± 6.05
I_50_random_0
247.09 ± 1.49
241.39 ± 2.22
236.02 ± 2.19
233.0 ± 1.86
228.44 ± 3.31
228.44 ± 2.77
225.73 ± 2.6
223.21 ± 3.14
221.58 ± 2.14
221.69 ± 1.48
220.03 ± 2.64
218.55 ± 2.96
218.58 ± 2.41
218.07 ± 2.77
218.35 ± 2.46
218.64 ± 2.37
218.65 ± 2.24
218.58 ± 2.43
218.33 ± 2.28
217.38 ± 3.13
219.02 ± 2.39
I_50_random_10
228.44 ± 3.72
224.03 ± 2.13
216.24 ± 3.78
215.22 ± 3.68
210.16 ± 4.42
209.37 ± 4.31
207.02 ± 3.96
206.51 ± 3.5
204.78 ± 3.78
204.2 ± 3.95
204.34 ± 3.73
204.1 ± 3.24
204.57 ± 2.3
201.96 ± 3.22
204.3 ± 3.37
203.68 ± 3.79
203.44 ± 3.51
203.99 ± 2.72
203.59 ± 2.91
203.58 ± 2.86
203.39 ± 3.7
I_50_random_20
212.89 ± 8.7
211.3 ± 7.43
206.83 ± 9.44
203.68 ± 4.81
200.19 ± 7.18
199.92 ± 5.87
197.63 ± 6.75
196.18 ± 7.21
194.36 ± 5.95
193.49 ± 6.01
192.4 ± 7.27
191.6 ± 5.7
193.74 ± 6.14
192.19 ± 7.68
194.2 ± 7.48
191.17 ± 8.34
194.02 ± 5.46
194.49 ± 5.89
193.31 ± 7.97
192.69 ± 7.23
191.55 ± 6.0
I_100_10_0
442.02 ± 1.77
438.73 ± 1.55
436.79 ± 1.24
433.89 ± 1.82
431.24 ± 2.03
429.7 ± 1.39
427.41 ± 2.21
425.55 ± 2.2
424.95 ± 1.77
423.56 ± 2.13
422.09 ± 2.07
422.07 ± 1.81
421.48 ± 2.14
421.1 ± 1.75
421.1 ± 1.91
421.02 ± 1.37
420.18 ± 2.04
420.04 ± 1.85
419.59 ± 2.06
419.52 ± 1.7
420.19 ± 1.72
I_100_10_10
415.9 ± 4.05
412.43 ± 4.37
409.44 ± 4.23
405.9 ± 4.89
404.62 ± 3.79
402.48 ± 4.24
401.0 ± 4.25
398.79 ± 4.31
396.44 ± 4.68
397.48 ± 3.46
396.69 ± 3.67
394.54 ± 4.32
394.34 ± 5.15
394.89 ± 3.47
393.89 ± 4.34
393.67 ± 2.77
393.93 ± 3.3
394.61 ± 4.06
394.0 ± 3.83
394.31 ± 4.19
394.21 ± 3.89
I_100_10_20
418.51 ± 7.34
417.52 ± 5.13
413.22 ± 8.69
409.55 ± 4.04
413.43 ± 4.61
410.3 ± 5.27
406.1 ± 4.92
406.56 ± 6.66
402.81 ± 5.77
397.79 ± 6.41
398.94 ± 8.34
401.25 ± 8.29
402.2 ± 6.68
401.66 ± 7.66
398.3 ± 6.97
398.72 ± 9.4
399.22 ± 5.05
398.83 ± 8.56
401.18 ± 6.56
399.4 ± 6.21
398.77 ± 5.99
I_100_20_0
441.84 ± 1.86
436.07 ± 1.82
430.65 ± 1.44
425.87 ± 1.72
420.54 ± 2.28
417.1 ± 1.85
413.95 ± 2.71
410.07 ± 2.18
408.3 ± 2.06
406.69 ± 2.06
404.88 ± 2.73
403.52 ± 2.33
402.74 ± 2.45
402.69 ± 1.99
401.95 ± 1.96
401.66 ± 2.46
402.07 ± 1.75
402.03 ± 1.97
401.37 ± 1.92
401.49 ± 2.29
401.57 ± 2.16
I_100_20_10
417.65 ± 6.06
415.39 ± 4.48
406.5 ± 5.72
404.23 ± 5.74
397.37 ± 9.06
392.59 ± 7.72
391.01 ± 8.2
386.75 ± 7.19
384.4 ± 6.27
388.05 ± 3.92
380.83 ± 6.01
382.11 ± 3.41
381.99 ± 6.37
378.11 ± 5.15
383.93 ± 5.08
381.27 ± 4.79
379.06 ± 3.94
382.67 ± 5.73
382.68 ± 6.73
383.16 ± 4.59
382.07 ± 5.72
I_100_20_20
394.69 ± 5.89
386.73 ± 4.93
384.54 ± 5.47
376.55 ± 5.12
370.7 ± 4.7
367.93 ± 4.12
365.12 ± 4.66
360.51 ± 4.66
359.25 ± 4.46
358.22 ± 2.74
356.77 ± 3.75
357.58 ± 4.02
352.37 ± 4.32
355.49 ± 2.71
352.0 ± 6.84
354.86 ± 3.84
357.99 ± 2.03
354.18 ± 2.6
353.2 ± 3.26
351.65 ± 4.13
356.72 ± 5.06
I_100_30_0
442.37 ± 1.58
433.36 ± 1.46
424.63 ± 2.33
416.95 ± 2.53
411.2 ± 1.76
405.72 ± 2.88
401.17 ± 2.47
396.42 ± 2.67
392.49 ± 2.81
390.61 ± 2.01
388.68 ± 2.08
386.95 ± 2.66
386.42 ± 2.59
386.2 ± 2.26
384.88 ± 2.68
385.56 ± 1.85
385.22 ± 2.43
385.04 ± 2.37
385.55 ± 2.01
385.33 ± 1.78
384.8 ± 2.54
I_100_30_10
408.09 ± 4.19
399.82 ± 3.21
390.79 ± 4.67
383.45 ± 3.55
376.83 ± 3.9
371.31 ± 4.83
367.22 ± 3.97
363.87 ± 3.42
360.25 ± 4.36
357.92 ± 3.6
354.47 ± 3.88
355.19 ± 4.21
354.21 ± 3.8
353.61 ± 3.85
354.91 ± 4.29
352.84 ± 4.07
352.82 ± 3.33
354.02 ± 3.81
353.01 ± 3.62
352.93 ± 3.48
354.6 ± 4.07
I_100_30_20
359.64 ± 7.89
356.85 ± 8.52
351.03 ± 7.21
344.29 ± 8.3
342.43 ± 5.99
335.17 ± 7.88
329.53 ± 7.52
326.2 ± 9.63
325.45 ± 6.44
323.49 ± 6.64
320.01 ± 7.18
320.18 ± 6.36
320.1 ± 6.97
322.0 ± 6.88
318.53 ± 8.07
319.02 ± 6.36
319.15 ± 7.15
320.09 ± 6.82
318.45 ± 6.41
318.73 ± 7.48
321.16 ± 7.52
I_100_40_0
441.27 ± 1.69
430.09 ± 1.26
418.81 ± 1.72
408.89 ± 1.98
401.2 ± 2.55
393.67 ± 2.87
387.75 ± 3.35
382.37 ± 2.61
379.08 ± 2.3
376.12 ± 3.1
373.75 ± 3.35
372.64 ± 2.28
371.29 ± 2.83
370.82 ± 2.29
369.77 ± 2.56
370.47 ± 2.17
369.28 ± 2.42
370.14 ± 2.84
370.57 ± 2.26
368.99 ± 3.58
370.91 ± 2.52
I_100_40_10
409.51 ± 6.52
398.86 ± 5.24
384.67 ± 5.83
378.4 ± 6.21
368.95 ± 5.11
360.73 ± 6.15
357.14 ± 6.24
349.31 ± 7.91
348.18 ± 8.31
346.53 ± 5.74
342.81 ± 5.47
344.61 ± 5.26
341.22 ± 4.81
342.25 ± 5.52
342.08 ± 4.63
339.64 ± 5.72
341.53 ± 5.93
341.79 ± 5.67
341.48 ± 5.19
341.42 ± 5.6
341.83 ± 4.72
I_100_40_20
413.77 ± 5.27
405.67 ± 3.83
391.83 ± 6.1
384.65 ± 5.36
373.03 ± 4.44
361.44 ± 4.58
356.86 ± 6.62
352.37 ± 6.63
353.73 ± 7.17
346.52 ± 4.62
345.09 ± 5.34
345.87 ± 4.43
340.64 ± 3.67
344.9 ± 4.76
346.27 ± 4.44
341.35 ± 5.38
343.66 ± 7.53
346.17 ± 3.93
345.76 ± 4.2
345.05 ± 6.58
341.66 ± 4.81
I_100_50_0
441.83 ± 1.58
427.26 ± 1.74
413.76 ± 2.32
401.98 ± 2.31
391.04 ± 2.65
382.4 ± 2.87
374.71 ± 2.81
369.79 ± 2.81
364.9 ± 2.31
362.65 ± 3.64
360.33 ± 3.29
358.68 ± 3.17
358.14 ± 2.45
357.45 ± 2.79
357.05 ± 2.57
356.97 ± 2.31
358.12 ± 2.92
357.17 ± 2.42
358.17 ± 2.38
356.99 ± 2.66
357.97 ± 1.48
I_100_50_10
416.29 ± 4.12
400.58 ± 3.98
388.81 ± 3.62
374.14 ± 5.62
365.42 ± 5.49
356.31 ± 5.78
351.63 ± 4.82
344.07 ± 4.78
339.11 ± 6.37
336.56 ± 6.19
336.98 ± 4.12
332.99 ± 6.26
333.93 ± 4.92
333.52 ± 7.03
334.45 ± 5.77
333.38 ± 6.5
335.04 ± 5.64
334.32 ± 5.22
335.03 ± 5.62
334.23 ± 5.87
333.23 ± 6.63
I_100_50_20
376.28 ± 8.2
366.01 ± 7.55
353.54 ± 7.54
342.79 ± 8.0
332.42 ± 5.85
323.63 ± 7.82
317.16 ± 7.8
311.11 ± 7.93
309.33 ± 7.06
306.03 ± 7.56
306.78 ± 8.98
304.46 ± 6.68
307.4 ± 7.46
304.6 ± 5.29
302.16 ± 7.4
305.2 ± 8.65
305.64 ± 6.76
306.08 ± 7.61
305.05 ± 7.91
306.35 ± 6.94
306.92 ± 7.06
I_100_random_0
442.24 ± 1.31
429.84 ± 1.76
419.74 ± 1.76
412.87 ± 2.02
408.07 ± 2.01
404.49 ± 2.09
402.37 ± 2.27
399.83 ± 2.34
399.55 ± 2.66
397.67 ± 2.46
397.28 ± 2.54
396.88 ± 2.34
396.45 ± 2.35
396.25 ± 2.24
396.06 ± 2.42
396.26 ± 2.42
396.06 ± 2.05
395.87 ± 2.19
396.31 ± 2.73
396.06 ± 3.15
396.21 ± 2.24
I_100_random_10
416.99 ± 6.37
406.33 ± 5.18
398.56 ± 6.32
395.79 ± 6.37
392.74 ± 5.55
388.91 ± 5.38
388.46 ± 4.35
386.53 ± 5.89
384.67 ± 5.76
380.58 ± 6.55
379.62 ± 7.06
381.13 ± 5.64
380.84 ± 6.09
378.72 ± 6.09
379.58 ± 4.94
380.43 ± 6.78
378.74 ± 7.25
380.56 ± 5.18
378.12 ± 6.87
377.92 ± 5.12
381.14 ± 4.77
I_100_random_20
377.12 ± 9.24
361.08 ± 10.68
356.25 ± 10.8
349.15 ± 9.15
345.43 ± 10.98
341.48 ± 9.69
341.96 ± 6.86
338.3 ± 9.28
336.43 ± 7.78
335.99 ± 10.0
336.91 ± 9.38
336.68 ± 8.58
335.42 ± 8.33
336.1 ± 9.96
334.97 ± 6.57
335.77 ± 9.69
338.81 ± 6.07
335.78 ± 7.47
336.12 ± 8.4
335.36 ± 10.0
338.97 ± 10.12
I_150_10_0
726.53 ± 2.6
722.28 ± 2.91
718.86 ± 2.54
716.71 ± 2.54
713.35 ± 2.81
711.83 ± 2.95
709.97 ± 2.09
707.55 ± 2.51
705.06 ± 2.52
704.52 ± 2.34
703.17 ± 2.46
702.72 ± 2.66
700.49 ± 3.55
699.32 ± 2.94
698.73 ± 3.39
699.02 ± 2.46
698.24 ± 2.96
699.48 ± 2.53
699.14 ± 2.4
699.03 ± 2.68
699.03 ± 2.76
I_150_10_10
649.45 ± 7.62
646.85 ± 9.22
645.85 ± 6.93
639.97 ± 9.65
638.43 ± 7.65
636.97 ± 7.38
633.85 ± 7.89
633.91 ± 7.61
634.4 ± 8.27
629.81 ± 6.61
627.71 ± 8.62
630.55 ± 6.75
628.34 ± 7.79
628.84 ± 8.29
629.35 ± 6.45
625.9 ± 7.06
628.28 ± 6.04
630.35 ± 6.21
626.24 ± 7.65
628.3 ± 7.99
628.43 ± 8.29
I_150_10_20
593.94 ± 12.91
600.45 ± 15.57
599.74 ± 13.29
598.77 ± 15.75
594.87 ± 14.38
593.67 ± 8.16
593.11 ± 8.4
583.12 ± 14.2
591.15 ± 7.44
595.44 ± 7.69
582.7 ± 14.97
586.48 ± 15.85
592.26 ± 13.75
588.11 ± 16.18
587.35 ± 8.31
589.28 ± 8.71
585.13 ± 13.25
578.1 ± 13.92
586.51 ± 13.87
590.13 ± 13.06
589.83 ± 10.3
I_150_20_0
726.16 ± 1.94
719.91 ± 1.63
711.66 ± 2.75
706.85 ± 2.71
700.24 ± 3.85
697.17 ± 3.03
691.78 ± 3.21
688.51 ± 2.71
684.1 ± 3.09
682.16 ± 2.85
680.41 ± 2.89
677.31 ± 3.35
675.89 ± 3.46
675.15 ± 3.57
673.87 ± 2.58
674.43 ± 2.89
674.72 ± 3.66
673.35 ± 3.25
673.94 ± 2.97
673.68 ± 4.37
673.55 ± 2.27
I_150_20_10
695.41 ± 8.02
684.93 ± 8.05
676.95 ± 10.91
672.29 ± 9.12
664.2 ± 10.31
662.48 ± 5.83
657.27 ± 8.75
652.65 ± 8.6
642.94 ± 11.52
641.6 ± 16.02
645.67 ± 7.57
642.33 ± 5.53
637.98 ± 8.8
639.09 ± 8.46
639.46 ± 7.09
643.76 ± 5.42
638.92 ± 8.7
636.29 ± 6.33
644.69 ± 8.41
640.48 ± 8.93
636.75 ± 8.26
I_150_20_20
650.77 ± 7.03
640.83 ± 8.17
635.18 ± 9.68
630.19 ± 8.1
626.19 ± 8.6
617.97 ± 10.85
620.51 ± 7.04
610.59 ± 8.75
607.71 ± 8.22
604.66 ± 8.63
605.91 ± 8.55
604.88 ± 7.42
600.74 ± 8.02
598.69 ± 9.62
601.54 ± 8.37
600.67 ± 7.7
601.56 ± 9.42
600.37 ± 8.56
602.63 ± 6.99
600.23 ± 7.05
600.08 ± 8.72
I_150_30_0
725.96 ± 2.48
713.99 ± 2.63
705.7 ± 1.78
697.34 ± 3.46
687.45 ± 2.48
681.28 ± 3.4
675.98 ± 2.68
669.05 ± 3.67
663.87 ± 3.09
659.55 ± 3.81
657.53 ± 2.67
653.68 ± 3.53
652.83 ± 2.75
650.48 ± 3.17
649.99 ± 3.8
649.4 ± 3.44
649.93 ± 2.92
648.63 ± 3.7
649.64 ± 2.82
649.15 ± 4.3
650.31 ± 3.0
I_150_30_10
670.01 ± 6.96
658.64 ± 8.94
647.4 ± 6.07
639.62 ± 5.57
632.31 ± 7.0
628.03 ± 7.21
623.74 ± 7.03
617.25 ± 4.5
613.58 ± 6.03
609.35 ± 10.14
607.81 ± 6.22
602.13 ± 9.0
604.44 ± 5.49
600.25 ± 4.01
599.28 ± 6.77
601.49 ± 9.71
599.7 ± 5.65
598.95 ± 4.71
602.26 ± 5.15
599.44 ± 8.88
599.99 ± 5.25
I_150_30_20
630.14 ± 10.02
622.27 ± 7.64
610.23 ± 8.32
603.56 ± 8.63
597.31 ± 5.07
590.21 ± 10.18
584.34 ± 7.18
579.09 ± 8.08
576.57 ± 7.3
575.15 ± 7.03
568.71 ± 8.39
569.97 ± 9.24
567.24 ± 9.44
566.82 ± 8.62
567.32 ± 9.0
564.56 ± 7.41
565.07 ± 6.37
566.46 ± 10.05
567.42 ± 7.38
566.95 ± 9.41
568.63 ± 8.28
I_150_40_0
726.51 ± 1.93
711.4 ± 2.58
697.72 ± 2.71
687.14 ± 3.02
674.88 ± 3.25
666.27 ± 4.11
658.7 ± 2.3
650.84 ± 3.11
642.9 ± 3.29
639.0 ± 2.77
635.95 ± 3.18
631.34 ± 3.3
629.83 ± 4.44
628.54 ± 3.57
627.39 ± 3.05
627.17 ± 2.88
626.86 ± 4.13
628.46 ± 2.29
628.12 ± 3.4
627.34 ± 3.18
627.35 ± 3.2
I_150_40_10
671.38 ± 4.85
657.63 ± 7.62
639.85 ± 5.22
633.36 ± 5.3
623.89 ± 6.2
621.02 ± 3.64
608.64 ± 8.35
601.46 ± 5.55
596.16 ± 3.65
592.63 ± 8.81
589.67 ± 3.59
585.18 ± 5.51
585.15 ± 6.27
583.52 ± 4.94
585.51 ± 7.39
581.46 ± 7.06
582.11 ± 7.48
584.95 ± 4.43
581.28 ± 6.05
588.38 ± 5.71
585.77 ± 5.07
I_150_40_20
670.82 ± 6.24
651.89 ± 5.43
638.32 ± 10.48
632.49 ± 5.2
621.21 ± 6.3
613.87 ± 5.14
603.43 ± 8.09
597.09 ± 8.15
595.54 ± 3.37
589.62 ± 7.41
586.35 ± 8.04
584.4 ± 5.63
583.9 ± 7.29
580.71 ± 12.73
583.3 ± 9.62
581.72 ± 9.59
579.61 ± 9.49
582.99 ± 3.87
577.59 ± 7.92
580.39 ± 10.62
581.96 ± 6.97
I_150_50_0
725.6 ± 2.34
708.2 ± 2.95
691.85 ± 2.5
676.17 ± 2.93
663.12 ± 4.01
651.0 ± 3.32
639.69 ± 3.34
630.85 ± 4.52
624.16 ± 3.67
618.31 ± 3.43
613.63 ± 3.64
610.6 ± 3.99
608.51 ± 3.82
606.46 ± 3.05
605.91 ± 3.72
606.71 ± 3.46
605.93 ± 2.99
607.76 ± 3.11
606.15 ± 3.65
605.39 ± 4.44
606.36 ± 3.12
I_150_50_10
687.71 ± 8.36
667.8 ± 7.62
656.44 ± 6.99
641.87 ± 10.91
628.94 ± 8.6
612.47 ± 8.04
606.65 ± 7.0
605.04 ± 5.29
596.57 ± 4.97
590.02 ± 5.3
586.72 ± 7.59
581.93 ± 6.73
581.23 ± 5.27
581.81 ± 5.71
576.0 ± 5.13
581.38 ± 4.66
580.24 ± 6.88
578.02 ± 6.67
581.55 ± 4.13
577.77 ± 5.2
578.31 ± 8.17
I_150_50_20
641.17 ± 11.19
623.35 ± 8.25
605.2 ± 9.93
596.0 ± 8.71
580.04 ± 5.75
570.8 ± 12.85
560.5 ± 8.6
558.34 ± 8.45
551.04 ± 8.45
545.95 ± 8.8
539.4 ± 7.73
540.54 ± 11.23
545.35 ± 5.69
541.74 ± 7.49
539.27 ± 8.7
537.92 ± 7.97
540.61 ± 6.07
542.35 ± 10.92
538.62 ± 5.22
543.84 ± 7.98
543.13 ± 6.97
I_150_random_0
726.33 ± 2.25
712.35 ± 2.25
701.62 ± 2.5
693.92 ± 2.86
685.36 ± 2.74
679.74 ± 2.24
673.69 ± 3.85
669.52 ± 3.66
666.67 ± 3.43
664.39 ± 3.1
662.8 ± 3.35
661.28 ± 3.77
660.72 ± 3.43
660.16 ± 3.09
659.85 ± 3.48
659.49 ± 3.17
659.67 ± 3.18
659.27 ± 3.29
660.31 ± 2.96
660.93 ± 3.22
658.91 ± 4.33
I_150_random_10
704.01 ± 3.07
689.12 ± 7.83
683.89 ± 3.78
673.31 ± 4.26
666.7 ± 7.37
665.38 ± 3.23
655.71 ± 4.57
652.14 ± 4.25
651.52 ± 7.23
646.61 ± 4.72
644.37 ± 5.1
643.88 ± 6.58
645.89 ± 5.54
643.47 ± 5.2
641.89 ± 3.7
643.56 ± 5.79
643.7 ± 5.28
643.43 ± 5.32
644.47 ± 5.17
644.93 ± 6.47
645.61 ± 4.39
I_150_random_20
649.16 ± 12.19
636.53 ± 12.28
625.48 ± 10.59
616.23 ± 9.38
611.9 ± 10.91
606.64 ± 12.43
602.76 ± 10.0
599.15 ± 9.83
599.04 ± 8.06
593.62 ± 11.63
594.2 ± 6.03
593.02 ± 11.67
593.22 ± 8.39
595.15 ± 7.57
588.31 ± 10.78
590.48 ± 8.62
591.93 ± 7.79
593.64 ± 8.26
591.09 ± 9.48
593.99 ± 8.97
593.1 ± 10.48
I_200_10_0
954.89 ± 1.41
947.56 ± 2.15
942.07 ± 2.64
937.71 ± 2.26
932.8 ± 1.78
927.9 ± 2.21
924.52 ± 1.92
920.27 ± 2.42
917.26 ± 2.25
914.72 ± 2.02
911.59 ± 2.71
909.22 ± 2.69
907.25 ± 2.03
906.14 ± 2.83
905.24 ± 2.72
905.34 ± 2.63
905.31 ± 2.31
906.03 ± 2.02
905.23 ± 1.84
904.46 ± 2.82
904.86 ± 2.43
I_200_10_10
897.0 ± 10.46
886.34 ± 7.2
882.53 ± 9.34
887.34 ± 7.61
873.42 ± 7.65
870.54 ± 5.84
867.67 ± 6.27
865.5 ± 13.98
861.55 ± 10.37
859.49 ± 7.65
859.97 ± 4.94
856.39 ± 8.91
852.33 ± 7.16
851.14 ± 9.17
848.47 ± 9.04
854.37 ± 6.87
849.7 ± 6.32
853.8 ± 4.47
854.96 ± 9.35
843.08 ± 10.81
852.09 ± 6.42
I_200_10_20
863.94 ± 9.35
856.21 ± 8.38
852.86 ± 11.28
846.85 ± 8.26
842.06 ± 7.36
845.28 ± 9.08
837.38 ± 10.06
833.78 ± 9.96
828.39 ± 9.71
826.82 ± 9.32
822.46 ± 10.19
822.74 ± 9.91
823.63 ± 7.4
820.74 ± 11.34
819.32 ± 10.47
822.78 ± 7.92
821.38 ± 6.11
819.98 ± 9.2
822.29 ± 9.54
818.15 ± 12.02
821.69 ± 7.53
I_200_20_0
954.5 ± 1.84
941.67 ± 2.0
930.92 ± 2.32
920.33 ± 2.51
910.14 ± 2.59
901.3 ± 3.26
893.7 ± 3.11
886.6 ± 2.25
880.53 ± 3.71
876.0 ± 2.77
870.0 ± 3.22
866.14 ± 3.26
864.71 ± 3.08
861.18 ± 2.2
860.46 ± 2.78
860.11 ± 2.06
861.73 ± 2.7
859.84 ± 3.81
860.46 ± 3.43
861.35 ± 3.85
860.62 ± 2.71
I_200_20_10
892.27 ± 7.05
875.87 ± 5.86
868.51 ± 9.9
862.44 ± 7.85
850.83 ± 9.36
845.71 ± 6.5
832.04 ± 8.27
830.47 ± 3.68
821.17 ± 8.63
817.47 ± 5.08
816.34 ± 4.24
811.12 ± 9.81
809.99 ± 7.81
808.83 ± 6.51
808.46 ± 7.19
809.95 ± 4.19
804.58 ± 9.5
807.84 ± 6.13
808.8 ± 6.34
805.65 ± 8.47
806.58 ± 7.86
I_200_20_20
830.01 ± 7.07
818.86 ± 10.97
813.38 ± 11.42
800.82 ± 13.24
795.78 ± 13.45
787.11 ± 8.56
783.67 ± 6.21
776.05 ± 7.78
764.76 ± 7.57
763.42 ± 11.39
757.5 ± 11.54
752.88 ± 12.27
757.71 ± 6.66
757.5 ± 9.81
756.49 ± 9.81
757.43 ± 7.71
750.66 ± 13.07
751.6 ± 7.94
750.9 ± 6.08
758.04 ± 10.5
753.39 ± 10.78
I_200_30_0
954.44 ± 1.96
935.49 ± 2.17
917.81 ± 2.79
902.64 ± 2.54
888.72 ± 3.0
876.08 ± 3.38
865.41 ± 3.06
855.97 ± 2.95
847.79 ± 2.94
839.33 ± 3.1
831.9 ± 3.41
829.87 ± 2.37
824.87 ± 2.88
822.39 ± 3.85
822.06 ± 3.06
823.03 ± 3.04
822.13 ± 3.47
822.42 ± 3.09
822.47 ± 2.27
822.78 ± 3.08
822.67 ± 3.12
I_200_30_10
884.39 ± 8.73
864.86 ± 10.0
850.99 ± 6.66
834.93 ± 9.15
819.81 ± 9.9
811.3 ± 9.41
800.7 ± 7.88
791.89 ± 10.2
783.59 ± 8.4
775.72 ± 9.28
771.35 ± 7.37
765.59 ± 8.14
761.47 ± 9.0
759.66 ± 7.03
761.12 ± 9.07
761.7 ± 11.41
761.89 ± 9.33
760.15 ± 7.02
764.61 ± 7.44
762.78 ± 8.55
763.7 ± 8.0
I_200_30_20
874.68 ± 8.2
858.83 ± 8.05
839.6 ± 8.9
828.66 ± 7.38
812.1 ± 7.84
800.28 ± 8.55
788.97 ± 7.16
777.61 ± 8.2
772.41 ± 8.84
765.33 ± 7.27
760.0 ± 8.04
754.42 ± 8.83
752.17 ± 7.19
754.13 ± 8.37
752.59 ± 7.07
753.19 ± 9.5
756.23 ± 7.72
752.45 ± 6.72
751.48 ± 7.64
749.99 ± 7.7
753.77 ± 8.34
I_200_40_0
954.79 ± 1.96
928.06 ± 2.77
905.77 ± 2.53
885.84 ± 2.83
868.63 ± 2.58
851.3 ± 3.44
837.26 ± 2.77
825.71 ± 3.36
813.07 ± 3.59
804.85 ± 4.09
797.97 ± 3.53
791.71 ± 4.96
789.8 ± 2.92
787.04 ± 3.17
787.86 ± 2.92
788.25 ± 3.47
786.94 ± 3.96
788.02 ± 3.48
788.77 ± 3.01
786.83 ± 3.22
787.19 ± 2.89
I_200_40_10
906.56 ± 7.39
878.9 ± 7.24
857.1 ± 6.08
835.29 ± 7.32
817.67 ± 6.93
800.31 ± 7.96
785.02 ± 6.42
774.61 ± 6.49
766.19 ± 6.33
757.52 ± 5.47
749.89 ± 7.96
745.1 ± 6.48
742.98 ± 7.56
742.76 ± 5.36
741.11 ± 4.99
740.88 ± 7.11
742.55 ± 6.24
741.67 ± 6.48
741.9 ± 6.69
743.32 ± 5.85
740.94 ± 7.09
I_200_40_20
895.35 ± 8.84
870.48 ± 9.45
846.29 ± 10.3
829.09 ± 8.25
812.39 ± 8.58
794.48 ± 7.78
784.07 ± 10.61
770.23 ± 8.57
762.16 ± 8.41
751.34 ± 9.58
745.92 ± 8.43
741.9 ± 9.1
738.91 ± 7.8
739.96 ± 9.72
738.07 ± 8.63
739.33 ± 10.57
739.49 ± 9.04
741.09 ± 8.92
738.61 ± 10.07
737.21 ± 8.06
737.51 ± 9.62
I_200_50_0
954.58 ± 2.2
922.01 ± 3.18
894.79 ± 2.98
870.14 ± 4.27
848.02 ± 3.37
827.63 ± 3.07
809.06 ± 2.97
797.23 ± 3.31
782.21 ± 4.04
773.22 ± 3.28
765.76 ± 3.63
760.59 ± 3.43
758.2 ± 3.23
755.68 ± 3.97
756.71 ± 3.57
755.78 ± 3.13
755.4 ± 4.01
756.51 ± 3.55
756.27 ± 4.23
755.56 ± 3.52
756.47 ± 2.9
I_200_50_10
905.67 ± 4.81
871.49 ± 8.57
843.08 ± 8.68
819.0 ± 5.87
790.88 ± 4.61
768.93 ± 3.46
752.78 ± 6.81
739.62 ± 8.36
731.2 ± 7.47
717.49 ± 6.43
711.57 ± 7.59
706.73 ± 6.5
704.67 ± 8.1
705.26 ± 4.25
708.02 ± 4.94
707.9 ± 3.03
706.32 ± 5.32
704.04 ± 3.04
706.68 ± 7.27
699.14 ± 5.57
704.36 ± 5.54
I_200_50_20
809.77 ± 9.32
789.12 ± 10.61
765.42 ± 10.55
747.23 ± 10.22
725.63 ± 7.38
709.93 ± 11.3
694.39 ± 9.03
682.58 ± 8.45
670.23 ± 10.2
663.67 ± 10.18
658.89 ± 11.8
660.33 ± 8.93
659.5 ± 10.52
658.03 ± 9.93
660.02 ± 7.07
657.39 ± 8.59
655.8 ± 10.68
657.42 ± 9.91
656.8 ± 7.29
657.86 ± 9.99
659.51 ± 9.05
I_200_random_0
954.09 ± 1.85
931.82 ± 2.7
915.1 ± 2.91
900.72 ± 3.95
888.64 ± 2.66
878.58 ± 3.08
869.81 ± 4.21
862.53 ± 4.34
858.62 ± 3.23
855.25 ± 3.6
851.18 ± 3.93
848.35 ± 3.62
847.99 ± 2.61
846.21 ± 3.55
846.44 ± 3.21
846.46 ± 3.25
845.77 ± 3.88
846.69 ± 2.78
845.53 ± 3.26
845.42 ± 3.42
846.34 ± 2.79
I_200_random_10
883.68 ± 5.9
861.19 ± 5.36
842.55 ± 7.26
831.26 ± 7.62
821.34 ± 8.05
813.41 ± 3.07
806.0 ± 5.33
804.48 ± 7.84
798.38 ± 7.76
792.65 ± 8.43
788.49 ± 6.21
789.45 ± 7.47
791.43 ± 8.64
784.63 ± 5.82
790.28 ± 8.31
788.2 ± 6.08
783.7 ± 7.13
788.01 ± 6.54
784.97 ± 9.69
788.02 ± 4.73
787.27 ± 5.86
I_200_random_20
822.49 ± 7.02
807.94 ± 10.03
796.32 ± 11.1
784.42 ± 13.88
773.86 ± 15.11
763.51 ± 12.17
758.34 ± 8.73
748.41 ± 17.95
745.24 ± 12.73
742.51 ± 10.05
735.47 ± 7.87
744.65 ± 6.95
739.37 ± 7.49
737.44 ± 9.53
736.5 ± 10.74
739.17 ± 8.35
730.36 ± 14.83
742.75 ± 8.26
734.08 ± 14.72
739.93 ± 10.47
736.88 ± 9.41
I_250_10_0
1143.95 ± 2.83
1136.46 ± 2.32
1129.95 ± 3.21
1123.45 ± 2.71
1117.02 ± 3.28
1113.17 ± 2.36
1108.57 ± 2.99
1104.01 ± 3.88
1101.09 ± 3.15
1097.98 ± 3.48
1094.12 ± 3.34
1093.21 ± 2.9
1090.55 ± 3.74
1087.26 ± 3.19
1088.55 ± 2.97
1088.3 ± 3.14
1087.87 ± 2.3
1088.16 ± 2.56
1087.74 ± 2.51
1088.48 ± 2.68
1087.15 ± 3.12
I_250_10_10
1088.62 ± 8.78
1081.53 ± 7.57
1070.07 ± 11.41
1067.12 ± 9.25
1059.76 ± 8.48
1053.96 ± 10.77
1050.99 ± 8.49
1045.24 ± 11.65
1039.63 ± 9.55
1040.0 ± 9.74
1040.72 ± 9.72
1036.72 ± 9.66
1033.25 ± 7.09
1030.88 ± 8.88
1033.27 ± 9.88
1030.83 ± 9.6
1030.62 ± 7.4
1032.49 ± 8.63
1030.01 ± 8.56
1028.72 ± 8.12
1029.77 ± 8.77
I_250_10_20
1069.63 ± 10.97
1057.89 ± 10.82
1054.93 ± 10.38
1053.37 ± 4.78
1039.57 ± 9.98
1037.95 ± 16.92
1031.38 ± 13.42
1031.92 ± 9.67
1028.3 ± 13.33
1026.06 ± 10.33
1024.27 ± 4.77
1015.22 ± 9.58
1008.64 ± 16.1
1014.19 ± 9.93
1015.12 ± 7.09
1016.87 ± 9.98
1016.44 ± 9.68
1013.57 ± 8.6
1012.61 ± 11.97
1013.82 ± 6.05
1014.28 ± 11.08
I_250_20_0
1143.74 ± 2.44
1128.89 ± 3.14
1113.85 ± 2.89
1102.24 ± 2.98
1090.9 ± 3.1
1082.0 ± 3.44
1072.96 ± 3.34
1065.32 ± 3.02
1059.17 ± 3.5
1053.73 ± 3.52
1048.77 ± 3.07
1045.53 ± 2.97
1040.76 ± 5.02
1040.47 ± 3.46
1037.83 ± 3.13
1038.23 ± 2.22
1037.61 ± 3.43
1038.75 ± 3.3
1038.05 ± 2.94
1038.99 ± 3.18
1037.38 ± 3.85
I_250_20_10
1084.53 ± 9.14
1071.67 ± 7.43
1055.42 ± 10.64
1044.9 ± 11.79
1029.36 ± 7.53
1022.66 ± 9.31
1017.74 ± 11.26
1007.77 ± 9.67
1000.52 ± 10.74
994.67 ± 10.6
988.7 ± 10.38
986.14 ± 9.86
983.16 ± 8.56
982.71 ± 11.35
984.23 ± 9.82
985.36 ± 7.55
982.82 ± 10.14
983.54 ± 10.02
984.7 ± 9.34
985.57 ± 8.31
984.86 ± 7.14
I_250_20_20
1012.2 ± 10.4
996.59 ± 12.91
981.95 ± 11.7
975.62 ± 8.02
958.3 ± 9.82
945.54 ± 12.78
939.42 ± 9.3
933.26 ± 12.33
931.42 ± 11.34
923.22 ± 9.61
916.78 ± 12.92
919.12 ± 9.58
913.22 ± 10.03
907.96 ± 10.35
910.1 ± 10.49
910.55 ± 9.41
909.37 ± 11.16
909.48 ± 10.95
912.89 ± 11.27
909.78 ± 12.73
912.2 ± 10.31
I_250_30_0
1144.63 ± 2.09
1121.6 ± 2.73
1099.43 ± 2.89
1081.21 ± 3.39
1066.17 ± 3.03
1052.98 ± 3.92
1039.91 ± 4.4
1029.4 ± 3.64
1018.7 ± 3.64
1013.52 ± 3.73
1004.75 ± 3.58
1001.66 ± 5.23
997.71 ± 4.51
994.23 ± 3.81
994.69 ± 4.13
993.8 ± 3.64
994.99 ± 3.24
993.48 ± 3.85
994.38 ± 4.26
993.68 ± 3.95
994.01 ± 4.35
I_250_30_10
1046.73 ± 8.83
1023.39 ± 7.97
1000.11 ± 12.55
980.65 ± 11.85
961.46 ± 9.91
952.59 ± 10.26
941.12 ± 11.76
929.8 ± 8.74
922.59 ± 7.98
913.79 ± 12.53
908.87 ± 8.92
900.6 ± 10.87
897.52 ± 10.27
897.89 ± 9.5
900.22 ± 11.44
899.18 ± 8.35
898.99 ± 9.89
898.83 ± 9.48
903.48 ± 7.1
903.34 ± 8.45
902.14 ± 10.75
I_250_30_20
1016.87 ± 7.82
997.51 ± 11.57
974.44 ± 7.59
952.99 ± 8.29
936.67 ± 8.09
923.32 ± 7.62
916.91 ± 8.46
901.26 ± 5.45
893.35 ± 8.47
892.66 ± 8.05
886.6 ± 8.73
879.49 ± 7.66
877.37 ± 10.02
872.33 ± 7.15
877.28 ± 6.82
878.36 ± 7.8
876.66 ± 17.05
880.55 ± 4.76
877.77 ± 9.97
874.1 ± 10.86
878.66 ± 8.83
I_250_40_0
1144.88 ± 2.12
1112.94 ± 2.7
1083.77 ± 2.95
1060.15 ± 3.14
1040.74 ± 3.47
1023.8 ± 3.04
1007.63 ± 4.75
995.91 ± 5.15
983.43 ± 4.8
975.2 ± 4.4
967.63 ± 4.32
962.69 ± 5.17
959.81 ± 4.72
955.44 ± 3.58
954.03 ± 4.33
955.36 ± 4.31
953.9 ± 5.4
955.96 ± 4.58
953.93 ± 4.62
954.74 ± 4.67
954.65 ± 5.08
I_250_40_10
1073.45 ± 5.37
1042.74 ± 6.92
1018.85 ± 6.69
992.83 ± 10.53
972.34 ± 6.86
958.95 ± 11.87
939.58 ± 7.65
925.17 ± 9.19
910.34 ± 7.3
900.62 ± 13.21
900.38 ± 6.13
897.7 ± 9.59
895.03 ± 7.48
897.29 ± 6.95
892.33 ± 8.11
894.03 ± 9.71
895.87 ± 8.23
893.61 ± 8.2
896.38 ± 9.09
894.31 ± 10.59
891.91 ± 6.81
I_250_40_20
1072.06 ± 3.13
1045.4 ± 6.42
1016.05 ± 7.46
989.69 ± 7.86
956.55 ± 9.5
946.02 ± 9.88
932.94 ± 14.4
916.31 ± 15.75
906.06 ± 11.2
899.31 ± 12.12
893.07 ± 13.22
895.7 ± 9.45
891.24 ± 11.79
889.16 ± 6.37
883.05 ± 9.93
889.6 ± 9.65
887.26 ± 14.44
893.54 ± 10.06
887.59 ± 10.52
895.08 ± 10.5
889.41 ± 8.44
I_250_50_0
1144.24 ± 2.11
1106.25 ± 3.51
1069.54 ± 3.68
1041.5 ± 3.29
1015.97 ± 4.18
998.34 ± 4.27
976.79 ± 5.07
962.67 ± 5.89
950.74 ± 5.27
940.44 ± 5.7
932.86 ± 4.56
926.49 ± 3.15
922.49 ± 5.08
919.13 ± 4.63
919.44 ± 4.5
918.17 ± 3.6
917.78 ± 3.83
920.05 ± 4.34
919.64 ± 3.83
920.68 ± 3.96
918.28 ± 4.64
I_250_50_10
1088.47 ± 8.41
1055.25 ± 6.13
1019.95 ± 8.22
985.74 ± 11.45
956.91 ± 11.49
934.83 ± 11.7
917.73 ± 8.69
900.88 ± 7.18
887.5 ± 13.59
878.4 ± 8.29
875.9 ± 6.67
868.55 ± 10.91
868.37 ± 9.44
864.9 ± 13.05
864.92 ± 9.32
863.02 ± 11.39
865.91 ± 6.85
865.5 ± 10.05
869.93 ± 7.42
865.17 ± 11.35
867.11 ± 9.56
I_250_50_20
1018.66 ± 8.11
986.0 ± 8.43
944.42 ± 12.5
914.12 ± 7.94
884.06 ± 13.05
867.03 ± 9.65
843.95 ± 12.15
831.67 ± 11.01
824.43 ± 8.92
815.31 ± 10.58
811.79 ± 10.17
801.24 ± 10.93
799.44 ± 10.08
802.74 ± 9.18
806.02 ± 8.95
804.96 ± 9.33
803.37 ± 9.68
803.46 ± 12.3
804.45 ± 8.74
803.89 ± 10.77
802.37 ± 11.35
I_250_random_0
1144.73 ± 2.5
1113.38 ± 2.63
1090.09 ± 3.58
1073.99 ± 3.67
1061.32 ± 2.67
1049.0 ± 3.61
1040.11 ± 3.73
1033.34 ± 4.16
1026.37 ± 3.83
1021.49 ± 4.46
1019.47 ± 3.58
1015.9 ± 3.54
1011.59 ± 3.97
1011.29 ± 4.19
1011.05 ± 3.98
1010.86 ± 3.51
1010.79 ± 3.73
1009.38 ± 3.73
1011.46 ± 3.76
1009.72 ± 4.32
1009.89 ± 3.54
I_250_random_10
1061.25 ± 9.62
1030.63 ± 9.08
1010.44 ± 8.79
997.26 ± 9.05
979.85 ± 11.65
975.43 ± 10.09
961.92 ± 8.91
957.38 ± 8.48
953.26 ± 8.9
947.07 ± 9.63
947.22 ± 10.14
943.13 ± 11.84
941.98 ± 9.94
940.51 ± 8.16
939.08 ± 9.05
941.72 ± 10.13
940.74 ± 8.05
939.81 ± 10.92
942.08 ± 8.84
939.22 ± 10.36
937.37 ± 9.92
I_250_random_20
957.95 ± 9.75
925.33 ± 10.2
910.99 ± 11.77
898.87 ± 5.05
877.57 ± 10.31
869.7 ± 9.76
870.8 ± 10.35
856.46 ± 9.39
853.53 ± 9.14
843.83 ± 16.72
853.56 ± 11.41
845.45 ± 8.74
845.4 ± 12.53
852.4 ± 9.85
846.03 ± 13.15
848.84 ± 7.48
851.91 ± 12.31
842.62 ± 11.12
849.6 ± 12.35
849.58 ± 7.93
844.48 ± 8.62
I_300_10_0
1469.1 ± 3.82
1461.29 ± 2.7
1453.43 ± 3.16
1446.86 ± 3.19
1438.66 ± 2.96
1433.52 ± 3.14
1427.47 ± 4.91
1422.53 ± 3.46
1418.66 ± 3.59
1416.19 ± 2.77
1412.69 ± 2.78
1410.59 ± 3.03
1408.89 ± 2.82
1408.44 ± 3.0
1406.98 ± 3.76
1407.99 ± 2.39
1404.97 ± 3.67
1406.1 ± 3.35
1405.29 ± 2.91
1405.69 ± 4.84
1405.84 ± 3.71
I_300_10_10
1318.86 ± 15.48
1312.3 ± 6.34
1305.68 ± 12.06
1296.13 ± 10.94
1292.75 ± 13.72
1285.55 ± 15.0
1284.15 ± 10.83
1286.48 ± 10.95
1278.09 ± 10.19
1278.88 ± 9.77
1275.3 ± 19.22
1275.77 ± 11.67
1265.58 ± 16.25
1259.09 ± 12.79
1265.92 ± 15.32
1270.46 ± 8.96
1269.35 ± 11.32
1265.06 ± 14.92
1269.44 ± 12.55
1264.26 ± 8.17
1268.32 ± 13.48
I_300_10_20
1291.13 ± 16.4
1290.12 ± 13.76
1280.03 ± 15.55
1266.51 ± 14.82
1268.23 ± 18.59
1258.5 ± 17.77
1258.97 ± 14.37
1256.12 ± 16.83
1251.04 ± 14.48
1245.09 ± 16.14
1247.71 ± 15.77
1246.71 ± 12.23
1239.53 ± 17.8
1242.62 ± 16.49
1239.96 ± 15.88
1240.61 ± 12.92
1245.96 ± 13.3
1240.4 ± 13.86
1246.62 ± 15.38
1239.35 ± 14.74
1243.61 ± 12.25
I_300_20_0
1469.72 ± 2.9
1452.4 ± 2.95
1435.88 ± 3.7
1422.59 ± 3.15
1408.37 ± 3.96
1396.11 ± 3.73
1386.09 ± 3.63
1377.27 ± 3.83
1369.24 ± 4.24
1365.2 ± 3.99
1358.76 ± 3.67
1355.43 ± 4.38
1350.94 ± 4.77
1349.79 ± 3.94
1349.09 ± 4.51
1348.87 ± 3.97
1349.39 ± 2.89
1347.28 ± 3.97
1347.69 ± 4.86
1347.82 ± 3.81
1347.02 ± 4.38
I_300_20_10
1351.06 ± 9.48
1339.11 ± 16.63
1329.57 ± 12.01
1322.15 ± 7.91
1302.67 ± 7.56
1287.72 ± 14.07
1284.55 ± 13.14
1268.6 ± 11.47
1270.61 ± 9.73
1260.5 ± 12.19
1258.31 ± 5.79
1250.76 ± 10.23
1251.22 ± 12.75
1248.13 ± 9.43
1249.34 ± 8.56
1245.7 ± 10.51
1243.0 ± 15.33
1247.11 ± 8.81
1240.09 ± 11.07
1246.26 ± 8.19
1243.35 ± 10.87
I_300_20_20
1317.41 ± 13.93
1303.6 ± 9.63
1285.54 ± 14.93
1276.06 ± 14.42
1258.77 ± 11.92
1250.36 ± 12.76
1234.21 ± 10.97
1229.29 ± 17.45
1227.03 ± 10.01
1216.76 ± 16.86
1215.18 ± 9.36
1208.44 ± 10.39
1210.51 ± 14.87
1204.35 ± 9.96
1209.06 ± 10.4
1211.15 ± 11.02
1209.92 ± 14.17
1210.06 ± 11.64
1203.82 ± 11.36
1200.92 ± 9.98
1202.94 ± 12.81
I_300_30_0
1469.85 ± 3.24
1442.65 ± 3.3
1419.36 ± 4.15
1396.63 ± 4.7
1377.41 ± 3.39
1360.59 ± 3.85
1346.57 ± 4.46
1332.33 ± 4.38
1323.15 ± 4.38
1312.39 ± 5.82
1307.82 ± 5.25
1302.83 ± 3.6
1299.94 ± 3.72
1295.39 ± 3.92
1295.39 ± 4.58
1294.18 ± 4.17
1295.85 ± 3.45
1293.9 ± 4.57
1294.15 ± 4.72
1292.72 ± 4.74
1295.8 ± 4.72
I_300_30_10
1336.06 ± 11.86
1311.08 ± 9.61
1281.75 ± 18.03
1264.22 ± 10.21
1251.93 ± 11.03
1231.3 ± 13.14
1221.62 ± 12.59
1209.6 ± 11.21
1205.3 ± 11.52
1196.25 ± 6.37
1185.61 ± 10.19
1183.09 ± 8.71
1179.94 ± 8.74
1176.9 ± 11.13
1175.09 ± 10.7
1179.48 ± 9.9
1182.64 ± 6.24
1176.94 ± 11.83
1182.48 ± 9.78
1177.94 ± 14.12
1178.97 ± 12.08
I_300_30_20
1326.63 ± 10.98
1309.17 ± 12.25
1281.83 ± 14.0
1256.94 ± 11.68
1243.14 ± 12.77
1221.65 ± 13.34
1215.71 ± 11.57
1199.07 ± 18.08
1193.25 ± 11.9
1185.9 ± 13.31
1178.63 ± 14.5
1171.46 ± 13.16
1176.68 ± 15.51
1174.58 ± 10.78
1172.92 ± 13.35
1175.08 ± 15.86
1171.79 ± 11.99
1174.22 ± 13.72
1174.51 ± 12.97
1172.74 ± 12.1
1172.54 ± 11.23
I_300_40_0
1469.29 ± 2.75
1434.79 ± 3.31
1401.87 ± 5.14
1373.75 ± 3.53
1348.07 ± 3.28
1324.73 ± 4.09
1306.16 ± 5.89
1291.17 ± 4.73
1280.19 ± 4.47
1267.71 ± 5.35
1261.36 ± 5.16
1255.26 ± 4.56
1252.07 ± 5.7
1248.94 ± 3.94
1248.03 ± 5.34
1248.16 ± 4.86
1249.63 ± 5.67
1248.8 ± 4.19
1247.12 ± 3.94
1249.92 ± 6.02
1250.58 ± 4.69
I_300_40_10
1395.65 ± 6.96
1358.95 ± 8.82
1326.58 ± 9.53
1299.06 ± 5.7
1268.58 ± 12.9
1248.55 ± 14.16
1230.14 ± 7.01
1214.45 ± 7.73
1204.33 ± 8.31
1194.89 ± 10.59
1186.48 ± 7.12
1184.67 ± 9.64
1175.14 ± 7.99
1177.16 ± 10.85
1183.21 ± 10.84
1179.38 ± 9.65
1176.52 ± 7.31
1181.38 ± 10.34
1182.5 ± 12.44
1176.69 ± 14.13
1173.52 ± 8.69
I_300_40_20
1338.82 ± 12.67
1310.67 ± 11.53
1281.6 ± 16.59
1253.32 ± 10.64
1217.36 ± 13.41
1198.95 ± 12.18
1174.63 ± 13.45
1158.56 ± 9.82
1158.28 ± 11.77
1143.05 ± 18.68
1139.39 ± 11.65
1135.44 ± 8.97
1134.37 ± 14.87
1130.09 ± 7.62
1130.16 ± 10.67
1136.91 ± 9.76
1125.09 ± 9.47
1129.93 ± 12.68
1131.69 ± 7.68
1133.63 ± 7.45
1133.26 ± 9.47
I_300_50_0
1470.52 ± 2.76
1425.9 ± 2.77
1386.15 ± 3.9
1348.7 ± 3.74
1316.69 ± 4.42
1290.0 ± 3.77
1268.01 ± 5.24
1251.51 ± 4.82
1238.18 ± 4.86
1224.06 ± 5.71
1216.4 ± 4.39
1212.43 ± 5.57
1206.79 ± 4.39
1204.61 ± 4.73
1204.22 ± 5.15
1205.4 ± 4.9
1206.26 ± 5.34
1204.96 ± 5.19
1206.12 ± 4.45
1206.46 ± 5.21
1206.09 ± 4.0
I_300_50_10
1339.46 ± 13.14
1308.53 ± 12.11
1267.96 ± 13.29
1231.63 ± 12.36
1200.08 ± 11.32
1174.99 ± 13.21
1156.37 ± 14.6
1140.93 ± 13.36
1128.33 ± 14.33
1122.38 ± 14.53
1113.28 ± 14.05
1116.86 ± 13.04
1109.37 ± 13.93
1103.25 ± 15.41
1109.17 ± 11.68
1105.8 ± 13.9
1110.63 ± 17.57
1105.92 ± 13.81
1106.36 ± 15.07
1107.52 ± 13.46
1104.84 ± 10.85
I_300_50_20
1307.83 ± 10.37
1269.38 ± 17.88
1229.9 ± 12.41
1193.03 ± 14.15
1161.05 ± 17.17
1137.83 ± 10.15
1115.23 ± 13.83
1098.53 ± 10.49
1085.67 ± 14.56
1076.03 ± 12.29
1071.52 ± 11.85
1063.43 ± 15.26
1067.38 ± 10.38
1071.31 ± 10.94
1068.1 ± 13.27
1067.17 ± 13.69
1071.99 ± 10.84
1068.12 ± 12.74
1063.82 ± 14.29
1067.19 ± 10.58
1070.1 ± 13.13
I_300_random_0
1469.74 ± 2.35
1434.79 ± 3.23
1408.56 ± 3.88
1390.04 ± 4.03
1373.22 ± 4.43
1362.55 ± 3.81
1352.34 ± 3.49
1345.49 ± 4.46
1338.96 ± 4.12
1333.24 ± 3.49
1329.98 ± 5.03
1329.51 ± 3.98
1325.84 ± 3.9
1325.62 ± 5.08
1322.39 ± 5.29
1322.78 ± 4.69
1323.29 ± 4.82
1323.07 ± 4.28
1323.47 ± 4.64
1324.7 ± 4.89
1324.56 ± 4.63
I_300_random_10
1375.78 ± 16.87
1349.22 ± 11.13
1323.66 ± 13.64
1306.02 ± 14.5
1290.01 ± 11.64
1275.31 ± 11.26
1272.06 ± 12.55
1256.79 ± 11.05
1260.96 ± 10.16
1255.25 ± 10.34
1247.89 ± 12.45
1243.56 ± 10.93
1247.66 ± 12.05
1245.82 ± 13.71
1241.34 ± 12.86
1243.91 ± 12.48
1245.97 ± 11.14
1243.68 ± 9.39
1244.58 ± 12.01
1240.95 ± 9.47
1243.52 ± 12.29
I_300_random_20
1274.83 ± 14.39
1261.89 ± 16.38
1239.02 ± 16.42
1225.9 ± 12.41
1209.82 ± 15.93
1203.18 ± 11.53
1204.34 ± 13.32
1191.32 ± 15.74
1189.64 ± 14.28
1187.81 ± 15.88
1185.19 ± 17.31
1183.75 ± 16.0
1183.67 ± 16.16
1180.83 ± 16.25
1176.43 ± 14.02
1177.37 ± 12.68
1174.38 ± 16.36
1179.04 ± 14.84
1184.61 ± 11.77
1182.59 ± 12.48
1179.2 ± 13.24
I_350_10_0
1674.29 ± 3.26
1664.76 ± 2.84
1654.59 ± 3.0
1645.53 ± 3.58
1637.73 ± 3.52
1631.27 ± 4.48
1624.21 ± 3.28
1618.2 ± 4.07
1612.82 ± 3.85
1608.61 ± 4.18
1605.46 ± 4.25
1600.93 ± 3.36
1601.09 ± 3.33
1598.46 ± 3.85
1596.94 ± 4.54
1596.08 ± 4.37
1596.38 ± 4.38
1595.35 ± 3.63
1596.16 ± 3.71
1596.31 ± 4.68
1596.66 ± 3.25
I_350_10_10
1553.53 ± 16.73
1549.58 ± 13.26
1541.66 ± 9.17
1534.16 ± 12.6
1519.93 ± 14.61
1514.92 ± 7.92
1507.1 ± 11.29
1508.24 ± 11.74
1496.79 ± 12.37
1491.0 ± 12.2
1491.07 ± 9.58
1490.07 ± 11.73
1489.21 ± 9.41
1486.84 ± 11.65
1485.56 ± 10.33
1486.63 ± 6.73
1480.29 ± 10.83
1483.02 ± 9.2
1485.14 ± 10.33
1479.98 ± 8.21
1480.21 ± 13.31
I_350_10_20
1478.06 ± 21.48
1478.22 ± 12.43
1465.03 ± 14.2
1459.75 ± 20.05
1449.07 ± 17.73
1443.26 ± 15.46
1435.83 ± 15.52
1433.8 ± 14.19
1429.77 ± 14.79
1422.1 ± 12.89
1417.54 ± 18.48
1423.56 ± 12.34
1417.59 ± 12.89
1418.0 ± 14.78
1417.28 ± 14.74
1415.93 ± 12.89
1418.44 ± 14.57
1419.51 ± 10.88
1418.43 ± 11.86
1415.25 ± 12.9
1416.3 ± 17.3
I_350_20_0
1675.48 ± 3.02
1653.9 ± 2.99
1633.07 ± 3.38
1615.18 ± 3.78
1599.85 ± 3.64
1587.21 ± 4.02
1573.71 ± 4.03
1564.18 ± 3.71
1554.87 ± 3.95
1546.51 ± 2.91
1538.49 ± 4.06
1534.38 ± 5.22
1528.47 ± 5.46
1526.73 ± 3.51
1526.15 ± 3.63
1525.62 ± 3.95
1524.85 ± 4.18
1527.09 ± 4.31
1524.8 ± 3.49
1525.9 ± 4.34
1526.6 ± 4.72
I_350_20_10
1549.18 ± 13.71
1529.8 ± 10.98
1515.44 ± 12.99
1497.48 ± 12.85
1481.33 ± 15.54
1463.37 ± 16.82
1454.36 ± 15.05
1445.61 ± 11.89
1435.37 ± 12.49
1424.88 ± 13.51
1422.04 ± 11.97
1418.37 ± 8.2
1407.72 ± 12.66
1408.47 ± 11.02
1409.31 ± 14.31
1412.83 ± 12.92
1412.32 ± 13.09
1411.11 ± 13.03
1408.76 ± 12.13
1408.15 ± 13.61
1412.51 ± 11.72
I_350_20_20
1514.9 ± 15.9
1505.38 ± 17.39
1479.96 ± 14.28
1464.31 ± 15.85
1444.11 ± 17.35
1430.27 ± 16.61
1424.49 ± 17.05
1412.86 ± 13.37
1399.46 ± 13.85
1394.95 ± 14.97
1389.71 ± 14.72
1388.54 ± 14.79
1374.98 ± 13.53
1376.83 ± 18.68
1374.39 ± 13.53
1381.11 ± 16.59
1375.94 ± 14.32
1381.0 ± 17.91
1378.19 ± 13.7
1385.3 ± 15.18
1385.58 ± 15.55
I_350_30_0
1674.58 ± 4.02
1643.18 ± 3.1
1611.7 ± 4.58
1588.68 ± 4.52
1563.1 ± 5.08
1544.7 ± 4.03
1525.25 ± 4.31
1511.44 ± 4.73
1497.32 ± 5.46
1484.67 ± 4.45
1478.0 ± 3.78
1471.55 ± 4.48
1467.83 ± 4.89
1464.14 ± 4.31
1463.65 ± 5.03
1462.79 ± 5.58
1463.04 ± 5.53
1464.37 ± 4.17
1463.79 ± 5.34
1463.68 ± 4.54
1462.95 ± 4.32
I_350_30_10
1516.86 ± 11.28
1493.91 ± 13.19
1465.24 ± 14.19
1441.74 ± 14.98
1412.44 ± 12.4
1396.88 ± 12.47
1382.51 ± 13.3
1366.12 ± 12.66
1354.01 ± 13.38
1344.58 ± 11.46
1336.94 ± 16.4
1334.58 ± 13.37
1333.09 ± 12.12
1328.76 ± 11.18
1334.54 ± 12.01
1331.61 ± 16.32
1336.96 ± 14.36
1331.93 ± 14.92
1332.99 ± 9.46
1331.14 ± 13.5
1330.28 ± 12.03
I_350_30_20
1508.69 ± 10.6
1474.87 ± 6.35
1455.61 ± 14.6
1427.47 ± 12.05
1401.0 ± 11.4
1385.5 ± 13.41
1356.56 ± 15.96
1347.16 ± 11.28
1339.07 ± 11.61
1328.87 ± 9.87
1325.23 ± 11.2
1315.83 ± 11.27
1313.99 ± 14.52
1316.97 ± 12.62
1319.43 ± 13.22
1310.3 ± 5.98
1313.6 ± 10.78
1314.89 ± 13.76
1313.76 ± 12.99
1315.39 ± 8.26
1309.71 ± 10.73
I_350_40_0
1674.91 ± 3.48
1633.14 ± 4.56
1593.07 ± 3.69
1558.65 ± 4.74
1528.79 ± 3.89
1500.52 ± 4.64
1479.66 ± 4.34
1459.61 ± 5.91
1445.04 ± 4.86
1432.33 ± 4.94
1423.25 ± 3.86
1414.8 ± 5.84
1408.26 ± 6.98
1406.55 ± 5.2
1406.29 ± 5.5
1405.78 ± 6.43
1406.05 ± 4.47
1407.4 ± 5.83
1406.59 ± 6.15
1407.66 ± 5.22
1407.04 ± 5.79
I_350_40_10
1576.96 ± 14.04
1535.33 ± 13.75
1492.99 ± 15.34
1459.47 ± 12.96
1423.59 ± 14.42
1403.2 ± 14.09
1384.31 ± 13.86
1367.3 ± 13.97
1351.06 ± 10.92
1337.06 ± 12.56
1330.57 ± 14.17
1325.82 ± 14.74
1319.77 ± 12.68
1320.08 ± 13.97
1319.68 ± 13.74
1316.59 ± 14.84
1323.39 ± 11.58
1318.99 ± 12.92
1318.87 ± 14.56
1318.61 ± 13.1
1320.94 ± 12.28
I_350_40_20
1374.61 ± 15.31
1347.58 ± 19.16
1312.12 ± 13.69
1281.79 ± 17.16
1248.73 ± 18.06
1231.24 ± 16.48
1204.68 ± 17.14
1190.75 ± 17.17
1181.51 ± 12.17
1174.55 ± 14.57
1161.57 ± 15.39
1166.85 ± 17.24
1165.71 ± 16.52
1158.73 ± 17.15
1160.67 ± 12.54
1162.88 ± 14.31
1165.87 ± 13.71
1167.11 ± 12.22
1161.84 ± 16.97
1166.5 ± 15.51
1165.56 ± 17.54
I_350_50_0
1675.04 ± 3.49
1621.67 ± 2.78
1571.88 ± 4.42
1529.76 ± 4.11
1492.62 ± 4.86
1460.65 ± 4.79
1433.89 ± 6.07
1412.45 ± 5.92
1392.81 ± 5.84
1382.27 ± 6.5
1368.43 ± 6.53
1364.28 ± 4.69
1358.21 ± 5.12
1356.46 ± 6.4
1356.63 ± 5.6
1356.01 ± 4.22
1355.78 ± 6.79
1354.26 ± 4.71
1355.26 ± 6.11
1353.96 ± 4.76
1359.06 ± 3.87
I_350_50_10
1526.75 ± 11.82
1478.83 ± 14.52
1432.55 ± 10.18
1389.95 ± 16.37
1351.73 ± 12.44
1323.35 ± 15.39
1295.85 ± 13.75
1281.32 ± 13.7
1260.63 ± 15.13
1252.03 ± 11.01
1244.7 ± 13.56
1239.56 ± 11.09
1238.03 ± 15.99
1234.95 ± 13.52
1238.58 ± 14.0
1239.18 ± 11.57
1235.91 ± 16.26
1236.31 ± 15.42
1235.02 ± 11.5
1234.32 ± 13.86
1238.18 ± 11.82
I_350_50_20
1490.8 ± 13.51
1442.71 ± 14.63
1399.26 ± 11.49
1350.68 ± 14.22
1324.59 ± 18.46
1284.55 ± 12.76
1265.98 ± 12.65
1242.27 ± 15.46
1229.54 ± 12.31
1211.05 ± 10.77
1206.55 ± 13.75
1206.76 ± 12.41
1202.86 ± 18.29
1204.22 ± 16.06
1216.55 ± 12.8
1212.7 ± 13.88
1211.43 ± 16.08
1201.03 ± 10.11
1203.77 ± 13.49
1214.19 ± 15.62
1209.55 ± 9.82
I_350_random_0
1675.76 ± 2.75
1636.79 ± 3.84
1608.08 ± 5.49
1590.13 ± 3.97
1570.87 ± 2.83
1556.94 ± 5.18
1547.04 ± 3.53
1536.94 ± 4.21
1529.04 ± 4.31
1523.72 ± 5.98
1520.95 ± 4.39
1517.21 ± 3.5
1513.88 ± 4.17
1514.61 ± 4.4
1512.98 ± 5.11
1512.51 ± 5.35
1512.78 ± 3.93
1512.63 ± 4.86
1513.38 ± 4.24
1512.88 ± 4.85
1513.36 ± 3.18
I_350_random_10
1534.09 ± 12.86
1494.52 ± 17.35
1475.51 ± 9.72
1454.14 ± 8.7
1426.28 ± 17.27
1416.98 ± 12.56
1415.28 ± 11.25
1407.02 ± 11.87
1392.25 ± 10.45
1381.79 ± 8.8
1382.89 ± 9.31
1386.31 ± 13.0
1389.52 ± 15.6
1388.74 ± 11.8
1387.44 ± 13.8
1383.82 ± 11.86
1384.7 ± 8.19
1383.3 ± 19.8
1390.72 ± 10.23
1373.64 ± 15.84
1385.9 ± 14.92
I_350_random_20
1387.48 ± 16.87
1364.96 ± 16.7
1347.31 ± 20.97
1315.83 ± 17.15
1302.02 ± 27.53
1299.02 ± 16.17
1283.49 ± 15.89
1279.61 ± 18.06
1280.25 ± 15.85
1275.56 ± 16.93
1273.06 ± 10.91
1271.03 ± 16.78
1278.25 ± 18.85
1267.04 ± 23.26
1268.68 ± 16.21
1270.16 ± 14.67
1262.21 ± 9.76
1274.6 ± 14.94
1264.39 ± 13.31
1259.01 ± 10.75
1271.1 ± 21.15
I_400_10_0
1889.65 ± 2.97
1877.51 ± 4.1
1866.14 ± 3.77
1857.55 ± 3.28
1846.82 ± 4.33
1839.14 ± 3.71
1831.72 ± 4.71
1824.65 ± 3.86
1820.6 ± 4.02
1816.35 ± 4.96
1812.2 ± 4.72
1810.55 ± 4.4
1806.24 ± 6.36
1806.51 ± 4.87
1804.9 ± 4.25
1801.04 ± 4.16
1803.87 ± 4.85
1803.17 ± 5.56
1804.19 ± 5.02
1803.4 ± 4.63
1803.19 ± 5.11
I_400_10_10
1739.21 ± 11.92
1729.38 ± 12.78
1722.22 ± 12.0
1711.56 ± 17.88
1706.17 ± 13.46
1697.46 ± 17.49
1688.02 ± 9.59
1678.05 ± 12.94
1675.37 ± 13.39
1676.99 ± 12.17
1674.32 ± 12.27
1667.69 ± 14.94
1665.87 ± 12.82
1664.0 ± 15.21
1665.09 ± 15.74
1668.5 ± 14.63
1666.2 ± 14.89
1665.37 ± 12.1
1661.91 ± 10.0
1666.49 ± 13.98
1663.49 ± 16.02
I_400_10_20
1631.82 ± 13.74
1628.63 ± 11.03
1629.36 ± 23.73
1608.38 ± 14.66
1610.48 ± 11.92
1603.77 ± 9.58
1598.28 ± 13.3
1587.35 ± 14.37
1578.56 ± 20.32
1589.84 ± 19.37
1572.43 ± 13.97
1570.11 ± 22.86
1570.44 ± 18.46
1575.62 ± 15.68
1573.34 ± 14.12
1578.88 ± 19.45
1564.52 ± 10.97
1575.85 ± 14.12
1577.05 ± 12.18
1570.56 ± 20.67
1574.31 ± 18.98
I_400_20_0
1888.1 ± 4.47
1864.84 ± 4.1
1844.16 ± 3.67
1824.49 ± 3.64
1805.69 ± 4.48
1790.08 ± 4.4
1776.28 ± 3.85
1764.87 ± 5.16
1755.91 ± 5.02
1747.92 ± 5.52
1740.64 ± 4.73
1735.91 ± 4.73
1730.89 ± 4.69
1728.1 ± 4.69
1725.93 ± 6.23
1728.96 ± 5.34
1726.5 ± 5.37
1725.97 ± 3.75
1726.96 ± 4.66
1727.4 ± 4.98
1727.49 ± 4.29
I_400_20_10
1697.25 ± 13.28
1676.95 ± 16.66
1660.89 ± 14.71
1643.04 ± 15.54
1624.15 ± 14.22
1611.4 ± 17.26
1599.29 ± 13.41
1590.62 ± 13.75
1579.88 ± 11.23
1572.53 ± 13.9
1574.64 ± 13.52
1569.28 ± 14.82
1561.35 ± 15.58
1559.75 ± 11.86
1562.78 ± 13.62
1560.59 ± 12.2
1563.45 ± 13.97
1563.15 ± 13.09
1558.69 ± 15.2
1567.56 ± 15.24
1567.59 ± 14.27
I_400_20_20
1681.47 ± 16.92
1661.11 ± 17.8
1645.2 ± 14.75
1626.94 ± 16.28
1614.3 ± 13.03
1597.52 ± 15.42
1587.35 ± 16.76
1570.7 ± 16.16
1566.39 ± 16.94
1552.5 ± 16.91
1549.11 ± 15.65
1549.53 ± 17.58
1553.9 ± 14.72
1546.39 ± 16.3
1547.5 ± 14.7
1549.18 ± 13.77
1543.89 ± 17.78
1547.72 ± 14.54
1550.64 ± 14.92
1548.89 ± 16.53
1546.37 ± 15.85
I_400_30_0
1889.45 ± 4.37
1853.27 ± 3.65
1820.39 ± 4.61
1790.48 ± 4.2
1763.84 ± 4.87
1740.6 ± 5.15
1720.77 ± 5.46
1705.21 ± 5.51
1692.99 ± 7.06
1682.53 ± 5.06
1671.98 ± 6.13
1667.39 ± 4.06
1661.23 ± 5.59
1656.26 ± 5.55
1656.89 ± 5.08
1658.29 ± 4.68
1659.27 ± 4.57
1658.53 ± 5.83
1659.17 ± 3.89
1656.17 ± 5.94
1656.59 ± 5.83
I_400_30_10
1712.88 ± 12.74
1686.28 ± 12.06
1653.97 ± 11.74
1628.7 ± 17.23
1599.89 ± 12.47
1580.38 ± 12.25
1564.18 ± 12.42
1552.3 ± 13.37
1532.94 ± 16.77
1527.91 ± 12.37
1522.78 ± 14.9
1513.51 ± 12.21
1508.4 ± 14.36
1508.55 ± 12.74
1512.13 ± 14.69
1507.21 ± 13.38
1508.9 ± 13.61
1510.14 ± 12.59
1512.18 ± 13.4
1510.31 ± 13.37
1514.61 ± 12.99
I_400_30_20
1557.05 ± 24.87
1548.05 ± 16.73
1529.18 ± 12.71
1502.62 ± 19.25
1482.6 ± 25.69
1456.25 ± 18.15
1441.28 ± 19.59
1428.83 ± 25.93
1428.1 ± 27.72
1421.12 ± 22.82
1410.22 ± 16.13
1414.29 ± 12.82
1413.15 ± 11.84
1399.39 ± 18.33
1410.59 ± 26.44
1395.09 ± 18.62
1414.84 ± 17.34
1400.94 ± 15.12
1410.61 ± 14.2
1402.64 ± 13.68
1408.9 ± 14.13
I_400_40_0
1889.47 ± 2.71
1840.88 ± 4.32
1797.75 ± 4.29
1755.45 ± 5.85
1723.75 ± 5.48
1693.02 ± 5.31
1668.87 ± 6.13
1648.18 ± 5.71
1631.6 ± 5.15
1617.48 ± 7.07
1609.99 ± 6.93
1601.26 ± 5.11
1596.14 ± 6.63
1593.2 ± 6.0
1593.36 ± 6.68
1593.92 ± 5.97
1593.34 ± 3.93
1593.94 ± 5.62
1592.88 ± 5.16
1595.29 ± 4.97
1592.67 ± 5.25
I_400_40_10
1724.18 ± 18.62
1693.8 ± 15.15
1644.12 ± 19.07
1611.93 ± 11.37
1583.11 ± 15.57
1550.83 ± 17.08
1534.34 ± 15.97
1514.23 ± 16.24
1496.89 ± 15.99
1485.82 ± 18.29
1481.8 ± 17.0
1476.76 ± 14.78
1470.64 ± 12.53
1476.11 ± 15.65
1471.29 ± 19.04
1475.28 ± 11.81
1470.94 ± 11.85
1474.73 ± 15.26
1474.74 ± 14.09
1470.39 ± 17.35
1473.64 ± 15.24
I_400_40_20
1646.58 ± 22.52
1607.08 ± 17.92
1570.84 ± 18.02
1533.31 ± 12.71
1507.43 ± 18.02
1473.03 ± 16.34
1456.42 ± 13.91
1433.88 ± 14.04
1420.75 ± 18.56
1417.08 ± 19.1
1404.65 ± 14.51
1405.15 ± 13.1
1407.68 ± 15.95
1401.88 ± 16.47
1403.44 ± 13.93
1400.13 ± 17.89
1406.26 ± 12.3
1401.04 ± 20.29
1401.33 ± 17.17
1407.53 ± 12.67
1400.26 ± 13.91
I_400_50_0
1888.57 ± 3.91
1828.33 ± 3.58
1772.23 ± 6.14
1725.89 ± 6.08
1680.22 ± 6.1
1646.9 ± 5.46
1618.32 ± 5.35
1593.25 ± 8.4
1575.44 ± 5.95
1560.81 ± 6.92
1548.49 ± 7.16
1543.22 ± 5.73
1534.9 ± 6.65
1537.08 ± 6.42
1537.31 ± 7.85
1535.41 ± 5.83
1537.5 ± 5.98
1537.4 ± 5.97
1537.31 ± 5.86
1538.92 ± 4.86
1536.38 ± 5.9
I_400_50_10
1756.13 ± 14.76
1701.48 ± 13.22
1644.46 ± 12.22
1594.88 ± 13.29
1556.58 ± 18.86
1521.03 ± 13.55
1493.36 ± 13.66
1463.0 ± 11.57
1456.73 ± 10.9
1442.26 ± 12.94
1426.39 ± 14.68
1424.86 ± 14.04
1424.24 ± 17.15
1422.1 ± 13.91
1430.32 ± 13.61
1422.95 ± 13.63
1422.81 ± 14.84
1420.11 ± 11.46
1426.97 ± 12.68
1424.06 ± 10.57
1426.09 ± 13.6
I_400_50_20
1654.44 ± 14.05
1608.43 ± 21.97
1556.78 ± 14.36
1513.0 ± 16.49
1475.25 ± 16.72
1438.99 ± 14.89
1410.17 ± 15.04
1398.66 ± 13.82
1380.6 ± 15.35
1364.96 ± 16.3
1353.66 ± 17.7
1354.27 ± 16.22
1358.6 ± 17.12
1359.98 ± 20.85
1354.5 ± 14.05
1356.1 ± 15.18
1353.29 ± 16.96
1352.2 ± 18.26
1354.47 ± 13.65
1351.56 ± 13.27
1354.43 ± 13.57
I_400_random_0
1888.48 ± 4.64
1844.51 ± 4.5
1810.98 ± 3.88
1788.67 ± 3.68
1765.93 ± 4.4
1749.86 ± 5.17
1736.87 ± 5.23
1724.22 ± 5.34
1714.29 ± 4.34
1709.22 ± 4.14
1702.12 ± 4.77
1701.29 ± 4.84
1695.85 ± 6.28
1695.31 ± 4.62
1694.51 ± 6.21
1698.76 ± 5.39
1696.86 ± 4.7
1694.87 ± 6.13
1696.73 ± 5.68
1696.27 ± 4.58
1695.19 ± 5.29
I_400_random_10
1698.66 ± 10.55
1670.92 ± 18.12
1626.83 ± 10.33
1602.27 ± 12.59
1583.85 ± 14.83
1568.8 ± 13.3
1560.59 ± 21.03
1548.57 ± 8.97
1536.92 ± 15.07
1535.18 ± 12.26
1538.1 ± 12.91
1526.96 ± 14.08
1531.82 ± 15.35
1530.57 ± 14.67
1530.81 ± 10.73
1530.33 ± 11.49
1527.88 ± 13.08
1532.45 ± 15.14
1533.82 ± 12.3
1541.38 ± 14.33
1528.3 ± 15.94
I_400_random_20
1506.74 ± 18.83
1496.86 ± 20.95
1468.54 ± 15.58
1460.39 ± 17.03
1448.19 ± 28.89
1444.67 ± 19.63
1419.15 ± 11.92
1427.39 ± 26.96
1415.76 ± 23.27
1415.01 ± 22.9
1409.29 ± 10.72
1416.77 ± 17.94
1406.67 ± 13.91
1401.31 ± 20.24
1400.13 ± 23.43
1418.0 ± 17.34
1409.17 ± 13.23
1396.41 ± 16.6
1404.69 ± 18.17
1409.51 ± 13.97
1388.13 ± 15.13
I_450_10_0
2141.9 ± 5.03
2127.14 ± 6.59
2113.57 ± 4.3
2103.27 ± 4.77
2090.1 ± 4.92
2081.2 ± 5.69
2071.92 ± 5.36
2064.54 ± 4.75
2058.8 ± 4.53
2051.22 ± 4.83
2045.75 ± 5.22
2041.84 ± 5.43
2038.52 ± 4.81
2035.03 ± 3.94
2031.64 ± 5.39
2031.45 ± 6.23
2032.8 ± 5.62
2033.07 ± 4.53
2031.18 ± 5.62
2032.81 ± 4.72
2030.51 ± 5.81
I_450_10_10
1944.39 ± 13.33
1929.45 ± 19.73
1916.52 ± 13.74
1902.74 ± 17.42
1895.82 ± 18.07
1882.68 ± 12.2
1869.62 ± 19.63
1872.38 ± 12.63
1859.37 ± 15.95
1848.02 ± 15.7
1849.59 ± 11.21
1847.37 ± 17.17
1843.66 ± 15.87
1842.3 ± 15.96
1840.52 ± 15.93
1841.16 ± 15.31
1838.43 ± 18.07
1840.4 ± 13.73
1836.34 ± 14.21
1840.38 ± 14.49
1837.78 ± 16.7
I_450_10_20
1767.52 ± 15.14
1773.55 ± 30.85
1772.27 ± 32.68
1761.41 ± 11.84
1750.55 ± 25.87
1742.12 ± 18.89
1740.89 ± 24.75
1731.39 ± 22.04
1730.14 ± 9.05
1726.25 ± 21.84
1723.45 ± 16.46
1705.43 ± 19.72
1708.11 ± 15.62
1710.96 ± 16.09
1711.17 ± 15.3
1718.24 ± 15.59
1714.44 ± 16.94
1707.37 ± 12.88
1712.46 ± 21.53
1712.51 ± 19.95
1712.64 ± 24.49
I_450_20_0
2142.87 ± 3.65
2111.63 ± 4.26
2086.67 ± 4.02
2059.2 ± 5.08
2039.43 ± 5.43
2019.67 ± 5.86
2002.41 ± 6.49
1989.83 ± 4.51
1977.85 ± 4.26
1968.92 ± 5.99
1959.32 ± 4.89
1948.21 ± 6.15
1941.73 ± 5.86
1937.55 ± 5.99
1935.4 ± 6.63
1932.85 ± 4.52
1932.92 ± 4.68
1934.2 ± 6.56
1934.26 ± 6.45
1933.39 ± 5.17
1934.14 ± 5.09
I_450_20_10
1955.89 ± 15.92
1929.63 ± 17.07
1903.8 ± 15.86
1884.17 ± 17.25
1859.8 ± 16.71
1834.42 ± 17.99
1820.2 ± 14.5
1807.42 ± 19.05
1793.24 ± 18.61
1786.04 ± 16.6
1772.18 ± 17.24
1768.78 ± 12.52
1762.29 ± 14.66
1758.98 ± 12.9
1761.96 ± 14.69
1763.78 ± 15.37
1763.75 ± 17.42
1765.13 ± 14.14
1766.39 ± 15.15
1763.31 ± 15.8
1762.58 ± 18.72
I_450_20_20
1859.65 ± 12.01
1841.12 ± 7.03
1804.7 ± 15.25
1795.45 ± 15.76
1771.8 ± 15.53
1749.69 ± 18.34
1731.1 ± 12.21
1727.24 ± 14.04
1714.64 ± 10.45
1694.65 ± 20.41
1684.76 ± 20.48
1685.68 ± 20.85
1680.29 ± 21.48
1679.51 ± 13.8
1677.19 ± 11.9
1676.97 ± 12.93
1681.97 ± 16.17
1676.17 ± 13.4
1680.07 ± 15.23
1680.15 ± 14.39
1673.76 ± 21.91
I_450_30_0
2143.57 ± 2.95
2097.86 ± 3.74
2056.42 ± 5.81
2021.82 ± 4.71
1988.53 ± 6.67
1961.72 ± 6.31
1940.34 ± 5.42
1920.23 ± 6.88
1901.88 ± 6.45
1887.59 ± 7.24
1872.15 ± 6.16
1863.51 ± 6.32
1853.62 ± 5.68
1850.05 ± 6.59
1845.59 ± 6.67
1845.65 ± 5.99
1844.58 ± 6.13
1845.96 ± 6.6
1845.05 ± 5.46
1848.23 ± 4.52
1846.87 ± 4.88
I_450_30_10
1944.7 ± 14.82
1899.24 ± 16.98
1855.65 ± 19.23
1818.03 ± 17.38
1785.12 ± 13.08
1763.52 ± 21.54
1728.42 ± 18.13
1722.66 ± 14.29
1714.06 ± 13.12
1697.05 ± 15.93
1692.15 ± 14.99
1665.12 ± 19.44
1669.98 ± 14.97
1674.4 ± 10.3
1671.6 ± 12.96
1675.36 ± 12.82
1665.08 ± 16.34
1676.27 ± 19.83
1680.76 ± 14.25
1672.39 ± 11.9
1670.06 ± 18.12
I_450_30_20
1804.46 ± 23.24
1779.6 ± 19.18
1744.79 ± 15.33
1703.07 ± 19.12
1681.04 ± 13.37
1645.72 ± 20.15
1636.74 ± 9.65
1612.49 ± 21.7
1601.66 ± 14.91
1586.69 ± 9.12
1574.39 ± 17.81
1558.97 ± 9.81
1566.33 ± 13.84
1563.53 ± 11.63
1570.09 ± 19.26
1564.09 ± 16.63
1568.82 ± 18.48
1565.73 ± 14.35
1575.01 ± 17.22
1564.75 ± 24.78
1568.71 ± 23.38
I_450_40_0
2141.49 ± 4.1
2081.04 ± 4.88
2027.55 ± 5.64
1981.22 ± 6.9
1939.81 ± 6.13
1906.28 ± 5.32
1877.16 ± 5.84
1852.75 ± 6.68
1828.63 ± 6.23
1811.88 ± 7.76
1797.67 ± 6.55
1783.12 ± 6.99
1772.65 ± 8.07
1769.15 ± 7.33
1768.91 ± 5.5
1767.85 ± 6.72
1769.07 ± 6.58
1767.32 ± 6.56
1770.19 ± 6.75
1770.42 ± 6.05
1766.6 ± 6.67
I_450_40_10
1966.88 ± 12.46
1900.56 ± 16.97
1844.67 ± 11.8
1810.01 ± 19.89
1757.43 ± 19.07
1717.74 ± 8.54
1699.22 ± 20.63
1664.87 ± 20.73
1650.67 ± 14.77
1634.37 ± 23.84
1630.12 ± 12.75
1625.53 ± 11.39
1614.65 ± 15.31
1618.72 ± 13.12
1611.69 ± 15.27
1613.85 ± 17.13
1610.81 ± 11.91
1615.2 ± 10.92
1618.11 ± 15.04
1610.08 ± 18.55
1617.99 ± 16.69
I_450_40_20
1795.15 ± 21.23
1762.21 ± 18.46
1700.71 ± 16.51
1663.52 ± 14.03
1625.33 ± 14.86
1585.73 ± 13.66
1569.37 ± 15.23
1547.29 ± 12.25
1521.54 ± 19.73
1520.11 ± 19.38
1500.91 ± 15.85
1499.67 ± 18.74
1484.23 ± 11.59
1505.18 ± 15.12
1493.05 ± 18.45
1497.48 ± 14.46
1495.21 ± 16.18
1488.87 ± 18.14
1498.67 ± 21.58
1494.28 ± 18.16
1500.03 ± 15.99
I_450_50_0
2142.0 ± 3.67
2067.43 ± 5.32
1996.78 ± 5.19
1943.47 ± 5.77
1892.28 ± 6.18
1852.63 ± 8.05
1815.7 ± 6.66
1787.24 ± 6.85
1763.08 ± 8.33
1738.04 ± 6.31
1726.7 ± 7.13
1709.72 ± 6.93
1702.88 ± 9.14
1698.47 ± 6.27
1698.32 ± 6.73
1698.58 ± 6.34
1700.75 ± 7.53
1700.59 ± 7.87
1699.49 ± 6.95
1699.32 ± 6.59
1700.88 ± 6.48
I_450_50_10
1975.74 ± 14.39
1899.43 ± 15.82
1832.48 ± 16.55
1779.39 ± 20.66
1722.29 ± 14.67
1691.53 ± 18.17
1649.03 ± 15.85
1625.04 ± 18.51
1602.56 ± 16.97
1581.2 ± 16.93
1574.43 ± 11.83
1571.05 ± 15.62
1562.02 ± 13.87
1560.89 ± 13.55
1568.42 ± 14.08
1556.91 ± 15.23
1564.02 ± 17.05
1561.68 ± 16.59
1562.97 ± 15.83
1565.0 ± 16.39
1562.31 ± 18.46
I_450_50_20
1766.31 ± 26.72
1733.75 ± 18.13
1662.0 ± 20.25
1604.55 ± 20.31
1551.2 ± 18.71
1520.66 ± 16.77
1493.97 ± 18.64
1464.72 ± 21.51
1448.62 ± 17.49
1435.57 ± 20.25
1427.64 ± 18.56
1428.66 ± 16.67
1419.62 ± 17.18
1422.85 ± 17.03
1425.91 ± 19.89
1428.19 ± 19.22
1423.54 ± 17.05
1420.61 ± 17.24
1418.6 ± 19.73
1422.88 ± 16.05
1416.13 ± 19.44
I_450_random_0
2142.2 ± 4.54
2086.54 ± 5.89
2047.14 ± 5.37
2018.94 ± 6.47
1992.88 ± 6.23
1971.24 ± 6.94
1952.54 ± 6.77
1939.23 ± 5.73
1924.73 ± 6.85
1915.63 ± 6.61
1909.59 ± 6.46
1905.15 ± 6.35
1900.83 ± 6.25
1899.24 ± 5.22
1897.44 ± 4.67
1897.29 ± 5.63
1898.21 ± 6.4
1894.76 ± 6.34
1897.86 ± 5.57
1896.76 ± 7.28
1898.45 ± 4.53
I_450_random_10
1962.84 ± 14.69
1910.6 ± 15.27
1859.46 ± 11.49
1844.83 ± 13.55
1808.66 ± 12.53
1795.91 ± 22.26
1780.06 ± 16.09
1765.8 ± 8.66
1761.84 ± 12.97
1737.43 ± 8.66
1745.49 ± 14.52
1731.66 ± 12.83
1736.98 ± 18.83
1732.04 ± 10.46
1725.73 ± 16.24
1740.45 ± 15.59
1729.64 ± 8.74
1739.69 ± 14.27
1734.1 ± 12.65
1733.55 ± 16.61
1733.48 ± 6.31
I_450_random_20
1865.94 ± 26.09
1806.75 ± 18.9
1765.49 ± 16.47
1739.59 ± 16.17
1713.91 ± 15.97
1696.14 ± 16.36
1686.85 ± 20.01
1664.14 ± 14.21
1654.89 ± 18.31
1648.25 ± 16.56
1644.93 ± 18.4
1647.58 ± 16.93
1636.79 ± 12.63
1640.61 ± 14.79
1645.03 ± 16.27
1639.44 ± 19.55
1641.38 ± 18.32
1642.85 ± 22.04
1638.3 ± 18.83
1640.9 ± 16.36
1640.12 ± 18.85
I_500_10_0
2385.36 ± 3.1
2367.09 ± 4.08
2356.31 ± 4.45
2341.5 ± 5.16
2330.35 ± 5.09
2320.81 ± 4.77
2310.83 ± 4.65
2302.87 ± 5.14
2293.6 ± 6.24
2287.54 ± 5.59
2283.37 ± 4.28
2279.56 ± 4.33
2277.91 ± 6.13
2271.59 ± 7.49
2271.31 ± 5.99
2272.18 ± 4.53
2269.32 ± 5.57
2269.5 ± 5.24
2270.22 ± 4.47
2270.45 ± 5.22
2268.79 ± 4.87
I_500_10_10
2191.27 ± 17.14
2163.14 ± 20.13
2165.95 ± 17.94
2128.33 ± 20.63
2139.78 ± 23.08
2119.84 ± 16.91
2115.4 ± 20.88
2102.27 ± 13.67
2104.97 ± 17.38
2097.09 ± 16.22
2083.1 ± 16.61
2087.45 ± 20.02
2093.53 ± 14.39
2077.74 ± 23.12
2082.77 ± 13.05
2095.31 ± 15.04
2085.35 ± 10.62
2070.51 ± 13.33
2077.84 ± 24.92
2077.75 ± 20.3
2080.91 ± 16.69
I_500_10_20
2001.98 ± 17.73
2006.02 ± 21.76
2004.0 ± 25.57
2005.37 ± 23.66
1995.23 ± 23.54
1981.38 ± 23.02
1983.97 ± 17.41
1976.56 ± 17.78
1969.87 ± 19.87
1967.15 ± 21.1
1958.59 ± 16.29
1956.35 ± 20.37
1961.26 ± 17.49
1953.64 ± 18.91
1954.88 ± 17.18
1955.4 ± 18.21
1958.11 ± 22.75
1951.37 ± 18.58
1956.54 ± 17.28
1950.81 ± 20.34
1958.3 ± 18.48
I_500_20_0
2383.82 ± 3.41
2353.36 ± 5.39
2326.88 ± 4.12
2300.34 ± 7.33
2274.37 ± 5.86
2256.74 ± 7.25
2239.0 ± 4.9
2224.91 ± 5.15
2208.02 ± 7.24
2197.32 ± 7.31
2188.74 ± 6.79
2181.43 ± 6.35
2175.14 ± 6.81
2171.53 ± 6.55
2168.88 ± 6.38
2167.37 ± 5.67
2169.2 ± 5.41
2169.12 ± 5.67
2168.92 ± 6.23
2166.98 ± 7.9
2168.58 ± 5.47
I_500_20_10
2180.2 ± 10.3
2155.72 ± 21.57
2139.08 ± 19.56
2109.79 ± 19.63
2088.36 ± 17.12
2064.48 ± 19.34
2051.93 ± 21.8
2035.92 ± 15.22
2013.48 ± 21.76
2013.95 ± 21.97
2011.54 ± 21.07
1991.81 ± 16.72
1995.28 ± 13.17
1995.54 ± 16.07
1984.97 ± 15.34
1988.44 ± 10.38
1994.48 ± 13.5
2000.34 ± 17.99
1993.71 ± 14.35
1986.82 ± 13.38
1992.8 ± 13.51
I_500_20_20
1917.41 ± 26.15
1910.67 ± 25.77
1910.2 ± 24.44
1906.42 ± 23.36
1892.67 ± 25.31
1889.22 ± 21.66
1872.01 ± 15.31
1859.63 ± 19.97
1848.57 ± 21.25
1837.4 ± 22.46
1833.55 ± 22.33
1821.86 ± 22.86
1830.44 ± 19.99
1821.78 ± 20.56
1818.21 ± 25.93
1825.79 ± 21.13
1827.46 ± 22.07
1831.74 ± 19.24
1822.41 ± 20.53
1823.88 ± 24.99
1823.04 ± 16.27
I_500_30_0
2382.1 ± 4.66
2338.42 ± 3.97
2293.98 ± 6.32
2256.21 ± 5.51
2223.06 ± 6.81
2191.33 ± 7.9
2167.64 ± 5.95
2146.62 ± 7.07
2128.37 ± 5.45
2113.04 ± 7.62
2101.12 ± 6.09
2094.14 ± 6.82
2082.21 ± 5.68
2081.15 ± 5.84
2076.52 ± 7.6
2076.4 ± 8.12
2075.76 ± 7.09
2076.4 ± 6.08
2074.64 ± 9.28
2074.79 ± 8.7
2077.62 ± 6.62
I_500_30_10
2164.09 ± 18.7
2123.0 ± 26.04
2079.75 ± 25.86
2048.53 ± 18.46
2016.14 ± 14.81
1983.68 ± 8.45
1968.13 ± 19.46
1940.04 ± 18.9
1926.94 ± 19.76
1911.48 ± 13.2
1900.51 ± 13.76
1901.25 ± 18.77
1884.53 ± 17.27
1884.31 ± 17.46
1886.41 ± 16.82
1896.95 ± 17.75
1882.82 ± 20.15
1894.23 ± 12.45
1888.48 ± 18.68
1889.24 ± 18.93
1889.78 ± 22.04
I_500_30_20
2062.6 ± 21.01
2024.76 ± 20.21
1992.08 ± 18.17
1953.81 ± 21.09
1928.88 ± 20.68
1894.28 ± 25.71
1874.09 ± 24.35
1850.4 ± 19.22
1832.27 ± 17.2
1811.64 ± 20.47
1814.42 ± 24.36
1804.76 ± 20.72
1806.0 ± 20.5
1805.12 ± 14.92
1803.87 ± 15.66
1800.53 ± 20.08
1801.25 ± 18.66
1806.28 ± 17.32
1799.12 ± 21.36
1800.81 ± 17.73
1798.77 ± 17.48
I_500_40_0
2384.01 ± 3.86
2322.23 ± 4.41
2267.79 ± 4.98
2215.44 ± 5.26
2171.27 ± 5.28
2133.08 ± 7.63
2098.43 ± 6.68
2071.43 ± 9.06
2049.93 ± 6.41
2027.82 ± 8.17
2017.37 ± 7.9
2004.8 ± 5.69
1998.26 ± 8.36
1991.9 ± 7.75
1993.25 ± 5.8
1993.21 ± 7.51
1993.84 ± 7.21
1994.48 ± 8.41
1995.17 ± 6.45
1994.99 ± 6.63
1995.22 ± 7.53
I_500_40_10
2143.64 ± 15.71
2101.13 ± 19.76
2046.08 ± 18.7
1982.52 ± 16.43
1955.11 ± 15.95
1902.0 ± 28.71
1887.62 ± 22.95
1867.54 ± 19.42
1833.58 ± 14.53
1822.95 ± 16.69
1813.85 ± 18.28
1799.09 ± 13.77
1797.56 ± 21.79
1806.57 ± 17.33
1803.87 ± 15.49
1800.57 ± 21.89
1801.9 ± 11.52
1804.44 ± 11.77
1793.77 ± 19.64
1798.85 ± 9.48
1809.27 ± 20.63
I_500_40_20
2021.66 ± 24.43
1981.83 ± 24.34
1943.74 ± 16.68
1887.83 ± 18.4
1854.88 ± 21.17
1814.98 ± 18.95
1784.74 ± 14.49
1761.71 ± 17.63
1743.14 ± 22.02
1735.7 ± 19.1
1723.63 ± 16.76
1705.33 ± 19.64
1714.1 ± 17.13
1713.5 ± 16.26
1715.92 ± 20.38
1712.02 ± 15.42
1716.65 ± 20.62
1717.26 ± 23.21
1714.55 ± 17.95
1713.99 ± 20.46
1715.87 ± 16.35
I_500_50_0
2383.62 ± 3.67
2306.95 ± 5.38
2239.69 ± 5.16
2173.61 ± 6.18
2117.64 ± 7.72
2073.82 ± 7.85
2035.07 ± 6.58
1999.65 ± 7.57
1975.34 ± 9.08
1957.75 ± 8.18
1941.23 ± 8.19
1929.95 ± 6.41
1918.23 ± 8.17
1919.99 ± 7.07
1919.12 ± 8.54
1920.0 ± 6.23
1919.36 ± 7.88
1919.27 ± 7.29
1917.95 ± 6.42
1921.17 ± 5.3
1920.9 ± 7.27
I_500_50_10
2155.46 ± 17.31
2096.48 ± 14.45
2031.1 ± 15.19
1961.63 ± 13.44
1924.17 ± 22.76
1871.71 ± 13.37
1826.48 ± 12.83
1803.27 ± 18.31
1780.67 ± 21.86
1766.66 ± 11.85
1746.71 ± 16.6
1746.1 ± 10.87
1741.71 ± 18.67
1739.13 ± 14.5
1737.68 ± 24.57
1748.88 ± 20.29
1745.58 ± 16.89
1736.62 ± 13.77
1748.9 ± 13.9
1745.52 ± 17.57
1745.88 ± 21.3
I_500_50_20
1908.59 ± 18.65
1880.47 ± 13.09
1852.91 ± 20.15
1799.53 ± 20.55
1749.27 ± 20.73
1698.16 ± 30.05
1663.36 ± 18.03
1644.28 ± 17.48
1632.52 ± 16.83
1626.03 ± 23.27
1594.17 ± 26.96
1608.73 ± 23.18
1610.43 ± 19.04
1604.29 ± 16.29
1599.18 ± 22.58
1603.46 ± 25.26
1609.29 ± 19.05
1594.96 ± 22.39
1610.04 ± 13.94
1609.82 ± 25.49
1607.72 ± 14.42
I_500_random_0
2384.18 ± 4.54
2325.24 ± 3.44
2282.11 ± 5.37
2249.14 ± 5.34
2222.08 ± 6.22
2202.66 ± 7.21
2186.44 ± 6.42
2172.74 ± 7.24
2160.82 ± 7.25
2151.86 ± 7.04
2147.18 ± 6.1
2140.85 ± 6.49
2138.07 ± 6.85
2136.6 ± 7.07
2134.73 ± 7.25
2133.16 ± 7.17
2137.24 ± 5.45
2135.99 ± 6.91
2135.91 ± 7.18
2135.57 ± 6.49
2133.23 ± 7.41
I_500_random_10
2128.21 ± 16.94
2082.1 ± 15.74
2036.17 ± 16.68
1990.03 ± 16.08
1964.64 ± 16.14
1947.55 ± 15.65
1927.75 ± 16.47
1913.02 ± 16.08
1906.23 ± 18.03
1895.87 ± 18.23
1891.94 ± 16.36
1889.13 ± 15.2
1892.07 ± 18.7
1886.99 ± 20.41
1888.12 ± 17.66
1889.34 ± 20.34
1891.87 ± 17.71
1889.3 ± 19.29
1891.28 ± 18.16
1891.83 ± 18.46
1892.42 ± 17.43
I_500_random_20
2009.66 ± 24.86
1977.6 ± 20.88
1937.13 ± 27.37
1899.68 ± 20.3
1876.62 ± 19.94
1858.95 ± 19.59
1842.25 ± 15.71
1831.81 ± 17.91
1820.71 ± 18.81
1814.58 ± 17.53
1801.08 ± 20.59
1810.43 ± 13.57
1805.82 ± 28.6
1809.36 ± 14.92
1800.36 ± 14.75
1798.01 ± 20.02
1797.86 ± 20.72
1805.93 ± 16.97
1812.17 ± 14.92
1802.53 ± 17.01
1813.26 ± 16.29
Genetic Algorithm Reduction Factor Results for the Synthetical Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_50_10_0
0.0
0.51
1.15
1.66
2.53
2.87
3.25
3.76
3.86
4.4
4.76
4.81
5.28
5.27
5.58
5.48
5.45
5.45
5.22
5.4
5.37
I_50_10_10
0.0
0.41
1.29
1.56
2.82
2.46
3.75
4.46
4.97
4.81
4.93
4.45
5.26
5.87
5.28
5.81
5.49
5.87
6.03
4.93
5.12
I_50_10_20
0.0
3.22
3.53
2.05
5.45
3.43
5.58
6.68
7.77
6.44
4.9
6.0
4.81
8.91
7.79
7.23
7.12
7.0
7.12
6.23
5.39
I_50_20_0
0.0
1.19
2.59
4.04
5.01
5.92
7.09
7.53
8.33
8.68
9.33
9.57
9.69
10.19
10.14
9.93
10.17
10.19
10.25
10.27
9.86
I_50_20_10
0.0
0.83
3.26
3.33
4.43
5.51
6.67
7.84
8.4
8.02
9.24
9.6
9.66
9.5
9.32
9.83
9.1
9.22
9.0
9.73
9.37
I_50_20_20
0.0
0.12
0.31
1.21
1.65
2.43
3.49
3.81
6.17
5.97
6.92
5.28
6.43
6.59
5.62
5.83
8.9
7.12
7.17
6.28
4.9
I_50_30_0
0.0
1.78
4.2
5.47
7.36
9.15
10.72
11.18
12.05
13.04
13.45
13.6
13.96
14.15
14.44
14.07
14.6
14.33
14.24
14.46
14.08
I_50_30_10
0.0
2.62
3.16
5.28
7.37
8.19
10.45
10.84
11.04
12.37
13.82
11.76
12.79
13.39
13.47
13.13
12.38
12.89
13.71
12.52
13.18
I_50_30_20
0.0
1.32
4.11
5.63
8.13
8.97
10.63
12.91
13.91
13.99
14.36
14.92
15.49
15.19
15.21
15.08
14.86
14.82
15.5
14.49
15.06
I_50_40_0
0.0
2.35
6.06
7.94
10.34
11.9
13.9
14.72
15.96
16.42
17.12
17.69
17.8
17.57
18.37
18.34
17.81
18.05
18.14
17.97
18.0
I_50_40_10
0.0
2.39
5.13
7.08
9.24
12.26
14.74
14.66
14.82
16.04
16.23
15.96
18.71
16.43
15.56
17.71
18.01
17.68
16.32
16.82
15.72
I_50_40_20
0.0
0.82
2.5
4.13
6.21
8.0
10.36
12.01
11.98
13.31
13.72
12.55
12.66
13.72
13.45
13.0
13.83
13.41
13.6
13.22
13.32
I_50_50_0
0.0
2.97
6.89
9.48
12.73
14.78
16.8
17.57
19.39
19.8
20.61
21.24
21.6
21.32
21.63
21.49
21.13
21.46
21.91
21.55
21.37
I_50_50_10
0.0
2.44
6.77
8.88
12.85
14.34
16.06
17.3
18.79
19.1
19.54
19.87
19.99
20.41
20.68
20.28
20.97
20.72
20.53
20.12
20.23
I_50_50_20
0.0
1.73
4.79
7.87
10.56
11.19
14.38
15.97
17.31
16.43
18.19
18.53
18.24
17.19
17.69
19.34
18.83
18.05
16.75
18.46
18.06
I_50_random_0
0.0
2.31
4.48
5.7
7.55
7.55
8.64
9.66
10.32
10.28
10.95
11.55
11.54
11.74
11.63
11.51
11.51
11.54
11.64
12.02
11.36
I_50_random_10
0.0
1.93
5.34
5.79
8.0
8.35
9.38
9.6
10.36
10.61
10.55
10.65
10.45
11.59
10.57
10.84
10.94
10.7
10.88
10.88
10.97
I_50_random_20
0.0
0.75
2.85
4.33
5.97
6.09
7.17
7.85
8.7
9.11
9.62
10.0
9.0
9.72
8.78
10.2
8.86
8.64
9.2
9.49
10.02
I_100_10_0
0.0
0.74
1.18
1.84
2.44
2.79
3.31
3.73
3.86
4.18
4.51
4.51
4.65
4.73
4.73
4.75
4.94
4.97
5.07
5.09
4.94
I_100_10_10
0.0
0.83
1.55
2.4
2.71
3.23
3.58
4.11
4.68
4.43
4.62
5.14
5.18
5.05
5.29
5.35
5.28
5.12
5.27
5.19
5.22
I_100_10_20
0.0
0.24
1.26
2.14
1.21
1.96
2.97
2.86
3.75
4.95
4.68
4.12
3.9
4.03
4.83
4.73
4.61
4.7
4.14
4.57
4.72
I_100_20_0
0.0
1.31
2.53
3.61
4.82
5.6
6.31
7.19
7.59
7.96
8.37
8.67
8.85
8.86
9.03
9.09
9.0
9.01
9.16
9.13
9.11
I_100_20_10
0.0
0.54
2.67
3.21
4.86
6.0
6.38
7.4
7.96
7.09
8.82
8.51
8.54
9.47
8.07
8.71
9.24
8.38
8.37
8.26
8.52
I_100_20_20
0.0
2.02
2.57
4.6
6.08
6.78
7.49
8.66
8.98
9.24
9.61
9.4
10.72
9.93
10.82
10.09
9.3
10.26
10.51
10.9
9.62
I_100_30_0
0.0
2.04
4.01
5.75
7.05
8.28
9.31
10.39
11.28
11.7
12.14
12.53
12.65
12.7
13.0
12.84
12.92
12.96
12.84
12.89
13.01
I_100_30_10
0.0
2.03
4.24
6.04
7.66
9.01
10.01
10.84
11.72
12.29
13.14
12.96
13.2
13.35
13.03
13.54
13.54
13.25
13.5
13.52
13.11
I_100_30_20
0.0
0.78
2.39
4.27
4.79
6.8
8.37
9.3
9.51
10.05
11.02
10.97
10.99
10.47
11.43
11.29
11.26
11.0
11.45
11.38
10.7
I_100_40_0
0.0
2.53
5.09
7.34
9.08
10.79
12.13
13.35
14.09
14.76
15.3
15.55
15.86
15.97
16.2
16.04
16.31
16.12
16.02
16.38
15.94
I_100_40_10
0.0
2.6
6.07
7.6
9.9
11.91
12.79
14.7
14.98
15.38
16.29
15.85
16.68
16.42
16.47
17.06
16.6
16.54
16.61
16.63
16.53
I_100_40_20
0.0
1.96
5.3
7.04
9.85
12.65
13.75
14.84
14.51
16.25
16.6
16.41
17.67
16.64
16.31
17.5
16.94
16.34
16.44
16.61
17.43
I_100_50_0
0.0
3.3
6.35
9.02
11.5
13.45
15.19
16.3
17.41
17.92
18.45
18.82
18.94
19.1
19.19
19.21
18.95
19.16
18.93
19.2
18.98
I_100_50_10
0.0
3.77
6.6
10.13
12.22
14.41
15.53
17.35
18.54
19.15
19.05
20.01
19.78
19.88
19.66
19.92
19.52
19.69
19.52
19.71
19.95
I_100_50_20
-0.0
2.73
6.04
8.9
11.66
13.99
15.71
17.32
17.79
18.67
18.47
19.09
18.31
19.05
19.7
18.89
18.77
18.66
18.93
18.58
18.43
I_100_random_0
0.0
2.8
5.09
6.64
7.73
8.54
9.02
9.59
9.65
10.08
10.17
10.26
10.35
10.4
10.44
10.4
10.44
10.49
10.39
10.44
10.41
I_100_random_10
0.0
2.56
4.42
5.08
5.82
6.73
6.84
7.3
7.75
8.73
8.96
8.6
8.67
9.18
8.97
8.77
9.17
8.74
9.32
9.37
8.6
I_100_random_20
0.0
4.25
5.53
7.42
8.4
9.45
9.32
10.29
10.79
10.91
10.66
10.72
11.06
10.88
11.18
10.96
10.16
10.96
10.87
11.07
10.12
I_150_10_0
0.0
0.58
1.06
1.35
1.81
2.02
2.28
2.61
2.96
3.03
3.22
3.28
3.58
3.75
3.83
3.79
3.89
3.72
3.77
3.79
3.79
I_150_10_10
0.0
0.4
0.55
1.46
1.7
1.92
2.4
2.39
2.32
3.02
3.35
2.91
3.25
3.17
3.09
3.63
3.26
2.94
3.57
3.26
3.24
I_150_10_20
0.0
1.1
0.98
0.81
0.16
0.05
0.14
1.82
0.47
0.25
1.89
1.26
0.28
0.98
1.11
0.78
1.48
2.67
1.25
0.64
0.69
I_150_20_0
0.0
0.86
2.0
2.66
3.57
3.99
4.73
5.18
5.79
6.06
6.3
6.73
6.92
7.02
7.2
7.12
7.08
7.27
7.19
7.23
7.24
I_150_20_10
0.0
1.51
2.65
3.32
4.49
4.74
5.48
6.15
7.55
7.74
7.15
7.63
8.26
8.1
8.05
7.43
8.12
8.5
7.29
7.9
8.44
I_150_20_20
0.0
1.53
2.4
3.16
3.78
5.04
4.65
6.17
6.62
7.09
6.89
7.05
7.69
8.0
7.56
7.7
7.56
7.74
7.4
7.77
7.79
I_150_30_0
0.0
1.65
2.79
3.94
5.3
6.15
6.88
7.84
8.55
9.15
9.43
9.96
10.07
10.4
10.46
10.55
10.47
10.65
10.51
10.58
10.42
I_150_30_10
0.0
1.7
3.37
4.54
5.63
6.27
6.91
7.87
8.42
9.05
9.28
10.13
9.79
10.41
10.56
10.23
10.49
10.61
10.11
10.53
10.45
I_150_30_20
0.0
1.25
3.16
4.22
5.21
6.34
7.27
8.1
8.5
8.73
9.75
9.55
9.98
10.05
9.97
10.41
10.33
10.11
9.95
10.03
9.76
I_150_40_0
0.0
2.08
3.96
5.42
7.11
8.29
9.33
10.42
11.51
12.05
12.47
13.1
13.31
13.49
13.64
13.67
13.72
13.5
13.54
13.65
13.65
I_150_40_10
0.0
2.05
4.7
5.66
7.07
7.5
9.34
10.41
11.2
11.73
12.17
12.84
12.84
13.09
12.79
13.39
13.3
12.87
13.42
12.36
12.75
I_150_40_20
0.0
2.82
4.84
5.71
7.4
8.49
10.05
10.99
11.22
12.1
12.59
12.88
12.96
13.43
13.05
13.28
13.6
13.09
13.9
13.48
13.25
I_150_50_0
0.0
2.4
4.65
6.81
8.61
10.28
11.84
13.06
13.98
14.79
15.43
15.85
16.14
16.42
16.5
16.39
16.49
16.24
16.46
16.57
16.43
I_150_50_10
0.0
2.9
4.55
6.67
8.55
10.94
11.79
12.02
13.25
14.21
14.68
15.38
15.48
15.4
16.24
15.46
15.63
15.95
15.44
15.99
15.91
I_150_50_20
0.0
2.78
5.61
7.04
9.53
10.98
12.58
12.92
14.06
14.85
15.87
15.69
14.94
15.51
15.89
16.1
15.68
15.41
15.99
15.18
15.29
I_150_random_0
0.0
1.92
3.4
4.46
5.64
6.41
7.25
7.82
8.21
8.53
8.75
8.96
9.03
9.11
9.15
9.2
9.18
9.23
9.09
9.0
9.28
I_150_random_10
0.0
2.12
2.86
4.36
5.3
5.49
6.86
7.37
7.46
8.15
8.47
8.54
8.26
8.6
8.82
8.59
8.57
8.6
8.46
8.39
8.3
I_150_random_20
0.0
1.95
3.65
5.07
5.74
6.55
7.15
7.7
7.72
8.56
8.47
8.65
8.62
8.32
9.37
9.04
8.82
8.55
8.95
8.5
8.64
I_200_10_0
0.0
0.77
1.34
1.8
2.31
2.83
3.18
3.63
3.94
4.21
4.53
4.78
4.99
5.11
5.2
5.19
5.19
5.12
5.2
5.28
5.24
I_200_10_10
0.0
1.19
1.61
1.08
2.63
2.95
3.27
3.51
3.95
4.18
4.13
4.53
4.98
5.11
5.41
4.75
5.27
4.82
4.69
6.01
5.01
I_200_10_20
0.0
0.89
1.28
1.98
2.53
2.16
3.07
3.49
4.11
4.3
4.8
4.77
4.67
5.0
5.16
4.76
4.93
5.09
4.82
5.3
4.89
I_200_20_0
0.0
1.34
2.47
3.58
4.65
5.57
6.37
7.11
7.75
8.22
8.85
9.26
9.41
9.78
9.85
9.89
9.72
9.92
9.85
9.76
9.84
I_200_20_10
0.0
1.84
2.66
3.34
4.64
5.22
6.75
6.93
7.97
8.38
8.51
9.09
9.22
9.35
9.39
9.23
9.83
9.46
9.35
9.71
9.6
I_200_20_20
0.0
1.34
2.0
3.52
4.12
5.17
5.58
6.5
7.86
8.02
8.74
9.29
8.71
8.74
8.86
8.74
9.56
9.45
9.53
8.67
9.23
I_200_30_0
0.0
1.99
3.84
5.43
6.89
8.21
9.33
10.32
11.17
12.06
12.84
13.05
13.58
13.84
13.87
13.77
13.86
13.83
13.83
13.79
13.81
I_200_30_10
0.0
2.21
3.78
5.59
7.3
8.26
9.46
10.46
11.4
12.29
12.78
13.43
13.9
14.1
13.94
13.87
13.85
14.05
13.54
13.75
13.65
I_200_30_20
0.0
1.81
4.01
5.26
7.15
8.51
9.8
11.1
11.69
12.5
13.11
13.75
14.01
13.78
13.96
13.89
13.54
13.97
14.09
14.26
13.82
I_200_40_0
0.0
2.8
5.13
7.22
9.02
10.84
12.31
13.52
14.84
15.7
16.42
17.08
17.28
17.57
17.48
17.44
17.58
17.47
17.39
17.59
17.55
I_200_40_10
0.0
3.05
5.46
7.86
9.81
11.72
13.41
14.56
15.48
16.44
17.28
17.81
18.04
18.07
18.25
18.28
18.09
18.19
18.16
18.01
18.27
I_200_40_20
0.0
2.78
5.48
7.4
9.27
11.27
12.43
13.97
14.88
16.08
16.69
17.14
17.47
17.36
17.57
17.43
17.41
17.23
17.51
17.66
17.63
I_200_50_0
0.0
3.41
6.26
8.85
11.16
13.3
15.24
16.48
18.06
19.0
19.78
20.32
20.57
20.84
20.73
20.83
20.87
20.75
20.77
20.85
20.75
I_200_50_10
0.0
3.77
6.91
9.57
12.67
15.1
16.88
18.33
19.26
20.78
21.43
21.97
22.19
22.13
21.82
21.84
22.01
22.26
21.97
22.8
22.23
I_200_50_20
0.0
2.55
5.48
7.72
10.39
12.33
14.25
15.71
17.23
18.04
18.63
18.45
18.56
18.74
18.49
18.82
19.01
18.81
18.89
18.76
18.56
I_200_random_0
0.0
2.33
4.09
5.59
6.86
7.91
8.83
9.6
10.01
10.36
10.79
11.08
11.12
11.31
11.28
11.28
11.35
11.26
11.38
11.39
11.29
I_200_random_10
0.0
2.55
4.65
5.93
7.05
7.95
8.79
8.96
9.65
10.3
10.77
10.66
10.44
11.21
10.57
10.8
11.31
10.83
11.17
10.83
10.91
I_200_random_20
0.0
1.77
3.18
4.63
5.91
7.17
7.8
9.01
9.39
9.72
10.58
9.46
10.11
10.34
10.45
10.13
11.2
9.69
10.75
10.04
10.41
I_250_10_0
0.0
0.65
1.22
1.79
2.35
2.69
3.09
3.49
3.75
4.02
4.36
4.44
4.67
4.96
4.84
4.86
4.9
4.88
4.91
4.85
4.97
I_250_10_10
0.0
0.65
1.7
1.97
2.65
3.18
3.46
3.98
4.5
4.47
4.4
4.77
5.09
5.3
5.08
5.31
5.33
5.16
5.38
5.5
5.41
I_250_10_20
0.0
1.1
1.37
1.52
2.81
2.96
3.58
3.53
3.86
4.07
4.24
5.09
5.7
5.18
5.1
4.93
4.97
5.24
5.33
5.22
5.17
I_250_20_0
0.0
1.3
2.61
3.63
4.62
5.4
6.19
6.86
7.39
7.87
8.3
8.59
9.0
9.03
9.26
9.22
9.28
9.18
9.24
9.16
9.3
I_250_20_10
0.0
1.19
2.68
3.65
5.09
5.7
6.16
7.08
7.75
8.29
8.84
9.07
9.35
9.39
9.25
9.14
9.38
9.31
9.2
9.12
9.19
I_250_20_20
0.0
1.54
2.99
3.61
5.33
6.59
7.19
7.8
7.98
8.79
9.43
9.2
9.78
10.3
10.09
10.04
10.16
10.15
9.81
10.12
9.88
I_250_30_0
0.0
2.01
3.95
5.54
6.85
8.01
9.15
10.07
11.0
11.45
12.22
12.49
12.84
13.14
13.1
13.18
13.07
13.21
13.13
13.19
13.16
I_250_30_10
0.0
2.23
4.45
6.31
8.15
8.99
10.09
11.17
11.86
12.7
13.17
13.96
14.25
14.22
14.0
14.1
14.11
14.13
13.69
13.7
13.81
I_250_30_20
0.0
1.9
4.17
6.28
7.89
9.2
9.83
11.37
12.15
12.21
12.81
13.51
13.72
14.21
13.73
13.62
13.79
13.41
13.68
14.04
13.59
I_250_40_0
0.0
2.79
5.34
7.4
9.1
10.58
11.99
13.01
14.1
14.82
15.48
15.91
16.17
16.55
16.67
16.55
16.68
16.5
16.68
16.61
16.62
I_250_40_10
0.0
2.86
5.09
7.51
9.42
10.67
12.47
13.81
15.19
16.1
16.12
16.37
16.62
16.41
16.87
16.71
16.54
16.75
16.5
16.69
16.91
I_250_40_20
0.0
2.49
5.22
7.68
10.77
11.76
12.98
14.53
15.48
16.11
16.7
16.45
16.87
17.06
17.63
17.02
17.24
16.65
17.21
16.51
17.04
I_250_50_0
0.0
3.32
6.53
8.98
11.21
12.75
14.63
15.87
16.91
17.81
18.47
19.03
19.38
19.67
19.65
19.76
19.79
19.59
19.63
19.54
19.75
I_250_50_10
0.0
3.05
6.3
9.44
12.09
14.12
15.69
17.23
18.46
19.3
19.53
20.2
20.22
20.54
20.54
20.71
20.45
20.48
20.08
20.52
20.34
I_250_50_20
0.0
3.21
7.29
10.26
13.21
14.89
17.15
18.36
19.07
19.96
20.31
21.34
21.52
21.2
20.87
20.98
21.13
21.13
21.03
21.08
21.23
I_250_random_0
0.0
2.74
4.77
6.18
7.29
8.36
9.14
9.73
10.34
10.77
10.94
11.25
11.63
11.66
11.68
11.69
11.7
11.82
11.64
11.79
11.78
I_250_random_10
0.0
2.89
4.79
6.03
7.67
8.09
9.36
9.79
10.18
10.76
10.74
11.13
11.24
11.38
11.51
11.26
11.36
11.44
11.23
11.5
11.67
I_250_random_20
0.0
3.41
4.9
6.17
8.39
9.21
9.1
10.59
10.9
11.91
10.9
11.74
11.75
11.02
11.68
11.39
11.07
12.04
11.31
11.31
11.85
I_300_10_0
0.0
0.53
1.07
1.51
2.07
2.42
2.83
3.17
3.43
3.6
3.84
3.98
4.1
4.13
4.23
4.16
4.37
4.29
4.34
4.32
4.31
I_300_10_10
-0.0
0.5
1.0
1.72
1.98
2.53
2.63
2.46
3.09
3.03
3.3
3.27
4.04
4.53
4.01
3.67
3.75
4.08
3.75
4.14
3.83
I_300_10_20
0.0
0.08
0.86
1.91
1.77
2.53
2.49
2.71
3.11
3.57
3.36
3.44
4.0
3.76
3.96
3.91
3.5
3.93
3.45
4.01
3.68
I_300_20_0
0.0
1.18
2.3
3.21
4.17
5.01
5.69
6.29
6.84
7.11
7.55
7.78
8.08
8.16
8.21
8.22
8.19
8.33
8.3
8.29
8.35
I_300_20_10
0.0
0.88
1.59
2.14
3.58
4.69
4.92
6.1
5.95
6.7
6.86
7.42
7.39
7.62
7.53
7.8
8.0
7.69
8.21
7.76
7.97
I_300_20_20
0.0
1.05
2.42
3.14
4.45
5.09
6.32
6.69
6.86
7.64
7.76
8.27
8.11
8.58
8.22
8.07
8.16
8.15
8.62
8.84
8.69
I_300_30_0
0.0
1.85
3.44
4.98
6.29
7.43
8.39
9.36
9.98
10.71
11.02
11.36
11.56
11.87
11.87
11.95
11.84
11.97
11.95
12.05
11.84
I_300_30_10
0.0
1.87
4.06
5.38
6.3
7.84
8.57
9.47
9.79
10.46
11.26
11.45
11.69
11.91
12.05
11.72
11.48
11.91
11.49
11.83
11.76
I_300_30_20
0.0
1.32
3.38
5.25
6.29
7.91
8.36
9.62
10.05
10.61
11.16
11.7
11.3
11.46
11.59
11.42
11.67
11.49
11.47
11.6
11.62
I_300_40_0
0.0
2.35
4.59
6.5
8.25
9.84
11.1
12.12
12.87
13.72
14.15
14.57
14.78
15.0
15.06
15.05
14.95
15.01
15.12
14.93
14.89
I_300_40_10
0.0
2.63
4.95
6.92
9.1
10.54
11.86
12.98
13.71
14.38
14.99
15.12
15.8
15.66
15.22
15.5
15.7
15.35
15.27
15.69
15.92
I_300_40_20
0.0
2.1
4.27
6.39
9.07
10.45
12.26
13.46
13.49
14.62
14.9
15.19
15.27
15.59
15.59
15.08
15.96
15.6
15.47
15.33
15.35
I_300_50_0
0.0
3.03
5.74
8.28
10.46
12.28
13.77
14.89
15.8
16.76
17.28
17.55
17.93
18.08
18.11
18.03
17.97
18.06
17.98
17.96
17.98
I_300_50_10
0.0
2.31
5.34
8.05
10.41
12.28
13.67
14.82
15.76
16.21
16.89
16.62
17.18
17.63
17.19
17.44
17.08
17.44
17.4
17.32
17.52
I_300_50_20
0.0
2.94
5.96
8.78
11.22
13.0
14.73
16.0
16.99
17.72
18.07
18.69
18.39
18.08
18.33
18.4
18.03
18.33
18.66
18.4
18.18
I_300_random_0
0.0
2.38
4.16
5.42
6.57
7.29
7.99
8.45
8.9
9.29
9.51
9.54
9.79
9.81
10.03
10.0
9.96
9.98
9.95
9.87
9.88
I_300_random_10
0.0
1.93
3.79
5.07
6.23
7.3
7.54
8.65
8.35
8.76
9.3
9.61
9.31
9.45
9.77
9.59
9.44
9.6
9.54
9.8
9.61
I_300_random_20
0.0
1.02
2.81
3.84
5.1
5.62
5.53
6.55
6.68
6.83
7.03
7.14
7.15
7.37
7.72
7.64
7.88
7.51
7.08
7.24
7.5
I_350_10_0
0.0
0.57
1.18
1.72
2.18
2.57
2.99
3.35
3.67
3.92
4.11
4.38
4.37
4.53
4.62
4.67
4.65
4.71
4.67
4.66
4.64
I_350_10_10
0.0
0.25
0.76
1.25
2.16
2.49
2.99
2.92
3.65
4.03
4.02
4.08
4.14
4.29
4.38
4.31
4.71
4.54
4.4
4.73
4.72
I_350_10_20
0.0
0.01
0.88
1.24
1.96
2.35
2.86
2.99
3.27
3.79
4.09
3.69
4.09
4.06
4.11
4.2
4.03
3.96
4.03
4.25
4.18
I_350_20_0
0.0
1.29
2.53
3.6
4.51
5.27
6.07
6.64
7.2
7.7
8.18
8.42
8.77
8.88
8.91
8.94
8.99
8.86
8.99
8.93
8.89
I_350_20_10
0.0
1.25
2.18
3.34
4.38
5.54
6.12
6.69
7.35
8.02
8.21
8.44
9.13
9.08
9.03
8.8
8.83
8.91
9.06
9.1
8.82
I_350_20_20
0.0
0.63
2.31
3.34
4.67
5.59
5.97
6.74
7.62
7.92
8.26
8.34
9.24
9.11
9.28
8.83
9.17
8.84
9.02
8.56
8.54
I_350_30_0
0.0
1.88
3.75
5.13
6.66
7.76
8.92
9.74
10.59
11.34
11.74
12.12
12.35
12.57
12.6
12.65
12.63
12.55
12.59
12.59
12.64
I_350_30_10
0.0
1.51
3.4
4.95
6.88
7.91
8.86
9.94
10.74
11.36
11.86
12.02
12.12
12.4
12.02
12.21
11.86
12.19
12.12
12.24
12.3
I_350_30_20
0.0
2.24
3.52
5.38
7.14
8.17
10.08
10.71
11.24
11.92
12.16
12.78
12.91
12.71
12.54
13.15
12.93
12.85
12.92
12.81
13.19
I_350_40_0
0.0
2.49
4.89
6.94
8.72
10.41
11.66
12.85
13.72
14.48
15.03
15.53
15.92
16.02
16.04
16.07
16.05
15.97
16.02
15.96
15.99
I_350_40_10
0.0
2.64
5.32
7.45
9.73
11.02
12.22
13.3
14.33
15.21
15.62
15.93
16.31
16.29
16.31
16.51
16.08
16.36
16.37
16.38
16.24
I_350_40_20
-0.0
1.97
4.55
6.75
9.16
10.43
12.36
13.38
14.05
14.55
15.5
15.11
15.2
15.7
15.56
15.4
15.19
15.1
15.48
15.14
15.21
I_350_50_0
0.0
3.19
6.16
8.67
10.89
12.8
14.4
15.68
16.85
17.48
18.3
18.55
18.91
19.02
19.01
19.05
19.06
19.15
19.09
19.17
18.86
I_350_50_10
0.0
3.14
6.17
8.96
11.46
13.32
15.12
16.08
17.43
17.99
18.47
18.81
18.91
19.11
18.87
18.84
19.05
19.02
19.11
19.15
18.9
I_350_50_20
0.0
3.23
6.14
9.4
11.15
13.83
15.08
16.67
17.52
18.77
19.07
19.05
19.31
19.22
18.4
18.65
18.74
19.44
19.25
18.55
18.87
I_350_random_0
0.0
2.33
4.04
5.11
6.26
7.09
7.68
8.28
8.76
9.07
9.24
9.46
9.66
9.62
9.71
9.74
9.73
9.73
9.69
9.72
9.69
I_350_random_10
0.0
2.58
3.82
5.21
7.03
7.63
7.74
8.28
9.25
9.93
9.86
9.63
9.42
9.47
9.56
9.8
9.74
9.83
9.35
10.46
9.66
I_350_random_20
0.0
1.62
2.9
5.16
6.16
6.38
7.49
7.77
7.73
8.07
8.25
8.39
7.87
8.68
8.56
8.46
9.03
8.14
8.87
9.26
8.39
I_400_10_0
0.0
0.64
1.24
1.7
2.27
2.67
3.07
3.44
3.65
3.88
4.1
4.19
4.41
4.4
4.48
4.69
4.54
4.58
4.52
4.56
4.58
I_400_10_10
0.0
0.57
0.98
1.59
1.9
2.4
2.94
3.52
3.67
3.58
3.73
4.11
4.22
4.32
4.26
4.07
4.2
4.25
4.44
4.18
4.35
I_400_10_20
0.0
0.2
0.15
1.44
1.31
1.72
2.06
2.73
3.26
2.57
3.64
3.78
3.76
3.44
3.58
3.24
4.12
3.43
3.36
3.75
3.52
I_400_20_0
0.0
1.23
2.33
3.37
4.36
5.19
5.92
6.53
7.0
7.42
7.81
8.06
8.33
8.47
8.59
8.43
8.56
8.59
8.53
8.51
8.51
I_400_20_10
0.0
1.2
2.14
3.19
4.31
5.06
5.77
6.28
6.92
7.35
7.22
7.54
8.01
8.1
7.92
8.05
7.88
7.9
8.16
7.64
7.64
I_400_20_20
0.0
1.21
2.16
3.24
3.99
4.99
5.6
6.59
6.84
7.67
7.87
7.85
7.59
8.03
7.97
7.87
8.18
7.95
7.78
7.88
8.03
I_400_30_0
0.0
1.91
3.66
5.24
6.65
7.88
8.93
9.75
10.4
10.95
11.51
11.75
12.08
12.34
12.31
12.23
12.18
12.22
12.19
12.35
12.32
I_400_30_10
0.0
1.55
3.44
4.91
6.6
7.74
8.68
9.37
10.51
10.8
11.1
11.64
11.94
11.93
11.72
12.01
11.91
11.84
11.72
11.83
11.58
I_400_30_20
0.0
0.58
1.79
3.5
4.78
6.47
7.44
8.23
8.28
8.73
9.43
9.17
9.24
10.13
9.41
10.4
9.13
10.03
9.4
9.92
9.51
I_400_40_0
0.0
2.57
4.85
7.09
8.77
10.4
11.68
12.77
13.65
14.4
14.79
15.25
15.52
15.68
15.67
15.64
15.67
15.64
15.7
15.57
15.71
I_400_40_10
0.0
1.76
4.64
6.51
8.18
10.05
11.01
12.18
13.18
13.82
14.06
14.35
14.7
14.39
14.67
14.44
14.69
14.47
14.47
14.72
14.53
I_400_40_20
0.0
2.4
4.6
6.88
8.45
10.54
11.55
12.92
13.72
13.94
14.69
14.66
14.51
14.86
14.77
14.97
14.6
14.91
14.89
14.52
14.96
I_400_50_0
0.0
3.19
6.16
8.61
11.03
12.8
14.31
15.64
16.58
17.35
18.01
18.29
18.73
18.61
18.6
18.7
18.59
18.59
18.6
18.51
18.65
I_400_50_10
0.0
3.11
6.36
9.18
11.36
13.39
14.96
16.69
17.05
17.87
18.78
18.86
18.9
19.02
18.55
18.97
18.98
19.13
18.74
18.91
18.79
I_400_50_20
0.0
2.78
5.9
8.55
10.83
13.02
14.76
15.46
16.55
17.5
18.18
18.14
17.88
17.8
18.13
18.03
18.2
18.27
18.13
18.31
18.13
I_400_random_0
0.0
2.33
4.1
5.29
6.49
7.34
8.03
8.7
9.22
9.49
9.87
9.91
10.2
10.23
10.27
10.05
10.15
10.25
10.15
10.18
10.24
I_400_random_10
0.0
1.63
4.23
5.67
6.76
7.64
8.13
8.84
9.52
9.62
9.45
10.11
9.82
9.9
9.88
9.91
10.05
9.78
9.7
9.26
10.03
I_400_random_20
0.0
0.66
2.54
3.08
3.89
4.12
5.81
5.27
6.04
6.09
6.47
5.97
6.64
7.0
7.08
5.89
6.48
7.32
6.77
6.45
7.87
I_450_10_0
0.0
0.69
1.32
1.8
2.42
2.83
3.27
3.61
3.88
4.23
4.49
4.67
4.83
4.99
5.15
5.16
5.09
5.08
5.17
5.09
5.2
I_450_10_10
0.0
0.77
1.43
2.14
2.5
3.17
3.85
3.7
4.37
4.96
4.88
4.99
5.18
5.25
5.34
5.31
5.45
5.35
5.56
5.35
5.48
I_450_10_20
0.0
0.34
0.27
0.35
0.96
1.44
1.51
2.04
2.11
2.33
2.49
3.51
3.36
3.2
3.19
2.79
3.0
3.4
3.12
3.11
3.1
I_450_20_0
0.0
1.46
2.62
3.9
4.83
5.75
6.55
7.14
7.7
8.12
8.57
9.08
9.39
9.58
9.68
9.8
9.8
9.74
9.74
9.78
9.74
I_450_20_10
0.0
1.34
2.66
3.67
4.91
6.21
6.94
7.59
8.32
8.68
9.39
9.57
9.9
10.07
9.92
9.82
9.82
9.75
9.69
9.85
9.88
I_450_20_20
0.0
1.0
2.95
3.45
4.72
5.91
6.91
7.12
7.8
8.87
9.4
9.35
9.64
9.69
9.81
9.82
9.55
9.87
9.66
9.65
10.0
I_450_30_0
0.0
2.13
4.07
5.68
7.23
8.48
9.48
10.42
11.28
11.94
12.66
13.07
13.53
13.69
13.9
13.9
13.95
13.88
13.93
13.78
13.84
I_450_30_10
0.0
2.34
4.58
6.51
8.21
9.32
11.12
11.42
11.86
12.73
12.99
14.38
14.13
13.9
14.04
13.85
14.38
13.8
13.57
14.0
14.12
I_450_30_20
0.0
1.38
3.31
5.62
6.84
8.8
9.29
10.64
11.24
12.07
12.75
13.6
13.2
13.35
12.99
13.32
13.06
13.23
12.72
13.28
13.06
I_450_40_0
0.0
2.82
5.32
7.48
9.42
10.98
12.34
13.48
14.61
15.39
16.06
16.73
17.22
17.39
17.4
17.45
17.39
17.47
17.34
17.33
17.51
I_450_40_10
0.0
3.37
6.21
7.98
10.65
12.67
13.61
15.35
16.08
16.91
17.12
17.35
17.91
17.7
18.06
17.95
18.1
17.88
17.73
18.14
17.74
I_450_40_20
0.0
1.83
5.26
7.33
9.46
11.67
12.58
13.81
15.24
15.32
16.39
16.46
17.32
16.15
16.83
16.58
16.71
17.06
16.52
16.76
16.44
I_450_50_0
0.0
3.48
6.78
9.27
11.66
13.51
15.23
16.56
17.69
18.86
19.39
20.18
20.5
20.71
20.71
20.7
20.6
20.61
20.66
20.67
20.59
I_450_50_10
0.0
3.86
7.25
9.94
12.83
14.38
16.54
17.75
18.89
19.97
20.31
20.48
20.94
21.0
20.62
21.2
20.84
20.96
20.89
20.79
20.93
I_450_50_20
0.0
1.84
5.91
9.16
12.18
13.91
15.42
17.07
17.99
18.72
19.17
19.12
19.63
19.45
19.27
19.14
19.41
19.57
19.69
19.44
19.83
I_450_random_0
0.0
2.6
4.44
5.75
6.97
7.98
8.85
9.47
10.15
10.58
10.86
11.07
11.27
11.34
11.43
11.43
11.39
11.55
11.41
11.46
11.38
I_450_random_10
0.0
2.66
5.27
6.01
7.85
8.5
9.31
10.04
10.24
11.48
11.07
11.78
11.51
11.76
12.08
11.33
11.88
11.37
11.65
11.68
11.69
I_450_random_20
0.0
3.17
5.38
6.77
8.15
9.1
9.6
10.81
11.31
11.67
11.84
11.7
12.28
12.08
11.84
12.14
12.03
11.96
12.2
12.06
12.1
I_500_10_0
0.0
0.77
1.22
1.84
2.31
2.71
3.12
3.46
3.85
4.1
4.28
4.44
4.5
4.77
4.78
4.74
4.86
4.86
4.83
4.82
4.89
I_500_10_10
0.0
1.28
1.16
2.87
2.35
3.26
3.46
4.06
3.94
4.3
4.94
4.74
4.46
5.18
4.95
4.38
4.83
5.51
5.18
5.18
5.04
I_500_10_20
0.0
0.2
0.1
0.17
0.34
1.03
0.9
1.27
1.6
1.74
2.17
2.28
2.03
2.41
2.35
2.33
2.19
2.53
2.27
2.56
2.18
I_500_20_0
0.0
1.28
2.39
3.5
4.59
5.33
6.08
6.67
7.37
7.82
8.18
8.49
8.75
8.91
9.02
9.08
9.0
9.01
9.01
9.1
9.03
I_500_20_10
0.0
1.12
1.89
3.23
4.21
5.31
5.88
6.62
7.65
7.63
7.74
8.64
8.48
8.47
8.95
8.8
8.52
8.25
8.55
8.87
8.6
I_500_20_20
0.0
0.35
0.38
0.57
1.29
1.47
2.37
3.01
3.59
4.17
4.37
4.98
4.54
4.99
5.17
4.78
4.69
4.47
4.95
4.88
4.92
I_500_30_0
0.0
1.83
3.7
5.28
6.68
8.01
9.0
9.89
10.65
11.3
11.8
12.09
12.59
12.63
12.83
12.83
12.86
12.83
12.91
12.9
12.78
I_500_30_10
0.0
1.9
3.9
5.34
6.84
8.34
9.06
10.35
10.96
11.67
12.18
12.15
12.92
12.93
12.83
12.34
13.0
12.47
12.74
12.7
12.68
I_500_30_20
0.0
1.83
3.42
5.27
6.48
8.16
9.14
10.29
11.17
12.17
12.03
12.5
12.44
12.48
12.54
12.71
12.67
12.43
12.77
12.69
12.79
I_500_40_0
0.0
2.59
4.87
7.07
8.92
10.53
11.98
13.11
14.01
14.94
15.38
15.91
16.18
16.45
16.39
16.39
16.37
16.34
16.31
16.32
16.31
I_500_40_10
0.0
1.98
4.55
7.52
8.79
11.27
11.94
12.88
14.46
14.96
15.38
16.07
16.14
15.72
15.85
16.0
15.94
15.82
16.32
16.08
15.6
I_500_40_20
0.0
1.97
3.85
6.62
8.25
10.22
11.72
12.86
13.78
14.14
14.74
15.65
15.21
15.24
15.12
15.32
15.09
15.06
15.19
15.22
15.13
I_500_50_0
0.0
3.22
6.04
8.81
11.16
13.0
14.62
16.11
17.13
17.87
18.56
19.03
19.52
19.45
19.49
19.45
19.48
19.48
19.54
19.4
19.41
I_500_50_10
0.0
2.74
5.77
8.99
10.73
13.16
15.26
16.34
17.39
18.04
18.96
18.99
19.2
19.32
19.38
18.86
19.02
19.43
18.86
19.02
19.0
I_500_50_20
0.0
1.47
2.92
5.71
8.35
11.03
12.85
13.85
14.46
14.8
16.47
15.71
15.62
15.94
16.21
15.99
15.68
16.43
15.64
15.65
15.76
I_500_random_0
0.0
2.47
4.28
5.66
6.8
7.61
8.29
8.87
9.37
9.74
9.94
10.21
10.32
10.38
10.46
10.53
10.36
10.41
10.41
10.43
10.53
I_500_random_10
0.0
2.17
4.32
6.49
7.69
8.49
9.42
10.11
10.43
10.92
11.1
11.23
11.1
11.33
11.28
11.22
11.11
11.23
11.13
11.11
11.08
I_500_random_20
0.0
1.6
3.61
5.47
6.62
7.5
8.33
8.85
9.4
9.71
10.38
9.91
10.14
9.97
10.41
10.53
10.54
10.14
9.83
10.31
9.77
Simulated Annealing Fitness Value Results for the Synthetical Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_50_10_10
171.45 ± 8.2
168.51 ± 7.53
163.56 ± 5.01
170.62 ± 8.82
166.95 ± 6.21
169.55 ± 7.31
164.43 ± 3.92
166.11 ± 8.75
165.87 ± 9.5
164.95 ± 5.86
168.73 ± 6.27
163.31 ± 5.7
165.93 ± 4.51
168.74 ± 8.26
167.19 ± 9.29
166.06 ± 10.42
168.36 ± 6.9
168.89 ± 8.27
165.85 ± 3.33
168.24 ± 4.85
164.86 ± 6.0
I_50_10_20
136.3 ± 6.15
134.44 ± 9.12
134.26 ± 11.5
133.56 ± 8.74
134.54 ± 6.86
136.83 ± 8.99
130.08 ± 5.77
136.65 ± 6.82
134.02 ± 7.81
134.53 ± 6.65
131.79 ± 8.71
133.25 ± 6.4
139.15 ± 12.29
134.04 ± 11.25
133.57 ± 6.42
138.72 ± 4.64
134.8 ± 6.71
135.4 ± 10.17
136.68 ± 10.42
134.96 ± 8.09
137.07 ± 6.9
I_50_20_10
167.8 ± 11.64
166.26 ± 6.18
170.28 ± 6.13
171.11 ± 10.58
162.18 ± 3.54
168.49 ± 9.23
172.02 ± 7.9
165.23 ± 4.61
165.18 ± 5.6
163.53 ± 7.64
161.01 ± 5.0
164.45 ± 6.06
166.01 ± 8.61
164.17 ± 5.22
164.78 ± 5.67
162.37 ± 4.16
164.28 ± 7.02
166.5 ± 8.59
162.01 ± 5.01
161.49 ± 3.62
162.25 ± 7.29
I_50_20_20
126.45 ± 6.64
128.33 ± 6.18
126.11 ± 6.47
127.1 ± 5.46
125.53 ± 5.33
129.98 ± 9.71
124.05 ± 5.14
127.26 ± 5.51
129.38 ± 7.55
121.31 ± 3.14
124.84 ± 6.84
124.54 ± 6.16
125.8 ± 6.67
128.64 ± 8.7
127.25 ± 3.56
126.58 ± 5.59
122.59 ± 7.38
125.35 ± 3.3
123.09 ± 5.77
128.34 ± 5.22
125.97 ± 5.33
I_50_30_10
175.18 ± 12.28
172.82 ± 9.04
172.02 ± 8.24
165.86 ± 7.01
166.99 ± 2.81
165.64 ± 6.05
168.21 ± 4.33
167.41 ± 5.32
164.79 ± 5.64
165.24 ± 6.84
163.96 ± 5.78
162.88 ± 2.11
164.22 ± 4.42
160.74 ± 4.54
161.79 ± 6.44
162.48 ± 6.81
161.81 ± 5.89
165.76 ± 7.34
164.84 ± 3.68
163.91 ± 4.79
161.27 ± 3.96
I_50_30_20
129.62 ± 7.87
135.27 ± 8.65
133.9 ± 8.71
128.42 ± 5.53
130.35 ± 5.62
131.12 ± 7.68
127.13 ± 7.07
131.78 ± 5.06
135.78 ± 7.78
140.06 ± 9.4
135.01 ± 7.22
132.09 ± 5.91
132.17 ± 5.49
133.0 ± 10.35
133.36 ± 7.73
132.58 ± 8.97
131.85 ± 7.81
135.56 ± 8.34
127.44 ± 4.86
132.36 ± 7.7
133.67 ± 6.78
I_50_40_10
160.12 ± 6.85
165.9 ± 11.79
167.11 ± 10.5
164.95 ± 6.81
160.86 ± 2.86
161.41 ± 5.23
158.15 ± 5.17
157.51 ± 3.83
156.65 ± 4.4
155.55 ± 3.64
157.92 ± 6.89
155.4 ± 4.74
154.12 ± 5.71
155.96 ± 7.06
152.83 ± 2.89
157.32 ± 8.7
157.6 ± 8.33
153.14 ± 4.29
152.07 ± 4.26
156.08 ± 4.1
154.55 ± 3.85
I_50_40_20
128.0 ± 9.75
127.39 ± 11.4
129.11 ± 7.24
122.97 ± 7.63
127.9 ± 6.06
130.43 ± 9.79
131.4 ± 9.55
127.03 ± 8.23
125.57 ± 6.71
125.74 ± 5.47
124.86 ± 6.31
130.31 ± 6.47
127.46 ± 7.62
133.32 ± 5.45
124.24 ± 3.4
127.03 ± 7.29
128.25 ± 5.49
128.06 ± 5.87
127.93 ± 7.54
124.61 ± 6.84
130.17 ± 9.85
I_50_50_10
179.56 ± 8.02
181.41 ± 10.8
175.75 ± 6.78
177.7 ± 6.96
169.4 ± 3.67
168.02 ± 3.98
165.42 ± 5.61
165.58 ± 6.62
160.12 ± 3.29
160.12 ± 5.17
159.97 ± 3.57
159.74 ± 4.08
158.37 ± 4.67
158.71 ± 5.1
161.88 ± 3.39
157.25 ± 4.07
159.34 ± 3.22
160.81 ± 4.82
159.66 ± 4.52
157.14 ± 2.66
159.17 ± 3.09
I_50_50_20
127.38 ± 7.52
126.53 ± 4.68
125.29 ± 7.23
129.02 ± 8.11
123.97 ± 6.78
122.29 ± 6.3
122.09 ± 5.52
124.09 ± 3.71
128.75 ± 7.64
125.8 ± 5.87
123.37 ± 8.1
125.52 ± 5.61
125.28 ± 6.77
123.24 ± 5.48
131.62 ± 8.63
123.45 ± 4.21
123.19 ± 3.57
124.13 ± 4.21
122.46 ± 5.53
126.59 ± 9.31
126.11 ± 6.08
I_50_random_10
177.03 ± 10.12
174.96 ± 6.3
180.5 ± 8.44
174.53 ± 6.18
174.07 ± 3.96
172.61 ± 4.37
173.2 ± 4.16
172.91 ± 6.19
173.36 ± 3.54
170.17 ± 5.35
175.37 ± 6.92
168.28 ± 3.35
168.01 ± 5.15
171.12 ± 6.13
171.08 ± 6.44
171.47 ± 5.07
172.59 ± 7.04
165.3 ± 5.49
168.81 ± 5.67
175.35 ± 5.92
169.55 ± 5.37
I_50_random_20
136.63 ± 8.28
135.42 ± 9.92
131.72 ± 8.55
135.32 ± 8.5
136.55 ± 8.67
131.73 ± 8.78
129.28 ± 5.74
130.81 ± 5.75
135.59 ± 10.38
136.36 ± 9.41
133.83 ± 9.18
131.47 ± 6.94
131.65 ± 9.86
131.92 ± 6.59
137.99 ± 7.59
132.38 ± 9.38
137.85 ± 9.5
134.09 ± 6.68
133.13 ± 6.52
134.31 ± 5.3
137.85 ± 8.05
I_100_10_10
243.68 ± 16.83
234.23 ± 8.09
232.92 ± 11.53
243.32 ± 16.12
239.9 ± 14.57
240.64 ± 12.95
237.18 ± 11.37
236.7 ± 12.13
239.41 ± 14.34
250.01 ± 18.73
238.44 ± 12.59
234.27 ± 12.08
236.73 ± 14.87
238.09 ± 15.2
231.7 ± 10.25
233.41 ± 9.62
241.54 ± 14.03
235.78 ± 6.53
242.08 ± 14.84
240.36 ± 11.08
230.71 ± 14.19
I_100_10_20
193.19 ± 22.99
191.58 ± 19.37
181.55 ± 11.74
193.14 ± 14.46
187.94 ± 10.3
190.96 ± 14.13
196.34 ± 17.16
189.85 ± 23.73
194.75 ± 13.77
188.33 ± 13.61
183.76 ± 9.47
198.86 ± 12.78
185.25 ± 15.68
193.39 ± 18.69
182.79 ± 7.67
188.55 ± 10.08
197.12 ± 14.43
186.76 ± 11.11
188.19 ± 13.96
195.17 ± 10.66
193.97 ± 15.74
I_100_20_10
234.6 ± 19.65
233.44 ± 7.73
236.72 ± 18.22
237.64 ± 15.07
230.25 ± 16.52
231.52 ± 9.05
234.09 ± 11.67
230.61 ± 10.5
238.83 ± 13.2
241.83 ± 17.66
238.26 ± 11.93
239.14 ± 19.32
240.99 ± 18.25
241.03 ± 16.29
238.88 ± 17.79
235.48 ± 11.44
234.23 ± 11.41
242.34 ± 13.66
236.48 ± 9.81
239.65 ± 11.84
239.27 ± 9.18
I_100_20_20
177.51 ± 13.27
175.57 ± 16.46
185.1 ± 19.59
175.61 ± 14.06
177.5 ± 21.96
176.96 ± 10.64
177.81 ± 14.0
181.72 ± 8.98
182.0 ± 8.78
178.8 ± 11.96
172.29 ± 10.99
176.24 ± 10.51
176.58 ± 15.02
173.49 ± 16.53
174.06 ± 11.79
169.85 ± 7.91
173.49 ± 8.94
174.97 ± 11.97
177.57 ± 11.08
183.04 ± 12.26
172.5 ± 10.72
I_100_30_10
240.22 ± 16.94
240.64 ± 8.29
246.62 ± 15.29
238.43 ± 12.63
241.18 ± 12.03
242.46 ± 8.76
241.85 ± 14.58
244.41 ± 10.5
238.98 ± 13.9
241.59 ± 10.67
238.71 ± 8.99
238.64 ± 18.25
239.72 ± 15.73
238.46 ± 10.17
246.79 ± 10.23
242.14 ± 16.03
242.14 ± 14.41
233.0 ± 11.23
242.87 ± 18.52
234.44 ± 15.09
245.05 ± 19.0
I_100_30_20
147.53 ± 11.11
139.39 ± 6.54
153.0 ± 11.41
146.15 ± 12.73
142.21 ± 5.0
145.72 ± 8.4
145.24 ± 10.78
143.59 ± 6.8
142.46 ± 7.4
145.38 ± 7.11
145.73 ± 11.34
149.36 ± 9.23
144.49 ± 9.83
142.44 ± 8.69
141.32 ± 6.92
144.66 ± 5.76
145.25 ± 11.82
144.57 ± 8.78
144.99 ± 9.29
144.27 ± 12.33
142.77 ± 7.12
I_100_40_10
226.15 ± 17.99
217.96 ± 9.02
225.64 ± 15.16
232.15 ± 7.31
222.11 ± 7.98
214.74 ± 9.2
223.85 ± 11.91
224.9 ± 13.58
221.89 ± 9.01
221.08 ± 7.89
228.81 ± 14.58
224.23 ± 9.73
223.32 ± 12.72
226.96 ± 10.62
231.75 ± 19.32
224.31 ± 15.03
220.98 ± 9.26
221.54 ± 9.05
231.19 ± 13.1
223.28 ± 14.39
232.64 ± 12.06
I_100_40_20
172.7 ± 6.39
184.46 ± 11.73
186.0 ± 18.79
184.64 ± 18.13
179.47 ± 7.3
183.51 ± 13.33
177.81 ± 8.93
185.67 ± 13.07
178.68 ± 13.07
185.92 ± 20.53
179.1 ± 10.28
180.39 ± 11.46
181.84 ± 8.95
177.95 ± 17.66
183.42 ± 12.73
180.67 ± 14.29
185.64 ± 14.52
187.69 ± 16.09
179.16 ± 9.21
185.58 ± 18.17
182.19 ± 15.52
I_100_50_10
250.77 ± 13.98
245.15 ± 12.61
249.73 ± 14.86
251.0 ± 9.37
248.81 ± 13.0
245.9 ± 15.53
244.89 ± 11.98
242.84 ± 13.65
244.1 ± 9.11
249.59 ± 11.85
243.13 ± 9.01
243.27 ± 10.69
248.89 ± 13.51
246.64 ± 14.79
242.29 ± 7.93
242.98 ± 12.6
246.19 ± 9.8
246.91 ± 11.41
247.02 ± 9.05
245.5 ± 12.58
242.67 ± 9.09
I_100_50_20
149.63 ± 10.45
147.46 ± 9.23
152.38 ± 5.85
150.74 ± 7.52
147.25 ± 14.1
143.77 ± 8.9
150.77 ± 8.41
148.69 ± 11.75
148.77 ± 9.8
148.27 ± 5.12
155.58 ± 7.47
156.23 ± 15.5
149.29 ± 11.16
152.56 ± 10.41
146.18 ± 5.7
144.54 ± 9.18
145.95 ± 6.17
148.94 ± 9.21
146.86 ± 6.19
150.09 ± 12.42
152.92 ± 9.72
I_100_random_10
237.98 ± 13.8
216.24 ± 12.01
233.2 ± 11.99
221.39 ± 12.33
232.03 ± 16.28
227.63 ± 10.7
222.46 ± 10.51
229.05 ± 11.08
221.83 ± 11.64
230.69 ± 14.61
230.52 ± 12.14
227.42 ± 12.96
222.94 ± 12.94
223.36 ± 11.02
228.55 ± 13.96
225.63 ± 16.57
226.84 ± 10.98
222.92 ± 12.31
222.84 ± 15.21
228.44 ± 14.34
223.17 ± 12.99
I_100_random_20
155.03 ± 17.87
142.82 ± 17.09
144.39 ± 9.01
149.06 ± 8.34
148.56 ± 10.82
147.74 ± 12.02
144.5 ± 7.63
144.56 ± 10.04
144.82 ± 10.02
143.04 ± 6.6
145.14 ± 11.61
139.07 ± 8.23
143.0 ± 5.08
144.89 ± 7.83
139.43 ± 6.76
144.35 ± 8.35
145.94 ± 11.58
148.08 ± 9.9
143.94 ± 6.96
140.42 ± 6.43
142.91 ± 7.73
I_150_10_10
281.82 ± 17.03
281.96 ± 20.62
287.67 ± 15.1
287.89 ± 21.55
280.23 ± 10.38
284.28 ± 12.76
288.0 ± 7.69
290.87 ± 15.56
292.87 ± 13.02
290.66 ± 16.02
285.51 ± 19.51
284.2 ± 12.63
291.13 ± 17.89
277.0 ± 11.04
294.44 ± 21.62
286.68 ± 9.79
289.83 ± 23.7
293.46 ± 15.56
285.33 ± 17.53
293.41 ± 9.05
283.11 ± 16.29
I_150_10_20
186.31 ± 10.14
184.43 ± 11.64
185.48 ± 12.68
189.79 ± 17.02
191.05 ± 13.03
182.09 ± 12.4
186.07 ± 8.98
185.43 ± 9.18
190.0 ± 11.6
188.49 ± 15.44
185.89 ± 14.1
189.27 ± 14.34
188.1 ± 5.87
187.53 ± 11.78
184.18 ± 9.78
179.23 ± 10.24
182.15 ± 11.23
186.81 ± 7.6
181.75 ± 9.07
179.66 ± 9.53
192.52 ± 14.57
I_150_20_10
315.42 ± 19.24
317.91 ± 14.89
323.04 ± 20.85
328.08 ± 26.22
329.24 ± 18.84
323.03 ± 15.34
313.0 ± 13.34
316.6 ± 19.5
325.78 ± 27.83
318.04 ± 13.41
323.39 ± 17.21
325.09 ± 16.04
312.87 ± 20.66
316.94 ± 27.98
323.35 ± 18.52
324.44 ± 30.53
329.58 ± 17.75
322.02 ± 25.06
310.21 ± 17.07
314.95 ± 22.02
313.91 ± 14.33
I_150_20_20
218.77 ± 17.93
221.2 ± 16.41
210.73 ± 19.07
211.48 ± 16.48
213.72 ± 18.81
216.15 ± 12.08
211.6 ± 16.09
210.11 ± 13.85
212.82 ± 8.49
213.82 ± 20.15
205.59 ± 11.36
214.66 ± 17.86
222.95 ± 15.45
210.7 ± 14.87
202.38 ± 10.5
213.06 ± 17.45
213.49 ± 13.16
210.97 ± 19.36
209.19 ± 16.31
214.71 ± 11.38
211.31 ± 14.22
I_150_30_10
300.45 ± 21.02
291.64 ± 16.35
294.63 ± 15.48
302.22 ± 15.11
300.35 ± 19.89
300.9 ± 20.16
294.88 ± 17.86
294.06 ± 17.12
301.14 ± 16.58
289.66 ± 20.51
291.22 ± 20.19
296.16 ± 13.94
290.35 ± 13.57
308.08 ± 21.81
301.3 ± 14.75
294.23 ± 16.88
310.09 ± 31.34
291.18 ± 19.44
291.68 ± 13.5
294.76 ± 22.88
300.54 ± 13.1
I_150_30_20
207.36 ± 19.02
198.39 ± 10.97
211.66 ± 17.38
206.91 ± 13.58
208.9 ± 19.57
212.85 ± 21.96
205.82 ± 12.49
201.76 ± 7.66
204.52 ± 9.3
205.88 ± 9.29
201.1 ± 11.79
203.29 ± 15.25
204.82 ± 16.11
205.89 ± 16.95
210.97 ± 12.72
201.81 ± 7.65
200.76 ± 10.94
204.18 ± 10.88
209.89 ± 18.47
201.39 ± 8.86
207.45 ± 17.12
I_150_40_10
315.85 ± 18.87
311.86 ± 16.99
315.76 ± 13.27
314.42 ± 18.66
316.55 ± 12.88
314.27 ± 19.43
308.81 ± 17.43
308.42 ± 15.65
306.21 ± 8.16
308.88 ± 12.11
317.05 ± 13.37
313.99 ± 16.2
318.72 ± 23.35
323.51 ± 29.91
312.62 ± 13.28
311.66 ± 14.23
316.23 ± 15.74
307.25 ± 13.15
315.93 ± 17.92
310.21 ± 14.85
314.82 ± 15.78
I_150_40_20
222.85 ± 15.83
214.55 ± 14.48
214.05 ± 15.64
221.55 ± 19.84
222.33 ± 11.66
227.74 ± 14.83
216.1 ± 18.88
216.41 ± 14.22
214.84 ± 14.51
232.48 ± 16.14
225.01 ± 15.61
222.91 ± 22.11
213.93 ± 22.1
219.91 ± 17.45
226.06 ± 21.38
214.15 ± 19.75
218.1 ± 11.97
214.71 ± 13.74
226.51 ± 13.34
214.12 ± 9.69
219.3 ± 14.87
I_150_50_10
310.96 ± 11.26
318.57 ± 17.82
319.09 ± 18.42
313.97 ± 12.21
326.09 ± 23.13
319.81 ± 19.68
320.11 ± 19.4
319.26 ± 16.24
319.25 ± 14.63
328.03 ± 24.84
316.01 ± 18.51
335.46 ± 18.84
326.53 ± 9.88
315.68 ± 17.12
329.99 ± 10.2
327.74 ± 13.84
314.12 ± 21.48
310.59 ± 10.75
314.31 ± 13.12
323.63 ± 12.62
313.68 ± 32.09
I_150_50_20
197.76 ± 10.54
210.87 ± 17.07
206.87 ± 13.23
204.62 ± 14.78
204.48 ± 16.2
201.18 ± 13.87
215.14 ± 16.17
210.73 ± 21.43
207.2 ± 14.42
202.57 ± 16.74
206.3 ± 17.31
207.09 ± 16.08
202.38 ± 8.82
215.43 ± 15.85
206.7 ± 14.59
203.98 ± 17.47
206.8 ± 19.63
207.59 ± 15.43
205.52 ± 10.38
211.32 ± 19.52
208.0 ± 9.32
I_150_random_10
333.96 ± 14.36
332.87 ± 19.5
354.55 ± 24.34
358.79 ± 28.33
350.51 ± 23.19
344.94 ± 22.88
345.96 ± 25.56
352.15 ± 29.82
342.28 ± 17.74
353.16 ± 37.69
338.45 ± 22.76
334.69 ± 12.62
331.54 ± 14.68
338.5 ± 17.3
336.69 ± 16.34
334.15 ± 9.09
340.4 ± 14.18
339.71 ± 13.42
340.62 ± 18.45
355.3 ± 26.13
345.96 ± 21.23
I_150_random_20
214.11 ± 17.34
202.28 ± 11.44
210.14 ± 16.96
209.05 ± 13.98
212.89 ± 12.21
200.93 ± 10.8
209.02 ± 14.27
204.83 ± 11.48
207.79 ± 16.49
219.87 ± 25.07
204.73 ± 10.49
202.14 ± 8.67
210.97 ± 15.32
209.48 ± 21.86
211.1 ± 16.2
213.01 ± 15.01
204.78 ± 11.63
213.99 ± 21.78
211.69 ± 22.33
218.05 ± 15.62
213.51 ± 18.12
I_200_10_10
355.59 ± 18.43
349.09 ± 13.58
355.08 ± 16.89
360.41 ± 32.59
340.25 ± 9.85
348.19 ± 18.95
351.54 ± 13.29
341.41 ± 21.62
350.71 ± 29.39
351.19 ± 22.91
350.56 ± 15.21
349.53 ± 20.14
345.95 ± 14.45
353.65 ± 12.84
359.04 ± 25.36
347.06 ± 28.17
353.3 ± 27.1
348.7 ± 23.4
344.44 ± 17.65
354.35 ± 36.32
351.47 ± 17.82
I_200_10_20
237.63 ± 26.23
236.82 ± 18.27
224.85 ± 12.84
236.27 ± 10.7
252.83 ± 23.88
236.39 ± 19.67
230.66 ± 14.6
234.02 ± 11.92
237.29 ± 20.55
233.57 ± 13.84
233.59 ± 11.97
232.45 ± 12.85
229.17 ± 18.26
230.34 ± 18.5
235.22 ± 18.45
231.06 ± 9.87
234.24 ± 12.44
239.84 ± 18.02
243.04 ± 21.36
243.98 ± 21.75
236.95 ± 18.76
I_200_20_10
338.53 ± 19.74
331.34 ± 22.61
330.29 ± 14.08
316.38 ± 10.44
338.17 ± 19.86
332.69 ± 16.13
315.05 ± 15.82
330.57 ± 9.01
340.65 ± 24.97
331.76 ± 14.33
345.71 ± 16.32
331.38 ± 17.34
333.99 ± 20.93
329.64 ± 27.22
335.53 ± 22.09
338.14 ± 25.56
339.91 ± 29.36
336.88 ± 20.21
346.3 ± 22.46
328.74 ± 13.1
319.94 ± 12.33
I_200_20_20
225.71 ± 18.96
216.77 ± 15.49
217.0 ± 11.06
208.7 ± 12.34
216.16 ± 13.06
221.64 ± 18.75
225.37 ± 17.72
209.94 ± 13.32
221.51 ± 19.12
225.72 ± 23.17
219.54 ± 10.53
212.42 ± 14.48
218.4 ± 18.8
217.0 ± 16.92
212.07 ± 12.46
227.74 ± 8.62
215.79 ± 15.15
213.23 ± 11.57
212.16 ± 17.28
216.0 ± 17.56
225.82 ± 24.03
I_200_30_10
339.63 ± 29.62
327.8 ± 20.72
341.98 ± 21.76
334.46 ± 16.62
330.64 ± 16.12
350.18 ± 23.25
344.4 ± 35.11
331.75 ± 18.37
343.82 ± 15.95
343.52 ± 28.9
331.88 ± 22.23
337.36 ± 24.39
338.03 ± 30.47
339.98 ± 20.38
330.12 ± 18.51
332.92 ± 15.85
332.47 ± 19.25
335.25 ± 29.95
335.78 ± 17.97
339.38 ± 17.41
335.08 ± 27.94
I_200_30_20
237.57 ± 15.04
249.15 ± 21.98
248.32 ± 22.77
244.26 ± 19.02
244.71 ± 22.55
241.55 ± 13.54
244.29 ± 17.72
235.67 ± 17.17
251.55 ± 25.17
234.35 ± 11.61
241.72 ± 22.63
236.07 ± 14.67
252.55 ± 24.27
246.33 ± 13.82
232.28 ± 26.15
239.31 ± 11.47
251.1 ± 22.5
243.72 ± 14.7
238.69 ± 13.95
238.85 ± 27.8
229.68 ± 16.73
I_200_40_10
378.06 ± 33.7
378.5 ± 19.26
387.23 ± 19.02
404.77 ± 34.97
387.96 ± 16.63
388.84 ± 26.36
372.74 ± 21.52
400.21 ± 23.22
382.36 ± 23.65
395.25 ± 27.74
383.99 ± 22.94
384.12 ± 24.96
381.88 ± 19.98
380.04 ± 21.14
386.66 ± 22.31
386.93 ± 22.8
386.52 ± 22.65
373.84 ± 24.26
378.66 ± 20.89
386.74 ± 24.51
387.23 ± 25.35
I_200_40_20
250.46 ± 16.81
244.81 ± 20.04
258.75 ± 24.65
248.33 ± 20.73
234.28 ± 14.99
244.55 ± 25.24
234.92 ± 17.76
234.79 ± 18.83
242.12 ± 22.63
253.29 ± 25.85
237.5 ± 24.77
233.91 ± 15.1
246.26 ± 15.32
231.83 ± 17.83
244.22 ± 19.06
243.36 ± 21.75
251.74 ± 26.71
246.13 ± 23.58
241.29 ± 11.47
240.3 ± 23.89
240.36 ± 14.58
I_200_50_10
368.21 ± 18.72
369.35 ± 28.06
368.58 ± 25.01
354.52 ± 23.37
371.03 ± 17.55
349.11 ± 16.68
370.61 ± 18.43
357.57 ± 26.33
374.11 ± 31.78
358.0 ± 20.22
362.08 ± 22.33
390.77 ± 20.14
357.86 ± 11.49
352.73 ± 14.65
362.82 ± 20.72
375.51 ± 24.77
371.06 ± 18.17
367.08 ± 28.75
374.79 ± 26.49
366.06 ± 29.02
362.26 ± 17.91
I_200_50_20
209.87 ± 8.71
219.28 ± 13.76
215.93 ± 17.01
214.2 ± 9.13
208.62 ± 10.98
220.45 ± 12.7
219.32 ± 19.42
217.81 ± 17.0
209.24 ± 16.22
209.04 ± 16.83
207.56 ± 10.66
211.35 ± 16.67
211.4 ± 19.24
214.89 ± 19.02
209.01 ± 14.92
226.99 ± 21.54
206.57 ± 9.17
217.49 ± 11.57
212.19 ± 15.72
214.73 ± 14.99
217.94 ± 17.29
I_200_random_10
327.95 ± 14.1
349.44 ± 23.11
327.47 ± 24.51
331.78 ± 16.56
327.39 ± 15.43
338.64 ± 23.45
338.14 ± 25.1
335.43 ± 9.27
330.99 ± 19.22
325.16 ± 17.04
337.0 ± 35.09
320.05 ± 10.77
325.87 ± 17.74
327.15 ± 10.19
342.56 ± 21.37
329.28 ± 17.39
329.55 ± 15.73
332.67 ± 14.52
333.12 ± 23.36
320.0 ± 18.65
348.33 ± 19.92
I_200_random_20
220.2 ± 17.86
221.9 ± 15.52
202.67 ± 14.11
218.71 ± 13.52
213.81 ± 23.11
206.26 ± 14.4
213.91 ± 11.62
230.78 ± 23.45
215.26 ± 11.98
210.36 ± 19.25
219.95 ± 23.42
226.7 ± 15.02
210.41 ± 8.86
210.74 ± 13.38
214.21 ± 16.82
209.94 ± 11.32
210.44 ± 10.56
205.15 ± 6.89
219.66 ± 9.7
218.07 ± 16.18
208.79 ± 15.41
I_250_10_10
413.79 ± 28.98
396.89 ± 25.43
382.99 ± 23.34
408.07 ± 37.76
388.43 ± 22.5
413.21 ± 19.72
396.93 ± 26.67
396.65 ± 39.43
391.84 ± 19.3
397.25 ± 26.28
410.11 ± 21.14
404.38 ± 25.69
419.49 ± 30.91
398.78 ± 27.62
398.31 ± 31.28
408.74 ± 33.53
409.29 ± 45.77
402.17 ± 36.54
392.5 ± 18.73
411.87 ± 46.28
391.9 ± 29.0
I_250_10_20
246.95 ± 11.67
258.93 ± 20.28
266.43 ± 14.4
245.81 ± 16.75
255.86 ± 28.49
255.37 ± 12.58
233.52 ± 10.02
245.32 ± 26.46
238.13 ± 20.27
249.2 ± 23.11
264.18 ± 22.67
258.41 ± 21.42
263.94 ± 32.69
256.87 ± 22.85
260.58 ± 16.56
259.33 ± 29.9
255.65 ± 12.26
255.83 ± 23.1
252.05 ± 20.96
251.34 ± 15.47
267.14 ± 24.04
I_250_20_10
400.09 ± 37.39
389.54 ± 13.74
406.11 ± 34.07
382.89 ± 26.82
391.21 ± 22.25
395.5 ± 23.41
413.81 ± 27.36
392.31 ± 21.32
403.73 ± 27.47
388.68 ± 20.38
408.39 ± 25.5
392.37 ± 16.22
395.53 ± 30.36
421.3 ± 34.56
394.39 ± 22.3
407.83 ± 29.35
394.3 ± 11.19
388.83 ± 16.62
391.13 ± 24.36
385.91 ± 14.47
394.96 ± 37.26
I_250_20_20
233.44 ± 19.88
232.88 ± 14.56
244.56 ± 25.08
230.97 ± 19.69
229.69 ± 16.8
243.55 ± 14.84
243.81 ± 17.74
234.4 ± 15.14
229.73 ± 26.75
235.77 ± 18.47
240.41 ± 13.43
226.93 ± 18.6
224.16 ± 9.51
244.67 ± 18.52
228.95 ± 12.77
233.78 ± 10.41
246.38 ± 30.59
224.74 ± 10.38
224.99 ± 14.73
224.94 ± 8.02
235.99 ± 22.92
I_250_30_10
378.95 ± 27.86
359.31 ± 11.64
376.24 ± 26.22
382.56 ± 26.72
372.76 ± 20.7
372.94 ± 18.29
365.3 ± 18.15
378.03 ± 12.89
368.65 ± 25.04
371.9 ± 14.96
366.93 ± 13.02
378.52 ± 30.52
400.71 ± 30.44
377.34 ± 26.56
396.05 ± 38.79
354.59 ± 19.86
377.92 ± 19.24
371.09 ± 16.08
380.81 ± 33.2
376.69 ± 24.32
367.23 ± 21.9
I_250_30_20
236.81 ± 20.29
228.34 ± 11.54
231.65 ± 20.55
237.18 ± 19.43
231.64 ± 11.26
243.23 ± 23.54
258.96 ± 19.75
238.61 ± 7.86
239.07 ± 13.79
224.04 ± 14.45
245.23 ± 13.33
241.75 ± 17.35
237.01 ± 13.72
232.82 ± 15.81
242.99 ± 32.29
239.47 ± 11.78
228.68 ± 14.05
241.29 ± 15.52
238.52 ± 19.81
240.84 ± 21.21
236.68 ± 19.51
I_250_40_10
394.6 ± 25.69
393.21 ± 23.33
394.38 ± 26.45
385.06 ± 24.9
377.39 ± 21.62
394.73 ± 22.31
390.79 ± 23.33
392.39 ± 30.85
387.78 ± 22.89
395.45 ± 18.04
386.37 ± 21.28
397.56 ± 31.02
388.49 ± 31.97
390.09 ± 26.91
379.53 ± 16.75
386.48 ± 21.26
388.9 ± 27.98
388.77 ± 30.07
392.04 ± 34.83
389.37 ± 17.61
389.74 ± 22.09
I_250_40_20
257.45 ± 17.01
250.64 ± 10.56
241.51 ± 14.2
256.15 ± 15.34
248.25 ± 24.24
250.3 ± 22.89
253.78 ± 18.14
270.17 ± 36.78
254.34 ± 18.59
262.64 ± 19.12
249.8 ± 11.97
253.6 ± 16.13
246.74 ± 16.96
255.86 ± 12.64
271.09 ± 29.92
261.4 ± 21.85
263.0 ± 19.0
261.11 ± 19.53
261.75 ± 23.14
254.7 ± 21.37
250.07 ± 12.8
I_250_50_10
421.35 ± 27.94
421.41 ± 24.23
416.57 ± 30.19
424.2 ± 36.02
428.64 ± 36.73
415.21 ± 24.88
427.79 ± 42.73
395.38 ± 8.21
418.53 ± 39.68
418.86 ± 29.04
422.02 ± 22.32
424.03 ± 33.17
409.91 ± 21.95
421.38 ± 26.95
413.97 ± 26.74
425.86 ± 13.89
434.77 ± 22.83
430.91 ± 31.18
415.18 ± 23.13
419.08 ± 26.6
405.64 ± 21.7
I_250_50_20
240.94 ± 14.8
233.03 ± 13.07
229.53 ± 14.44
240.15 ± 12.84
239.26 ± 19.42
237.17 ± 21.5
249.64 ± 18.6
238.87 ± 10.83
249.51 ± 22.86
233.96 ± 18.87
240.83 ± 25.78
235.43 ± 17.02
239.04 ± 16.05
232.17 ± 12.86
233.32 ± 18.54
231.13 ± 9.83
235.32 ± 10.67
241.22 ± 30.82
236.92 ± 22.77
234.14 ± 9.4
237.75 ± 16.56
I_250_random_10
366.24 ± 20.19
381.19 ± 30.38
363.04 ± 20.49
362.44 ± 23.68
366.21 ± 12.41
360.49 ± 18.53
379.8 ± 17.17
370.83 ± 22.94
372.03 ± 32.13
365.53 ± 11.85
362.72 ± 13.74
352.6 ± 19.0
376.18 ± 27.56
362.36 ± 20.62
357.3 ± 13.87
356.04 ± 15.94
366.06 ± 17.07
351.61 ± 21.98
377.17 ± 21.01
359.57 ± 20.56
378.15 ± 38.44
I_250_random_20
215.82 ± 17.46
212.9 ± 13.75
211.97 ± 10.23
215.45 ± 16.41
223.55 ± 22.88
233.42 ± 15.98
226.35 ± 23.56
216.27 ± 14.57
213.32 ± 14.02
212.16 ± 13.32
229.39 ± 16.71
222.07 ± 12.14
223.68 ± 15.8
214.59 ± 17.78
221.08 ± 9.36
217.36 ± 13.9
213.91 ± 11.25
221.24 ± 13.44
227.34 ± 21.7
219.3 ± 14.4
215.62 ± 5.54
I_300_10_10
389.71 ± 14.26
391.57 ± 17.09
393.37 ± 19.94
401.17 ± 24.51
393.69 ± 25.91
409.94 ± 36.82
399.67 ± 21.28
406.9 ± 27.09
398.91 ± 19.78
392.97 ± 22.08
398.26 ± 12.49
394.18 ± 27.15
400.79 ± 30.76
390.29 ± 25.33
402.32 ± 29.85
398.57 ± 24.24
403.42 ± 36.72
413.38 ± 22.83
421.78 ± 36.21
388.9 ± 28.73
390.27 ± 22.95
I_300_10_20
257.81 ± 20.0
248.88 ± 19.8
250.16 ± 24.07
260.52 ± 15.0
250.21 ± 13.68
244.18 ± 13.24
262.36 ± 25.47
258.36 ± 19.59
253.4 ± 13.71
257.72 ± 23.9
242.1 ± 15.48
260.7 ± 20.86
263.67 ± 29.68
261.13 ± 16.79
252.53 ± 12.31
241.05 ± 12.8
269.13 ± 24.03
247.1 ± 13.66
244.34 ± 13.61
250.96 ± 15.6
259.09 ± 15.74
I_300_20_10
448.16 ± 47.97
431.12 ± 28.57
442.35 ± 34.12
418.76 ± 29.11
442.8 ± 24.88
428.34 ± 29.36
438.55 ± 26.76
418.95 ± 14.43
425.42 ± 16.71
420.87 ± 34.11
430.08 ± 30.78
441.5 ± 42.6
434.13 ± 22.18
438.58 ± 31.28
434.5 ± 27.04
438.95 ± 30.27
437.43 ± 29.55
419.14 ± 48.05
419.87 ± 29.55
440.9 ± 34.44
430.09 ± 20.52
I_300_20_20
261.34 ± 11.81
262.96 ± 12.72
268.83 ± 25.25
263.39 ± 27.92
267.83 ± 23.86
253.37 ± 16.3
268.02 ± 12.28
277.21 ± 18.86
265.11 ± 21.96
272.68 ± 51.63
278.81 ± 30.14
261.87 ± 20.16
273.13 ± 33.72
258.87 ± 9.98
259.07 ± 19.21
270.38 ± 17.08
253.0 ± 16.57
266.55 ± 15.17
269.24 ± 23.86
257.18 ± 28.26
253.81 ± 14.41
I_300_30_10
419.72 ± 20.76
418.87 ± 38.46
418.85 ± 33.12
404.75 ± 27.56
416.39 ± 32.41
399.9 ± 15.35
421.55 ± 36.25
413.84 ± 10.99
428.93 ± 35.75
413.85 ± 27.63
410.75 ± 39.5
442.36 ± 34.44
408.87 ± 24.34
415.83 ± 27.85
414.47 ± 18.19
408.38 ± 27.76
420.45 ± 22.61
412.49 ± 13.65
408.85 ± 13.75
408.11 ± 27.76
412.63 ± 20.8
I_300_30_20
269.64 ± 23.45
268.57 ± 26.08
272.84 ± 36.52
270.15 ± 30.75
254.5 ± 13.08
268.4 ± 27.61
275.2 ± 16.78
273.5 ± 20.17
270.43 ± 15.37
263.87 ± 17.14
268.5 ± 20.04
262.99 ± 24.99
270.22 ± 21.15
271.02 ± 21.67
275.33 ± 31.99
265.95 ± 21.36
273.2 ± 21.15
257.35 ± 12.9
261.73 ± 18.93
268.06 ± 32.24
269.17 ± 18.29
I_300_40_10
464.75 ± 25.42
453.27 ± 40.13
469.06 ± 40.96
457.79 ± 22.02
449.75 ± 24.79
458.48 ± 27.72
442.16 ± 18.19
464.08 ± 16.52
447.72 ± 24.75
451.19 ± 23.15
463.05 ± 42.88
467.75 ± 31.78
449.75 ± 30.56
465.61 ± 35.74
482.29 ± 41.35
473.86 ± 42.23
450.23 ± 19.59
471.4 ± 48.7
445.78 ± 21.74
498.11 ± 49.18
463.26 ± 31.84
I_300_40_20
263.83 ± 17.89
272.89 ± 23.29
259.77 ± 20.49
265.27 ± 18.93
266.39 ± 22.62
268.89 ± 24.39
272.24 ± 25.79
269.57 ± 15.37
280.4 ± 41.76
266.99 ± 16.83
269.82 ± 32.77
269.77 ± 14.15
271.41 ± 16.33
266.87 ± 17.7
274.33 ± 25.35
268.07 ± 19.3
278.08 ± 21.3
261.79 ± 11.18
263.55 ± 12.56
270.97 ± 19.16
265.57 ± 15.5
I_300_50_10
385.74 ± 14.69
382.9 ± 16.3
400.02 ± 23.52
387.79 ± 19.2
385.2 ± 24.26
377.07 ± 13.57
399.04 ± 26.67
407.4 ± 26.1
392.14 ± 24.01
407.77 ± 18.38
390.02 ± 24.48
384.19 ± 15.26
403.45 ± 37.08
375.11 ± 22.98
389.48 ± 22.85
395.44 ± 26.37
392.7 ± 35.89
379.78 ± 21.33
371.14 ± 16.4
396.28 ± 20.21
377.72 ± 21.45
I_300_50_20
269.7 ± 16.44
273.83 ± 19.89
261.09 ± 10.68
279.51 ± 24.34
259.3 ± 20.16
271.41 ± 24.08
283.8 ± 15.92
262.3 ± 25.31
272.25 ± 22.08
264.13 ± 25.81
277.85 ± 18.46
258.99 ± 16.91
262.84 ± 18.59
278.56 ± 30.43
280.99 ± 31.36
272.27 ± 27.12
258.3 ± 15.55
268.95 ± 14.04
264.84 ± 12.02
267.84 ± 17.04
267.14 ± 13.65
I_300_random_10
446.86 ± 35.9
437.83 ± 31.66
457.86 ± 57.02
427.97 ± 22.84
423.54 ± 37.7
450.07 ± 32.48
440.74 ± 36.56
440.69 ± 27.43
436.4 ± 38.73
431.93 ± 30.33
433.27 ± 16.32
435.34 ± 21.64
437.54 ± 41.38
437.34 ± 42.98
433.79 ± 29.53
436.38 ± 23.66
432.64 ± 28.4
436.22 ± 35.69
441.61 ± 31.68
430.8 ± 25.98
427.63 ± 22.61
I_300_random_20
253.06 ± 15.72
260.07 ± 14.43
254.02 ± 15.95
257.67 ± 13.53
244.52 ± 11.07
254.31 ± 23.22
253.19 ± 14.6
261.32 ± 23.36
258.98 ± 13.38
258.75 ± 41.45
264.05 ± 24.71
255.7 ± 8.89
244.4 ± 14.94
255.39 ± 18.63
251.04 ± 17.82
252.61 ± 16.06
256.86 ± 19.46
251.54 ± 23.53
257.46 ± 13.29
266.26 ± 31.86
247.9 ± 20.87
I_350_10_10
481.77 ± 42.76
484.93 ± 24.33
474.32 ± 26.98
482.91 ± 33.39
493.22 ± 32.36
472.63 ± 34.47
464.75 ± 17.33
485.34 ± 30.93
472.08 ± 18.04
485.92 ± 34.81
497.64 ± 36.05
471.95 ± 39.61
487.01 ± 49.52
474.83 ± 25.74
486.45 ± 45.27
479.14 ± 24.49
472.0 ± 38.07
484.07 ± 34.17
495.35 ± 41.09
478.34 ± 39.23
487.4 ± 34.68
I_350_10_20
268.05 ± 20.39
262.04 ± 13.45
265.72 ± 17.45
253.46 ± 12.86
257.74 ± 19.59
261.08 ± 19.75
249.78 ± 17.85
258.93 ± 24.9
259.22 ± 19.75
265.18 ± 24.34
255.14 ± 6.88
268.31 ± 12.22
262.0 ± 18.74
260.24 ± 18.73
270.46 ± 21.8
254.31 ± 17.71
258.1 ± 19.73
264.34 ± 11.74
256.98 ± 17.12
278.01 ± 29.19
270.77 ± 16.54
I_350_20_10
474.63 ± 38.93
473.64 ± 29.32
468.49 ± 22.06
468.87 ± 45.95
492.27 ± 52.65
461.86 ± 51.95
476.95 ± 30.05
475.16 ± 26.14
457.48 ± 32.44
457.34 ± 45.03
480.87 ± 43.23
466.51 ± 30.78
477.89 ± 43.05
465.06 ± 29.19
461.55 ± 23.92
475.81 ± 24.44
474.75 ± 43.25
476.29 ± 28.38
455.12 ± 29.18
463.46 ± 27.89
474.12 ± 34.46
I_350_20_20
272.18 ± 24.28
283.1 ± 24.16
279.36 ± 21.9
284.47 ± 20.96
285.1 ± 33.97
291.56 ± 36.01
285.5 ± 25.79
265.86 ± 14.34
283.32 ± 20.93
287.94 ± 23.75
274.48 ± 21.75
276.01 ± 23.99
285.92 ± 24.26
283.59 ± 19.49
277.74 ± 15.86
275.68 ± 21.97
276.31 ± 19.14
290.19 ± 28.22
289.88 ± 21.84
275.93 ± 17.81
290.25 ± 31.0
I_350_30_10
445.97 ± 31.52
420.89 ± 23.78
441.55 ± 21.32
436.22 ± 29.36
429.28 ± 30.92
430.58 ± 31.08
432.83 ± 22.17
432.4 ± 19.21
431.52 ± 24.81
438.18 ± 41.4
426.41 ± 31.36
441.66 ± 27.04
457.32 ± 40.64
446.46 ± 36.23
451.54 ± 37.36
440.56 ± 32.48
442.42 ± 36.46
441.8 ± 28.76
434.84 ± 36.17
437.39 ± 26.07
426.23 ± 19.27
I_350_30_20
279.16 ± 19.4
292.54 ± 46.58
279.88 ± 24.51
274.2 ± 19.11
278.16 ± 20.94
279.83 ± 24.1
283.24 ± 27.09
289.34 ± 30.5
275.56 ± 17.74
272.62 ± 32.03
287.55 ± 17.28
279.28 ± 18.37
272.12 ± 19.52
284.25 ± 36.79
296.7 ± 34.22
273.21 ± 19.53
279.9 ± 23.08
282.8 ± 26.15
271.99 ± 12.09
286.4 ± 26.38
279.11 ± 26.94
I_350_40_10
469.44 ± 16.46
468.21 ± 15.04
489.47 ± 38.46
490.99 ± 57.58
474.84 ± 22.8
460.05 ± 22.12
487.86 ± 39.6
497.65 ± 55.08
470.39 ± 24.48
485.09 ± 34.03
473.98 ± 43.47
483.44 ± 22.83
470.03 ± 18.37
469.62 ± 34.58
502.98 ± 44.37
495.39 ± 47.15
489.94 ± 39.63
481.83 ± 37.89
491.15 ± 43.01
467.32 ± 35.8
500.37 ± 63.98
I_350_40_20
262.34 ± 25.7
245.94 ± 14.32
232.49 ± 15.46
248.72 ± 18.03
258.61 ± 17.97
241.93 ± 21.07
244.69 ± 17.63
246.3 ± 20.06
251.12 ± 16.88
254.17 ± 19.74
250.97 ± 15.43
252.26 ± 18.22
252.55 ± 19.75
245.16 ± 9.44
243.84 ± 17.56
239.1 ± 14.94
252.37 ± 25.33
246.27 ± 21.42
246.33 ± 16.91
238.69 ± 15.16
239.53 ± 18.68
I_350_50_10
442.11 ± 28.74
435.92 ± 31.42
433.39 ± 23.22
438.8 ± 23.86
435.9 ± 22.84
420.39 ± 20.46
448.93 ± 33.48
441.18 ± 17.68
423.3 ± 21.89
455.5 ± 33.38
448.76 ± 31.43
466.68 ± 45.99
438.4 ± 34.26
441.29 ± 19.15
457.25 ± 34.51
435.78 ± 23.09
433.42 ± 32.07
441.32 ± 23.4
443.92 ± 29.88
420.76 ± 24.32
434.51 ± 28.15
I_350_50_20
259.27 ± 17.9
257.45 ± 20.84
266.9 ± 16.76
262.65 ± 28.18
268.98 ± 18.44
258.28 ± 18.25
271.08 ± 21.48
263.6 ± 23.04
272.85 ± 20.97
265.74 ± 33.39
267.08 ± 16.61
264.57 ± 15.51
267.57 ± 16.72
261.8 ± 17.88
261.21 ± 12.98
263.8 ± 20.8
263.45 ± 16.31
265.21 ± 17.79
257.65 ± 11.0
269.75 ± 29.07
260.31 ± 14.56
I_350_random_10
419.04 ± 26.17
448.46 ± 30.77
449.26 ± 32.2
436.36 ± 27.4
449.69 ± 39.68
419.59 ± 24.78
441.67 ± 29.57
428.33 ± 29.46
464.24 ± 24.93
431.71 ± 29.09
437.94 ± 49.86
447.86 ± 37.72
425.97 ± 30.36
432.54 ± 27.99
449.01 ± 29.1
429.21 ± 21.02
436.28 ± 26.89
415.51 ± 12.3
423.88 ± 22.36
426.42 ± 37.73
426.48 ± 26.52
I_350_random_20
252.45 ± 23.68
261.66 ± 18.89
259.59 ± 15.34
259.56 ± 17.05
255.48 ± 10.93
261.23 ± 13.63
254.08 ± 17.44
253.99 ± 25.32
249.8 ± 10.1
249.67 ± 9.35
248.42 ± 19.28
247.34 ± 13.21
268.64 ± 27.57
264.11 ± 26.57
251.34 ± 19.89
254.02 ± 19.63
251.68 ± 15.59
255.99 ± 24.23
252.8 ± 11.24
252.82 ± 13.94
263.46 ± 22.94
I_400_10_10
481.13 ± 25.52
469.07 ± 25.93
486.26 ± 34.25
469.94 ± 35.68
467.87 ± 24.81
468.93 ± 27.87
478.28 ± 38.4
461.1 ± 30.14
482.46 ± 29.49
471.92 ± 40.83
467.38 ± 28.43
468.22 ± 32.44
471.68 ± 49.43
473.61 ± 21.42
479.11 ± 51.16
462.86 ± 20.93
486.12 ± 56.98
461.92 ± 22.09
472.86 ± 45.15
488.14 ± 38.84
477.79 ± 24.85
I_400_10_20
257.63 ± 16.73
261.95 ± 16.24
258.61 ± 15.65
267.8 ± 11.43
269.04 ± 14.69
273.81 ± 22.33
277.75 ± 19.94
264.49 ± 19.87
276.58 ± 31.0
278.65 ± 15.45
277.17 ± 13.43
266.99 ± 17.03
271.31 ± 16.74
269.6 ± 17.2
283.94 ± 29.4
280.86 ± 25.29
277.38 ± 26.26
289.08 ± 34.12
275.38 ± 18.14
284.52 ± 43.24
272.53 ± 18.66
I_400_20_10
428.46 ± 21.81
432.57 ± 24.97
453.92 ± 32.99
453.27 ± 30.45
458.6 ± 20.83
452.27 ± 33.85
448.0 ± 31.4
442.93 ± 29.36
442.69 ± 30.04
436.78 ± 32.44
447.48 ± 26.54
456.75 ± 31.37
428.44 ± 22.65
443.26 ± 36.08
439.85 ± 28.63
451.0 ± 29.18
433.16 ± 19.11
435.91 ± 34.22
436.32 ± 24.72
434.1 ± 39.53
451.45 ± 37.03
I_400_20_20
276.71 ± 15.15
277.73 ± 18.18
278.35 ± 19.86
283.63 ± 22.46
273.43 ± 15.47
290.22 ± 24.95
280.91 ± 13.11
287.5 ± 27.12
276.09 ± 12.79
286.51 ± 30.73
279.56 ± 18.4
269.7 ± 15.2
273.44 ± 16.06
273.65 ± 18.83
292.57 ± 37.27
289.66 ± 28.78
290.2 ± 41.06
288.32 ± 16.9
280.5 ± 17.9
283.58 ± 21.38
272.87 ± 19.76
I_400_30_10
467.05 ± 30.54
458.62 ± 29.17
496.29 ± 29.7
476.37 ± 35.5
471.7 ± 29.52
480.9 ± 27.5
472.17 ± 27.46
474.96 ± 29.91
458.46 ± 31.81
484.94 ± 55.18
481.39 ± 39.71
457.71 ± 40.22
466.26 ± 31.83
468.89 ± 34.87
457.66 ± 27.96
452.13 ± 34.78
448.72 ± 30.89
475.86 ± 27.46
482.17 ± 37.76
453.03 ± 30.85
473.98 ± 32.86
I_400_30_20
263.44 ± 20.75
259.81 ± 10.71
254.73 ± 15.36
256.96 ± 23.09
253.04 ± 14.87
256.86 ± 23.98
264.28 ± 24.38
255.5 ± 15.37
267.58 ± 20.47
263.6 ± 18.22
254.26 ± 14.36
251.66 ± 21.37
249.69 ± 10.63
256.1 ± 11.74
257.77 ± 12.06
255.7 ± 21.46
243.1 ± 18.46
257.72 ± 13.52
252.61 ± 17.82
264.22 ± 28.31
256.39 ± 15.03
I_400_40_10
449.44 ± 39.63
453.6 ± 37.76
450.61 ± 18.14
471.78 ± 37.85
440.75 ± 33.42
437.88 ± 29.34
461.12 ± 35.43
453.14 ± 21.52
444.94 ± 22.96
464.15 ± 70.87
472.67 ± 27.68
462.41 ± 25.5
454.36 ± 23.48
445.81 ± 25.4
460.86 ± 31.93
459.46 ± 41.01
449.84 ± 18.9
470.61 ± 53.92
442.67 ± 22.83
443.73 ± 26.4
449.82 ± 11.31
I_400_40_20
275.95 ± 21.82
281.37 ± 19.86
269.95 ± 27.42
259.03 ± 10.32
270.87 ± 20.18
258.12 ± 23.96
275.66 ± 10.98
279.71 ± 37.31
279.88 ± 38.28
278.0 ± 18.37
273.8 ± 19.65
266.87 ± 25.04
261.77 ± 25.06
266.27 ± 27.57
268.69 ± 21.95
261.41 ± 17.69
270.77 ± 14.72
269.4 ± 19.41
270.82 ± 13.7
263.31 ± 23.68
268.01 ± 24.23
I_400_50_10
459.63 ± 23.7
488.79 ± 34.66
469.54 ± 28.34
502.14 ± 44.2
465.95 ± 33.37
483.97 ± 33.62
478.51 ± 26.69
463.31 ± 32.87
482.02 ± 29.04
471.3 ± 38.74
506.02 ± 35.47
483.73 ± 19.3
463.26 ± 31.09
454.72 ± 24.09
491.9 ± 47.75
485.97 ± 33.01
457.5 ± 22.55
485.14 ± 33.21
493.98 ± 37.91
477.65 ± 41.08
481.13 ± 33.15
I_400_50_20
285.25 ± 15.43
270.43 ± 8.4
269.76 ± 24.39
260.26 ± 11.09
270.89 ± 22.2
260.24 ± 20.28
285.89 ± 33.47
270.12 ± 17.57
269.79 ± 24.9
279.74 ± 27.94
277.94 ± 13.02
265.94 ± 27.1
269.41 ± 13.49
277.5 ± 19.68
277.91 ± 25.03
261.59 ± 18.64
282.75 ± 33.15
265.6 ± 25.57
272.16 ± 18.29
267.13 ± 15.15
278.9 ± 16.2
I_400_random_10
442.1 ± 32.87
457.62 ± 30.34
454.03 ± 28.47
459.28 ± 25.99
440.04 ± 23.64
455.64 ± 21.37
461.19 ± 36.41
455.59 ± 27.39
470.94 ± 39.97
450.22 ± 25.19
442.11 ± 18.76
444.2 ± 30.28
434.49 ± 19.99
430.04 ± 20.83
459.0 ± 24.15
458.43 ± 41.92
460.15 ± 39.97
449.72 ± 31.76
442.85 ± 19.78
451.33 ± 22.64
454.19 ± 27.18
I_400_random_20
261.21 ± 20.23
262.74 ± 24.28
257.62 ± 18.87
259.55 ± 14.93
260.57 ± 20.11
257.62 ± 14.38
260.84 ± 14.49
253.8 ± 9.56
255.55 ± 15.6
249.39 ± 14.64
251.78 ± 12.73
255.25 ± 21.05
254.72 ± 25.38
260.91 ± 25.05
263.74 ± 18.82
261.93 ± 19.27
261.36 ± 29.04
254.72 ± 21.23
251.16 ± 11.83
254.11 ± 14.82
263.07 ± 26.13
I_450_10_10
504.05 ± 34.82
500.71 ± 32.95
505.71 ± 30.56
488.21 ± 31.86
485.99 ± 27.97
493.83 ± 32.46
511.97 ± 61.77
500.96 ± 35.33
526.91 ± 63.14
504.05 ± 21.68
490.23 ± 38.77
512.84 ± 58.09
498.16 ± 38.26
506.13 ± 29.28
511.13 ± 40.3
538.06 ± 41.03
504.46 ± 50.3
494.33 ± 22.03
495.64 ± 36.47
499.89 ± 31.96
475.62 ± 24.12
I_450_10_20
271.16 ± 21.99
272.62 ± 26.86
277.44 ± 15.93
268.58 ± 14.88
258.02 ± 13.02
266.22 ± 17.99
265.51 ± 26.59
267.66 ± 22.6
273.92 ± 19.99
264.21 ± 20.73
268.74 ± 14.1
268.62 ± 7.49
259.53 ± 12.14
267.81 ± 21.83
269.51 ± 16.37
269.11 ± 17.86
267.55 ± 12.64
261.48 ± 16.25
266.65 ± 18.2
266.11 ± 16.37
279.99 ± 39.09
I_450_20_10
541.36 ± 41.45
541.27 ± 54.27
527.6 ± 36.15
522.56 ± 41.36
553.34 ± 37.84
555.19 ± 43.12
527.86 ± 44.18
541.72 ± 36.09
511.72 ± 31.46
562.93 ± 30.84
570.75 ± 43.91
532.99 ± 54.09
532.82 ± 45.11
535.18 ± 49.72
530.82 ± 35.09
553.0 ± 59.79
535.86 ± 52.67
518.66 ± 27.63
513.93 ± 19.41
548.29 ± 45.37
554.49 ± 44.18
I_450_20_20
282.12 ± 19.75
293.19 ± 24.4
288.54 ± 24.79
273.01 ± 16.49
285.76 ± 22.26
290.61 ± 21.22
274.42 ± 15.97
287.24 ± 26.15
290.82 ± 39.54
287.12 ± 21.47
283.6 ± 17.94
277.86 ± 18.76
279.41 ± 22.38
271.47 ± 13.95
293.82 ± 22.95
278.21 ± 15.08
281.58 ± 27.06
294.21 ± 24.81
284.43 ± 17.07
288.05 ± 39.33
280.13 ± 16.95
I_450_30_10
504.32 ± 27.25
496.24 ± 41.09
507.08 ± 43.95
498.67 ± 29.26
513.94 ± 26.47
509.93 ± 57.47
499.55 ± 43.88
512.87 ± 29.62
483.48 ± 16.15
487.57 ± 27.37
496.86 ± 37.29
497.36 ± 45.99
483.44 ± 37.37
487.16 ± 26.01
505.98 ± 38.04
520.53 ± 38.11
489.33 ± 32.15
525.32 ± 44.3
488.13 ± 20.12
508.66 ± 35.42
501.83 ± 47.71
I_450_30_20
277.35 ± 13.45
265.42 ± 10.27
275.0 ± 22.11
280.32 ± 18.8
279.07 ± 23.56
269.93 ± 14.66
277.31 ± 28.88
264.22 ± 18.46
263.54 ± 17.53
276.62 ± 24.39
272.28 ± 15.93
265.82 ± 17.86
273.47 ± 23.5
273.14 ± 15.3
279.95 ± 28.11
272.09 ± 15.67
268.95 ± 15.88
264.43 ± 19.12
269.63 ± 13.89
273.43 ± 12.74
276.07 ± 14.84
I_450_40_10
546.11 ± 40.01
555.38 ± 46.51
528.8 ± 34.2
510.31 ± 43.27
519.62 ± 33.36
537.26 ± 36.74
532.69 ± 29.0
547.07 ± 66.86
530.46 ± 29.36
521.56 ± 41.1
529.17 ± 26.49
529.24 ± 38.38
525.53 ± 25.29
536.62 ± 39.19
508.71 ± 30.11
513.01 ± 36.29
519.47 ± 38.91
527.49 ± 34.84
532.78 ± 38.0
523.57 ± 34.06
518.93 ± 30.23
I_450_40_20
268.86 ± 15.6
277.53 ± 15.75
288.57 ± 30.58
277.05 ± 16.15
275.39 ± 34.79
278.14 ± 19.57
274.39 ± 18.99
280.8 ± 18.39
269.75 ± 15.17
272.23 ± 17.37
281.83 ± 16.15
282.56 ± 14.17
280.54 ± 17.76
275.7 ± 18.41
281.9 ± 24.89
278.28 ± 20.16
282.68 ± 21.75
281.39 ± 16.9
270.54 ± 11.22
286.44 ± 16.12
275.97 ± 15.65
I_450_50_10
541.82 ± 40.88
550.55 ± 33.63
544.92 ± 52.38
535.64 ± 35.13
537.42 ± 44.19
530.27 ± 41.46
551.6 ± 31.31
524.72 ± 48.94
561.18 ± 33.11
529.77 ± 33.14
527.59 ± 32.25
547.52 ± 54.84
567.85 ± 44.91
546.74 ± 42.7
520.47 ± 35.88
523.98 ± 37.36
552.53 ± 57.04
539.66 ± 39.18
538.18 ± 40.08
546.47 ± 24.02
550.55 ± 54.63
I_450_50_20
280.0 ± 21.69
276.79 ± 17.09
263.87 ± 15.17
270.84 ± 17.57
272.69 ± 19.18
269.53 ± 14.4
275.4 ± 17.44
268.03 ± 26.41
275.53 ± 26.1
265.35 ± 19.67
266.69 ± 17.95
274.15 ± 23.8
265.03 ± 19.12
272.98 ± 20.26
277.2 ± 39.33
268.52 ± 12.76
272.22 ± 40.06
267.29 ± 15.52
274.11 ± 19.98
259.7 ± 17.1
278.74 ± 16.82
I_450_random_10
537.94 ± 54.1
516.06 ± 54.23
564.18 ± 51.93
510.16 ± 34.53
525.41 ± 37.95
534.45 ± 19.91
529.07 ± 43.76
518.47 ± 32.32
511.28 ± 31.23
513.63 ± 37.78
519.37 ± 22.83
548.45 ± 53.72
510.37 ± 25.11
517.15 ± 40.39
543.34 ± 42.78
537.24 ± 62.25
528.63 ± 27.09
524.84 ± 32.84
522.14 ± 34.85
516.83 ± 45.79
529.47 ± 33.53
I_450_random_20
280.9 ± 11.06
276.92 ± 14.15
285.84 ± 23.85
289.26 ± 20.83
288.33 ± 15.83
289.77 ± 25.7
292.63 ± 29.24
292.14 ± 26.57
312.12 ± 21.68
299.02 ± 23.29
278.56 ± 20.9
286.37 ± 17.41
285.9 ± 24.66
296.87 ± 22.31
285.82 ± 18.84
299.09 ± 37.78
299.13 ± 17.75
281.58 ± 22.7
288.85 ± 17.06
275.04 ± 15.18
284.67 ± 19.43
I_500_10_10
524.67 ± 40.0
550.89 ± 42.78
574.53 ± 52.94
528.43 ± 42.46
565.27 ± 54.21
509.84 ± 29.34
551.19 ± 52.71
527.43 ± 39.33
557.04 ± 51.26
543.58 ± 38.9
534.8 ± 56.66
550.74 ± 37.18
548.6 ± 41.4
530.55 ± 37.62
537.87 ± 44.4
523.4 ± 30.34
539.86 ± 36.58
548.22 ± 49.61
569.09 ± 55.18
566.3 ± 72.37
540.95 ± 41.15
I_500_10_20
295.24 ± 30.77
272.59 ± 11.84
280.68 ± 19.52
281.32 ± 19.01
279.07 ± 17.52
280.7 ± 14.74
283.78 ± 23.41
280.23 ± 11.47
289.4 ± 27.21
280.05 ± 18.58
284.58 ± 11.68
286.62 ± 21.97
286.86 ± 19.95
273.0 ± 15.01
286.77 ± 17.38
284.28 ± 30.97
283.6 ± 25.01
277.69 ± 11.63
279.03 ± 16.15
301.87 ± 35.74
292.79 ± 27.12
I_500_20_10
528.41 ± 30.81
552.86 ± 46.87
538.69 ± 37.98
528.79 ± 22.56
543.86 ± 39.35
565.49 ± 38.06
525.57 ± 35.06
547.03 ± 29.14
550.29 ± 56.05
542.07 ± 42.19
546.58 ± 54.81
540.87 ± 48.94
570.88 ± 56.61
529.21 ± 37.32
526.22 ± 26.84
543.22 ± 44.34
531.76 ± 61.61
528.99 ± 31.67
518.97 ± 40.56
538.07 ± 21.62
542.08 ± 42.79
I_500_20_20
280.23 ± 18.57
278.47 ± 23.26
262.52 ± 16.26
277.54 ± 12.29
277.52 ± 18.44
277.65 ± 21.56
295.21 ± 16.28
268.1 ± 16.57
268.22 ± 14.34
273.34 ± 21.09
277.21 ± 23.27
286.16 ± 25.61
261.13 ± 14.49
274.41 ± 22.55
269.64 ± 18.66
280.87 ± 15.87
281.86 ± 24.25
279.23 ± 15.41
286.73 ± 28.07
277.25 ± 15.92
280.18 ± 21.11
I_500_30_10
558.45 ± 51.3
539.92 ± 37.3
519.28 ± 31.84
516.88 ± 37.29
540.28 ± 42.86
528.49 ± 21.96
520.33 ± 34.63
562.83 ± 35.66
522.19 ± 37.32
555.27 ± 40.78
550.13 ± 42.53
531.66 ± 31.21
540.18 ± 29.85
549.26 ± 51.78
507.66 ± 28.04
541.69 ± 54.76
533.62 ± 40.29
535.28 ± 55.0
539.6 ± 51.31
543.94 ± 58.71
519.64 ± 34.27
I_500_30_20
297.5 ± 14.89
294.48 ± 18.75
301.36 ± 23.87
298.93 ± 21.29
277.55 ± 15.19
292.02 ± 12.96
295.17 ± 20.89
295.59 ± 26.75
312.96 ± 19.77
306.24 ± 32.08
287.81 ± 19.2
294.25 ± 16.69
298.86 ± 27.04
285.49 ± 17.16
289.4 ± 25.11
294.8 ± 31.29
288.15 ± 24.51
293.33 ± 19.29
287.86 ± 14.12
293.05 ± 37.28
294.85 ± 17.42
I_500_40_10
501.43 ± 42.82
502.51 ± 33.11
531.43 ± 29.93
503.52 ± 44.25
503.47 ± 41.22
491.7 ± 41.08
503.55 ± 39.33
522.63 ± 53.51
500.65 ± 23.4
483.96 ± 15.15
502.14 ± 30.62
497.57 ± 31.27
503.58 ± 33.56
490.85 ± 28.87
506.72 ± 37.91
523.72 ± 38.91
510.59 ± 35.83
535.47 ± 46.99
515.42 ± 44.98
546.79 ± 57.77
506.06 ± 29.51
I_500_40_20
291.31 ± 16.91
292.23 ± 29.22
278.4 ± 23.3
294.21 ± 19.81
293.37 ± 23.42
282.12 ± 9.2
285.02 ± 16.06
279.19 ± 19.2
278.52 ± 26.25
292.42 ± 28.06
285.75 ± 24.14
285.52 ± 18.35
281.45 ± 26.02
303.49 ± 39.16
283.37 ± 21.47
272.39 ± 12.17
276.72 ± 13.66
296.3 ± 23.55
288.6 ± 23.7
289.31 ± 19.92
280.3 ± 14.87
I_500_50_10
540.04 ± 24.75
527.64 ± 34.62
532.79 ± 33.73
528.41 ± 20.76
533.89 ± 37.32
520.23 ± 19.78
509.93 ± 33.94
530.96 ± 36.48
538.19 ± 28.51
547.77 ± 36.08
537.54 ± 44.91
550.71 ± 51.03
525.35 ± 42.94
513.45 ± 42.83
537.03 ± 29.56
544.39 ± 54.18
522.47 ± 38.89
504.78 ± 32.63
527.35 ± 20.17
541.83 ± 60.98
546.09 ± 54.82
I_500_50_20
261.15 ± 21.97
272.26 ± 21.23
273.43 ± 19.96
264.12 ± 14.26
271.75 ± 23.63
261.91 ± 15.86
260.01 ± 12.18
265.85 ± 21.0
268.0 ± 16.04
269.52 ± 21.01
258.83 ± 15.7
271.28 ± 28.56
271.64 ± 19.83
277.11 ± 18.6
269.51 ± 29.0
263.4 ± 25.22
280.49 ± 25.61
264.16 ± 9.06
276.64 ± 30.85
277.96 ± 30.62
282.63 ± 24.3
I_500_random_10
528.5 ± 50.52
497.96 ± 23.25
498.38 ± 50.68
505.69 ± 26.74
499.93 ± 47.17
503.9 ± 40.52
510.73 ± 24.0
495.61 ± 22.12
508.99 ± 45.92
519.6 ± 29.0
504.86 ± 44.23
509.88 ± 39.37
479.69 ± 18.18
515.05 ± 29.38
515.46 ± 34.03
492.62 ± 30.85
508.22 ± 41.53
500.96 ± 29.94
487.53 ± 33.62
512.45 ± 26.83
494.4 ± 28.67
I_500_random_20
295.55 ± 24.92
294.28 ± 17.12
292.84 ± 19.47
292.77 ± 22.61
286.23 ± 19.29
285.19 ± 10.99
296.09 ± 21.29
281.97 ± 36.4
282.26 ± 18.16
294.64 ± 24.61
285.88 ± 17.82
291.92 ± 12.7
287.72 ± 18.31
298.55 ± 21.41
297.53 ± 17.04
299.51 ± 16.65
301.8 ± 25.27
281.63 ± 14.88
294.0 ± 20.22
295.28 ± 32.31
286.82 ± 24.27
Simulated Annealing Reduction Factor Results for the Synthetical Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_50_10_10
0.0
1.71
4.6
0.48
2.62
1.11
4.09
3.11
3.25
3.79
1.59
4.75
3.22
1.58
2.48
3.14
1.8
1.49
3.27
1.87
3.84
I_50_10_20
0.0
1.36
1.5
2.01
1.29
0.39
4.56
0.26
1.67
1.3
3.31
2.24
2.09
1.66
2.0
1.78
1.1
0.66
0.28
0.98
0.56
I_50_20_10
0.0
0.92
1.48
1.97
3.35
0.41
2.51
1.53
1.56
2.54
4.05
2.0
1.07
2.16
1.8
3.24
2.1
0.77
3.45
3.76
3.31
I_50_20_20
0.0
1.49
0.27
0.51
0.73
2.79
1.9
0.64
2.32
4.06
1.27
1.51
0.51
1.73
0.63
0.1
3.05
0.87
2.66
1.49
0.38
I_50_30_10
0.0
1.35
1.8
5.32
4.68
5.45
3.98
4.44
5.93
5.67
6.4
7.02
6.26
8.24
7.64
7.25
7.63
5.38
5.9
6.43
7.94
I_50_30_20
0.0
4.36
3.3
0.93
0.56
1.16
1.92
1.67
4.75
8.05
4.16
1.91
1.97
2.61
2.89
2.28
1.72
4.58
1.68
2.11
3.12
I_50_40_10
0.0
3.61
4.37
3.02
0.46
0.81
1.23
1.63
2.17
2.85
1.37
2.95
3.75
2.6
4.55
1.75
1.57
4.36
5.03
2.52
3.48
I_50_40_20
0.0
0.48
0.87
3.93
0.08
1.9
2.66
0.76
1.9
1.77
2.45
1.8
0.42
4.16
2.94
0.76
0.2
0.05
0.05
2.65
1.7
I_50_50_10
0.0
1.03
2.12
1.04
5.66
6.43
7.87
7.79
10.83
10.83
10.91
11.04
11.8
11.61
9.85
12.42
11.26
10.44
11.08
12.49
11.36
I_50_50_20
0.0
0.67
1.64
1.29
2.68
4.0
4.15
2.58
1.08
1.24
3.15
1.46
1.65
3.25
3.33
3.09
3.29
2.55
3.86
0.62
1.0
I_50_random_10
0.0
1.17
1.96
1.41
1.67
2.5
2.16
2.33
2.07
3.88
0.94
4.94
5.1
3.34
3.36
3.14
2.51
6.63
4.64
0.95
4.23
I_50_random_20
0.0
0.89
3.59
0.96
0.06
3.59
5.38
4.26
0.76
0.2
2.05
3.78
3.64
3.45
1.0
3.11
0.89
1.86
2.56
1.7
0.89
I_100_10_10
0.0
3.88
4.42
0.15
1.55
1.25
2.67
2.86
1.75
2.6
2.15
3.86
2.85
2.29
4.92
4.21
0.88
3.24
0.66
1.36
5.32
I_100_10_20
0.0
0.83
6.03
0.03
2.72
1.15
1.63
1.73
0.81
2.52
4.88
2.93
4.11
0.1
5.38
2.4
2.03
3.33
2.59
1.02
0.4
I_100_20_10
0.0
0.49
0.9
1.3
1.85
1.31
0.22
1.7
1.8
3.08
1.56
1.94
2.72
2.74
1.82
0.38
0.16
3.3
0.8
2.15
1.99
I_100_20_20
0.0
1.09
4.28
1.07
0.01
0.31
0.17
2.37
2.53
0.73
2.94
0.72
0.52
2.26
1.94
4.32
2.26
1.43
0.03
3.12
2.82
I_100_30_10
0.0
0.17
2.66
0.75
0.4
0.93
0.68
1.74
0.52
0.57
0.63
0.66
0.21
0.73
2.73
0.8
0.8
3.01
1.1
2.41
2.01
I_100_30_20
0.0
5.52
3.71
0.94
3.61
1.23
1.55
2.67
3.44
1.46
1.22
1.24
2.06
3.45
4.21
1.95
1.55
2.01
1.72
2.21
3.23
I_100_40_10
0.0
3.62
0.23
2.65
1.79
5.05
1.02
0.55
1.88
2.24
1.18
0.85
1.25
0.36
2.48
0.81
2.29
2.04
2.23
1.27
2.87
I_100_40_20
0.0
6.81
7.7
6.91
3.92
6.26
2.96
7.51
3.46
7.65
3.71
4.45
5.29
3.04
6.21
4.61
7.49
8.68
3.74
7.46
5.5
I_100_50_10
0.0
2.24
0.41
0.09
0.78
1.94
2.34
3.16
2.66
0.47
3.05
2.99
0.75
1.65
3.38
3.11
1.83
1.54
1.5
2.1
3.23
I_100_50_20
0.0
1.45
1.84
0.74
1.59
3.92
0.76
0.63
0.57
0.91
3.98
4.41
0.23
1.96
2.31
3.4
2.46
0.46
1.85
0.31
2.2
I_100_random_10
0.0
9.14
2.01
6.97
2.5
4.35
6.52
3.75
6.79
3.06
3.13
4.44
6.32
6.14
3.96
5.19
4.68
6.33
6.36
4.01
6.22
I_100_random_20
0.0
7.88
6.86
3.85
4.17
4.7
6.79
6.75
6.59
7.73
6.38
10.29
7.76
6.54
10.06
6.89
5.86
4.48
7.15
9.42
7.82
I_150_10_10
0.0
0.05
2.08
2.15
0.56
0.87
2.19
3.21
3.92
3.14
1.31
0.84
3.3
1.71
4.48
1.72
2.84
4.13
1.25
4.11
0.46
I_150_10_20
0.0
1.01
0.45
1.87
2.54
2.27
0.13
0.47
1.98
1.17
0.23
1.59
0.96
0.65
1.14
3.8
2.23
0.27
2.45
3.57
3.33
I_150_20_10
0.0
0.79
2.42
4.01
4.38
2.41
0.77
0.37
3.28
0.83
2.53
3.07
0.81
0.48
2.51
2.86
4.49
2.09
1.65
0.15
0.48
I_150_20_20
0.0
1.11
3.68
3.33
2.31
1.2
3.28
3.96
2.72
2.26
6.02
1.88
1.91
3.69
7.49
2.61
2.41
3.57
4.38
1.86
3.41
I_150_30_10
0.0
2.93
1.94
0.59
0.03
0.15
1.85
2.13
0.23
3.59
3.07
1.43
3.36
2.54
0.28
2.07
3.21
3.09
2.92
1.89
0.03
I_150_30_20
0.0
4.33
2.07
0.22
0.74
2.65
0.74
2.7
1.37
0.71
3.02
1.96
1.22
0.71
1.74
2.68
3.18
1.53
1.22
2.88
0.04
I_150_40_10
0.0
1.26
0.03
0.45
0.22
0.5
2.23
2.35
3.05
2.21
0.38
0.59
0.91
2.43
1.02
1.33
0.12
2.72
0.03
1.79
0.33
I_150_40_20
0.0
3.72
3.95
0.58
0.23
2.19
3.03
2.89
3.59
4.32
0.97
0.03
4.0
1.32
1.44
3.9
2.13
3.65
1.64
3.92
1.59
I_150_50_10
0.0
2.45
2.61
0.97
4.87
2.85
2.94
2.67
2.67
5.49
1.62
7.88
5.01
1.52
6.12
5.4
1.02
0.12
1.08
4.07
0.87
I_150_50_20
0.0
6.63
4.61
3.47
3.4
1.73
8.79
6.56
4.77
2.43
4.32
4.72
2.34
8.94
4.52
3.15
4.57
4.97
3.92
6.86
5.18
I_150_random_10
0.0
0.33
6.17
7.44
4.96
3.29
3.59
5.45
2.49
5.75
1.34
0.22
0.72
1.36
0.82
0.06
1.93
1.72
1.99
6.39
3.59
I_150_random_20
0.0
5.53
1.85
2.36
0.57
6.16
2.38
4.33
2.95
2.69
4.38
5.59
1.47
2.16
1.41
0.51
4.36
0.06
1.13
1.84
0.28
I_200_10_10
0.0
1.83
0.14
1.36
4.31
2.08
1.14
3.99
1.37
1.24
1.41
1.7
2.71
0.55
0.97
2.4
0.64
1.94
3.14
0.35
1.16
I_200_10_20
0.0
0.34
5.38
0.57
6.4
0.52
2.93
1.52
0.14
1.71
1.7
2.18
3.56
3.07
1.01
2.76
1.43
0.93
2.28
2.67
0.29
I_200_20_10
-0.0
2.12
2.43
6.54
0.11
1.73
6.94
2.35
0.63
2.0
2.12
2.11
1.34
2.63
0.89
0.12
0.41
0.49
2.3
2.89
5.49
I_200_20_20
0.0
3.96
3.86
7.54
4.23
1.8
0.15
6.99
1.86
-0.0
2.73
5.89
3.24
3.86
6.04
0.9
4.4
5.53
6.0
4.3
0.05
I_200_30_10
0.0
3.48
0.69
1.52
2.65
3.11
1.4
2.32
1.23
1.15
2.28
0.67
0.47
0.1
2.8
1.98
2.11
1.29
1.13
0.07
1.34
I_200_30_20
0.0
4.87
4.52
2.82
3.01
1.68
2.83
0.8
5.88
1.36
1.75
0.63
6.31
3.69
2.23
0.73
5.7
2.59
0.47
0.54
3.32
I_200_40_10
0.0
0.12
2.43
7.07
2.62
2.85
1.41
5.86
1.14
4.55
1.57
1.6
1.01
0.52
2.27
2.35
2.24
1.12
0.16
2.3
2.43
I_200_40_20
0.0
2.26
3.31
0.85
6.46
2.36
6.2
6.26
3.33
1.13
5.17
6.61
1.68
7.44
2.49
2.83
0.51
1.73
3.66
4.06
4.03
I_200_50_10
0.0
0.31
0.1
3.72
0.77
5.19
0.65
2.89
1.6
2.77
1.66
6.13
2.81
4.2
1.46
1.98
0.77
0.31
1.79
0.58
1.62
I_200_50_20
0.0
4.48
2.89
2.06
0.6
5.04
4.5
3.78
0.3
0.4
1.1
0.71
0.73
2.39
0.41
8.16
1.57
3.63
1.11
2.32
3.85
I_200_random_10
0.0
6.55
0.15
1.17
0.17
3.26
3.11
2.28
0.93
0.85
2.76
2.41
0.63
0.24
4.45
0.41
0.49
1.44
1.58
2.42
6.21
I_200_random_20
0.0
0.77
7.96
0.68
2.9
6.33
2.86
4.8
2.24
4.47
0.11
2.95
4.45
4.3
2.72
4.66
4.43
6.83
0.25
0.97
5.18
I_250_10_10
0.0
4.08
7.44
1.38
6.13
0.14
4.07
4.14
5.3
4.0
0.89
2.27
1.38
3.63
3.74
1.22
1.09
2.81
5.15
0.46
5.29
I_250_10_20
0.0
4.85
7.89
0.46
3.61
3.41
5.44
0.66
3.57
0.91
6.98
4.64
6.88
4.02
5.52
5.01
3.52
3.6
2.07
1.78
8.18
I_250_20_10
0.0
2.64
1.5
4.3
2.22
1.15
3.43
1.94
0.91
2.85
2.07
1.93
1.14
5.3
1.42
1.93
1.45
2.81
2.24
3.54
1.28
I_250_20_20
0.0
0.24
4.76
1.06
1.61
4.33
4.44
0.41
1.59
1.0
2.99
2.79
3.98
4.81
1.92
0.15
5.54
3.73
3.62
3.64
1.09
I_250_30_10
0.0
5.18
0.72
0.95
1.63
1.59
3.6
0.24
2.72
1.86
3.17
0.11
5.74
0.42
4.51
6.43
0.27
2.07
0.49
0.6
3.09
I_250_30_20
0.0
3.58
2.18
0.16
2.18
2.71
9.35
0.76
0.95
5.39
3.56
2.09
0.08
1.68
2.61
1.12
3.43
1.89
0.72
1.7
0.05
I_250_40_10
0.0
0.35
0.06
2.42
4.36
0.03
0.97
0.56
1.73
0.22
2.09
0.75
1.55
1.14
3.82
2.06
1.44
1.48
0.65
1.33
1.23
I_250_40_20
0.0
2.65
6.19
0.5
3.57
2.78
1.43
4.94
1.21
2.02
2.97
1.5
4.16
0.62
5.3
1.53
2.16
1.42
1.67
1.07
2.87
I_250_50_10
0.0
0.01
1.13
0.68
1.73
1.46
1.53
6.16
0.67
0.59
0.16
0.64
2.72
0.01
1.75
1.07
3.19
2.27
1.46
0.54
3.73
I_250_50_20
0.0
3.28
4.74
0.33
0.7
1.56
3.61
0.86
3.56
2.9
0.05
2.29
0.79
3.64
3.16
4.07
2.33
0.12
1.67
2.82
1.32
I_250_random_10
0.0
4.08
0.87
1.04
0.01
1.57
3.7
1.25
1.58
0.19
0.96
3.72
2.71
1.06
2.44
2.79
0.05
3.99
2.98
1.82
3.25
I_250_random_20
0.0
1.35
1.78
0.17
3.58
8.15
4.88
0.21
1.16
1.7
6.29
2.9
3.64
0.57
2.44
0.71
0.88
2.51
5.34
1.61
0.09
I_300_10_10
0.0
0.48
0.94
2.94
1.02
5.19
2.56
4.41
2.36
0.84
2.19
1.15
2.84
0.15
3.24
2.27
3.52
6.07
8.23
0.21
0.14
I_300_10_20
0.0
3.46
2.97
1.05
2.95
5.29
1.76
0.21
1.71
0.03
6.09
1.12
2.27
1.29
2.05
6.5
4.39
4.15
5.22
2.66
0.5
I_300_20_10
0.0
3.8
1.3
6.56
1.2
4.42
2.14
6.52
5.07
6.09
4.03
1.49
3.13
2.14
3.05
2.06
2.39
6.48
6.31
1.62
4.03
I_300_20_20
0.0
0.62
2.87
0.78
2.48
3.05
2.56
6.07
1.44
4.34
6.68
0.2
4.51
0.95
0.87
3.46
3.19
1.99
3.02
1.59
2.88
I_300_30_10
0.0
0.2
0.21
3.57
0.79
4.72
0.44
1.4
2.19
1.4
2.14
5.39
2.59
0.93
1.25
2.7
0.17
1.72
2.59
2.77
1.69
I_300_30_20
0.0
0.4
1.19
0.19
5.61
0.46
2.06
1.43
0.29
2.14
0.42
2.47
0.22
0.51
2.11
1.37
1.32
4.56
2.93
0.59
0.17
I_300_40_10
0.0
2.47
0.93
1.5
3.23
1.35
4.86
0.14
3.66
2.92
0.37
0.65
3.23
0.19
3.77
1.96
3.12
1.43
4.08
7.18
0.32
I_300_40_20
0.0
3.43
1.54
0.55
0.97
1.92
3.19
2.18
6.28
1.2
2.27
2.25
2.87
1.15
3.98
1.61
5.4
0.77
0.11
2.71
0.66
I_300_50_10
0.0
0.74
3.7
0.53
0.14
2.25
3.45
5.62
1.66
5.71
1.11
0.4
4.59
2.76
0.97
2.51
1.8
1.55
3.78
2.73
2.08
I_300_50_20
0.0
1.53
3.19
3.64
3.86
0.63
5.23
2.74
0.95
2.07
3.02
3.97
2.54
3.29
4.19
0.95
4.23
0.28
1.8
0.69
0.95
I_300_random_10
0.0
2.02
2.46
4.23
5.22
0.72
1.37
1.38
2.34
3.34
3.04
2.58
2.09
2.13
2.92
2.35
3.18
2.38
1.17
3.59
4.3
I_300_random_20
0.0
2.77
0.38
1.82
3.37
0.49
0.05
3.26
2.34
2.25
4.34
1.04
3.42
0.92
0.8
0.18
1.5
0.6
1.74
5.22
2.04
I_350_10_10
0.0
0.66
1.55
0.24
2.38
1.9
3.53
0.74
2.01
0.86
3.29
2.04
1.09
1.44
0.97
0.55
2.03
0.48
2.82
0.71
1.17
I_350_10_20
0.0
2.24
0.87
5.44
3.85
2.6
6.82
3.4
3.29
1.07
4.82
0.1
2.26
2.91
0.9
5.13
3.71
1.38
4.13
3.72
1.01
I_350_20_10
0.0
0.21
1.29
1.21
3.72
2.69
0.49
0.11
3.61
3.64
1.31
1.71
0.69
2.02
2.76
0.25
0.03
0.35
4.11
2.35
0.11
I_350_20_20
0.0
4.01
2.64
4.52
4.75
7.12
4.89
2.32
4.09
5.79
0.85
1.41
5.05
4.19
2.04
1.29
1.52
6.62
6.5
1.38
6.64
I_350_30_10
0.0
5.62
0.99
2.19
3.74
3.45
2.95
3.04
3.24
1.75
4.39
0.97
2.55
0.11
1.25
1.21
0.8
0.94
2.5
1.92
4.43
I_350_30_20
0.0
4.79
0.26
1.78
0.36
0.24
1.46
3.65
1.29
2.34
3.01
0.04
2.52
1.82
6.28
2.13
0.27
1.3
2.57
2.59
0.02
I_350_40_10
0.0
0.26
4.27
4.59
1.15
2.0
3.92
6.01
0.2
3.33
0.97
2.98
0.13
0.04
7.14
5.53
4.37
2.64
4.62
0.45
6.59
I_350_40_20
0.0
6.25
11.38
5.19
1.42
7.78
6.73
6.11
4.28
3.11
4.33
3.84
3.73
6.55
7.05
8.86
3.8
6.13
6.1
9.02
8.69
I_350_50_10
0.0
1.4
1.97
0.75
1.4
4.91
1.54
0.21
4.25
3.03
1.5
5.56
0.84
0.19
3.42
1.43
1.97
0.18
0.41
4.83
1.72
I_350_50_20
0.0
0.7
2.94
1.3
3.75
0.38
4.56
1.67
5.24
2.5
3.01
2.04
3.2
0.98
0.75
1.75
1.61
2.29
0.62
4.04
0.4
I_350_random_10
0.0
7.02
7.21
4.13
7.31
0.13
5.4
2.22
10.79
3.02
4.51
6.88
1.65
3.22
7.15
2.43
4.11
0.84
1.16
1.76
1.78
I_350_random_20
0.0
3.65
2.83
2.82
1.2
3.48
0.65
0.61
1.05
1.1
1.6
2.02
6.41
4.62
0.44
0.62
0.31
1.4
0.14
0.15
4.36
I_400_10_10
0.0
2.51
1.07
2.33
2.76
2.54
0.59
4.16
0.28
1.91
2.86
2.68
1.96
1.56
0.42
3.8
1.04
3.99
1.72
1.46
0.69
I_400_10_20
0.0
1.68
0.38
3.95
4.43
6.28
7.81
2.66
7.36
8.16
7.58
3.63
5.31
4.65
10.21
9.02
7.67
12.21
6.89
10.44
5.78
I_400_20_10
0.0
0.96
5.94
5.79
7.03
5.56
4.56
3.38
3.32
1.94
4.44
6.6
0.0
3.45
2.66
5.26
1.1
1.74
1.83
1.32
5.37
I_400_20_20
0.0
0.37
0.59
2.5
1.19
4.88
1.52
3.9
0.22
3.54
1.03
2.53
1.18
1.11
5.73
4.68
4.88
4.2
1.37
2.48
1.39
I_400_30_10
0.0
1.8
6.26
2.0
1.0
2.97
1.1
1.69
1.84
3.83
3.07
2.0
0.17
0.39
2.01
3.19
3.92
1.89
3.24
3.0
1.48
I_400_30_20
0.0
1.38
3.31
2.46
3.95
2.5
0.32
3.01
1.57
0.06
3.48
4.47
5.22
2.79
2.15
2.94
7.72
2.17
4.11
0.3
2.68
I_400_40_10
0.0
0.93
0.26
4.97
1.93
2.57
2.6
0.82
1.0
3.27
5.17
2.89
1.09
0.81
2.54
2.23
0.09
4.71
1.51
1.27
0.08
I_400_40_20
0.0
1.96
2.17
6.13
1.84
6.46
0.11
1.36
1.42
0.74
0.78
3.29
5.14
3.51
2.63
5.27
1.88
2.37
1.86
4.58
2.88
I_400_50_10
0.0
6.34
2.16
9.25
1.38
5.3
4.11
0.8
4.87
2.54
10.09
5.24
0.79
1.07
7.02
5.73
0.46
5.55
7.47
3.92
4.68
I_400_50_20
0.0
5.2
5.43
8.76
5.03
8.77
0.22
5.3
5.42
1.93
2.56
6.77
5.55
2.72
2.57
8.29
0.88
6.89
4.59
6.35
2.23
I_400_random_10
0.0
3.51
2.7
3.89
0.47
3.06
4.32
3.05
6.52
1.84
-0.0
0.48
1.72
2.73
3.82
3.69
4.08
1.72
0.17
2.09
2.73
I_400_random_20
0.0
0.59
1.37
0.64
0.25
1.37
0.14
2.84
2.17
4.53
3.61
2.28
2.48
0.11
0.97
0.28
0.06
2.48
3.85
2.72
0.71
I_450_10_10
0.0
0.66
0.33
3.14
3.58
2.03
1.57
0.61
4.54
0.0
2.74
1.74
1.17
0.41
1.4
6.75
0.08
1.93
1.67
0.83
5.64
I_450_10_20
0.0
0.54
2.32
0.95
4.85
1.82
2.08
1.29
1.02
2.56
0.89
0.94
4.29
1.24
0.61
0.76
1.33
3.57
1.66
1.86
3.26
I_450_20_10
0.0
0.02
2.54
3.47
2.21
2.55
2.49
0.07
5.48
3.98
5.43
1.55
1.58
1.14
1.95
2.15
1.02
4.19
5.07
1.28
2.43
I_450_20_20
0.0
3.92
2.28
3.23
1.29
3.01
2.73
1.81
3.08
1.77
0.52
1.51
0.96
3.77
4.15
1.39
0.19
4.29
0.82
2.1
0.71
I_450_30_10
0.0
1.6
0.55
1.12
1.91
1.11
0.95
1.7
4.13
3.32
1.48
1.38
4.14
3.4
0.33
3.21
2.97
4.16
3.21
0.86
0.49
I_450_30_20
0.0
4.3
0.85
1.07
0.62
2.68
0.01
4.73
4.98
0.26
1.83
4.16
1.4
1.52
0.94
1.9
3.03
4.66
2.78
1.41
0.46
I_450_40_10
0.0
1.7
3.17
6.56
4.85
1.62
2.46
0.18
2.87
4.5
3.1
3.09
3.77
1.74
6.85
6.06
4.88
3.41
2.44
4.13
4.98
I_450_40_20
0.0
3.22
7.33
3.05
2.43
3.45
2.06
4.44
0.33
1.25
4.82
5.1
4.34
2.54
4.85
3.5
5.14
4.66
0.62
6.54
2.64
I_450_50_10
0.0
1.61
0.57
1.14
0.81
2.13
1.81
3.16
3.57
2.22
2.63
1.05
4.8
0.91
3.94
3.29
1.98
0.4
0.67
0.86
1.61
I_450_50_20
0.0
1.15
5.76
3.27
2.61
3.74
1.64
4.28
1.6
5.23
4.75
2.09
5.35
2.51
1.0
4.1
2.78
4.54
2.1
7.25
0.45
I_450_random_10
0.0
4.07
4.88
5.16
2.33
0.65
1.65
3.62
4.96
4.52
3.45
1.95
5.13
3.86
1.0
0.13
1.73
2.44
2.94
3.92
1.57
I_450_random_20
0.0
1.42
1.76
2.98
2.65
3.16
4.18
4.0
11.11
6.45
0.83
1.95
1.78
5.69
1.75
6.48
6.49
0.24
2.83
2.09
1.34
I_500_10_10
0.0
5.0
9.5
0.72
7.74
2.83
5.05
0.53
6.17
3.6
1.93
4.97
4.56
1.12
2.52
0.24
2.9
4.49
8.47
7.93
3.1
I_500_10_20
0.0
7.67
4.93
4.71
5.48
4.92
3.88
5.08
1.98
5.14
3.61
2.92
2.84
7.53
2.87
3.71
3.94
5.94
5.49
2.25
0.83
I_500_20_10
0.0
4.63
1.95
0.07
2.92
7.02
0.54
3.52
4.14
2.59
3.44
2.36
8.04
0.15
0.41
2.8
0.63
0.11
1.79
1.83
2.59
I_500_20_20
0.0
0.63
6.32
0.96
0.97
0.92
5.35
4.33
4.29
2.46
1.08
2.12
6.82
2.08
3.78
0.23
0.58
0.36
2.32
1.06
0.02
I_500_30_10
0.0
3.32
7.01
7.44
3.25
5.36
6.83
0.78
6.49
0.57
1.49
4.8
3.27
1.65
9.09
3.0
4.45
4.15
3.38
2.6
6.95
I_500_30_20
0.0
1.02
1.3
0.48
6.71
1.84
0.78
0.64
5.2
2.94
3.26
1.09
0.46
4.04
2.72
0.91
3.14
1.4
3.24
1.5
0.89
I_500_40_10
0.0
0.22
5.98
0.42
0.41
1.94
0.42
4.23
0.16
3.48
0.14
0.77
0.43
2.11
1.05
4.45
1.83
6.79
2.79
9.05
0.92
I_500_40_20
0.0
0.32
4.43
1.0
0.71
3.15
2.16
4.16
4.39
0.38
1.91
1.99
3.38
4.18
2.73
6.49
5.01
1.71
0.93
0.69
3.78
I_500_50_10
0.0
2.3
1.34
2.15
1.14
3.67
5.58
1.68
0.34
1.43
0.46
1.98
2.72
4.92
0.56
0.81
3.25
6.53
2.35
0.33
1.12
I_500_50_20
0.0
4.25
4.7
1.14
4.06
0.29
0.44
1.8
2.62
3.21
0.89
3.88
4.02
6.11
3.2
0.86
7.41
1.15
5.93
6.44
8.23
I_500_random_10
0.0
5.78
5.7
4.32
5.41
4.65
3.36
6.22
3.69
1.68
4.47
3.52
9.24
2.54
2.47
6.79
3.84
5.21
7.75
3.04
6.45
I_500_random_20
0.0
0.43
0.92
0.94
3.15
3.51
0.18
4.59
4.5
0.31
3.27
1.23
2.65
1.02
0.67
1.34
2.11
4.71
0.52
0.09
2.95
Random Search Fitness Value Results for the Synthetical Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_50_10_10
210.16 ± 5.21
209.36 ± 3.45
206.29 ± 4.82
205.62 ± 4.43
206.19 ± 4.71
204.48 ± 6.49
200.63 ± 3.7
199.64 ± 1.98
201.01 ± 2.04
197.13 ± 3.46
199.9 ± 3.4
197.39 ± 2.86
196.26 ± 3.55
195.93 ± 3.27
197.86 ± 2.31
194.99 ± 4.66
200.3 ± 4.32
198.26 ± 2.79
199.27 ± 3.07
197.03 ± 3.48
196.45 ± 2.99
I_50_10_20
162.52 ± 11.08
165.12 ± 9.71
168.0 ± 12.4
165.47 ± 8.94
161.89 ± 7.62
163.33 ± 15.07
159.16 ± 8.14
167.96 ± 9.31
166.39 ± 8.53
165.16 ± 8.7
169.16 ± 11.3
167.63 ± 8.18
163.44 ± 8.27
161.69 ± 11.63
165.94 ± 9.85
165.99 ± 12.51
170.26 ± 13.04
158.37 ± 10.59
169.87 ± 12.21
168.02 ± 8.27
164.48 ± 7.54
I_50_20_10
203.77 ± 2.96
205.13 ± 5.48
200.01 ± 2.65
196.89 ± 3.66
194.65 ± 2.46
191.5 ± 2.02
189.82 ± 3.29
188.17 ± 2.83
184.86 ± 2.08
183.7 ± 3.85
182.37 ± 3.21
183.02 ± 4.21
181.43 ± 1.77
181.13 ± 1.9
182.53 ± 2.93
180.9 ± 2.15
182.02 ± 3.18
184.8 ± 3.76
181.29 ± 3.1
184.03 ± 3.62
183.27 ± 2.6
I_50_20_20
143.39 ± 7.55
141.95 ± 9.93
142.2 ± 5.56
139.63 ± 5.12
141.18 ± 8.76
148.83 ± 7.73
144.36 ± 9.21
139.86 ± 3.84
141.15 ± 6.49
143.48 ± 5.95
144.52 ± 6.45
138.52 ± 3.24
141.68 ± 8.4
146.28 ± 8.07
142.36 ± 7.69
138.35 ± 4.79
144.6 ± 6.81
144.16 ± 6.8
143.4 ± 7.98
138.4 ± 6.06
141.73 ± 5.76
I_50_30_10
210.04 ± 4.96
209.18 ± 5.22
204.73 ± 2.88
197.67 ± 2.4
197.72 ± 3.44
191.68 ± 3.43
185.67 ± 2.78
185.67 ± 3.5
184.45 ± 3.26
180.4 ± 4.36
180.0 ± 4.41
181.8 ± 3.61
179.09 ± 3.03
179.94 ± 3.43
178.82 ± 3.13
177.17 ± 3.14
180.59 ± 3.82
182.39 ± 2.85
179.48 ± 4.26
178.89 ± 3.46
180.19 ± 3.0
I_50_30_20
157.77 ± 8.35
159.33 ± 14.83
159.16 ± 11.91
153.8 ± 11.92
156.81 ± 8.6
148.74 ± 5.96
154.28 ± 9.34
152.75 ± 9.94
154.64 ± 9.32
150.57 ± 6.39
152.14 ± 6.48
151.73 ± 5.85
153.11 ± 4.66
149.69 ± 8.2
154.5 ± 5.49
151.67 ± 5.76
152.73 ± 5.39
152.48 ± 4.86
152.68 ± 5.86
153.59 ± 7.42
153.31 ± 5.18
I_50_40_10
205.06 ± 3.83
203.02 ± 4.4
193.85 ± 2.33
191.63 ± 4.33
185.79 ± 5.13
181.42 ± 2.4
178.68 ± 4.33
173.47 ± 2.48
172.21 ± 3.16
171.25 ± 2.88
170.37 ± 3.84
169.85 ± 2.94
168.89 ± 2.64
169.56 ± 2.26
169.58 ± 4.36
169.06 ± 3.06
169.24 ± 4.14
171.44 ± 5.5
167.45 ± 3.47
168.33 ± 4.08
170.05 ± 3.21
I_50_40_20
149.88 ± 11.18
143.83 ± 12.28
146.69 ± 12.07
141.51 ± 7.76
145.55 ± 8.18
141.2 ± 4.35
142.37 ± 8.96
145.71 ± 6.8
146.82 ± 6.83
144.15 ± 9.63
143.83 ± 6.44
146.96 ± 5.52
141.65 ± 6.24
140.34 ± 6.28
140.93 ± 6.31
148.9 ± 8.09
142.29 ± 9.01
139.87 ± 5.62
145.13 ± 7.54
139.59 ± 3.55
145.52 ± 4.81
I_50_50_10
221.69 ± 4.09
215.44 ± 3.98
205.09 ± 2.24
199.09 ± 2.46
190.44 ± 3.11
184.86 ± 3.67
179.36 ± 3.81
176.58 ± 3.63
172.41 ± 4.03
173.09 ± 2.6
173.24 ± 5.05
170.85 ± 3.87
170.23 ± 3.42
170.85 ± 2.84
170.77 ± 2.55
170.71 ± 4.38
169.42 ± 3.31
168.73 ± 4.24
171.39 ± 4.23
170.84 ± 3.09
171.74 ± 4.49
I_50_50_20
139.24 ± 7.68
142.22 ± 10.34
140.78 ± 7.61
142.48 ± 4.13
142.5 ± 4.95
144.51 ± 9.62
140.87 ± 8.06
137.12 ± 6.97
139.26 ± 8.13
139.05 ± 5.98
138.25 ± 6.02
136.2 ± 7.15
137.69 ± 8.48
136.7 ± 2.58
137.44 ± 4.13
141.07 ± 6.36
135.45 ± 5.79
137.35 ± 7.07
138.29 ± 5.9
137.67 ± 8.15
134.66 ± 5.59
I_50_random_10
216.77 ± 2.66
211.32 ± 2.11
203.52 ± 2.17
201.73 ± 2.19
198.59 ± 3.37
195.06 ± 1.46
196.35 ± 3.49
193.34 ± 3.52
192.58 ± 3.05
189.96 ± 2.01
191.25 ± 3.28
190.92 ± 4.42
188.31 ± 3.27
189.8 ± 2.86
189.4 ± 1.93
188.37 ± 2.65
189.68 ± 2.33
189.73 ± 4.56
190.28 ± 3.64
190.26 ± 3.23
191.2 ± 3.27
I_50_random_20
156.15 ± 6.05
163.59 ± 13.03
160.55 ± 13.78
157.31 ± 8.78
153.74 ± 8.77
155.09 ± 10.08
158.93 ± 11.89
154.38 ± 6.33
154.54 ± 7.93
152.14 ± 7.39
154.69 ± 7.79
158.37 ± 8.64
162.4 ± 11.4
155.45 ± 5.96
154.46 ± 7.86
154.51 ± 8.14
155.99 ± 7.35
156.2 ± 10.8
153.26 ± 6.1
156.47 ± 6.69
154.62 ± 5.88
I_100_10_10
306.19 ± 12.87
326.32 ± 22.01
324.96 ± 19.42
320.35 ± 15.25
317.09 ± 16.53
313.97 ± 13.74
314.75 ± 15.27
316.53 ± 21.6
317.56 ± 14.66
309.93 ± 18.68
313.92 ± 14.79
310.78 ± 12.8
319.33 ± 14.23
316.53 ± 11.74
326.24 ± 8.72
317.53 ± 12.28
315.24 ± 20.05
319.16 ± 14.62
310.12 ± 11.36
315.31 ± 9.97
311.92 ± 19.62
I_100_10_20
232.66 ± 21.15
230.3 ± 17.95
251.28 ± 32.64
217.77 ± 15.45
227.87 ± 17.29
235.79 ± 16.67
235.36 ± 21.21
227.12 ± 27.31
225.46 ± 15.78
237.22 ± 18.29
240.0 ± 23.43
228.95 ± 18.36
231.9 ± 25.03
233.81 ± 14.42
242.41 ± 16.3
232.03 ± 19.97
229.72 ± 26.31
219.74 ± 8.2
221.55 ± 13.53
231.72 ± 9.27
229.7 ± 18.43
I_100_20_10
325.41 ± 27.25
319.25 ± 17.28
314.15 ± 18.71
312.15 ± 15.92
312.81 ± 15.56
300.25 ± 14.75
312.0 ± 10.51
312.32 ± 23.4
307.35 ± 12.99
302.43 ± 8.93
317.54 ± 9.62
303.67 ± 11.64
312.63 ± 11.86
303.32 ± 15.51
303.41 ± 13.84
303.35 ± 13.97
312.59 ± 12.17
297.83 ± 17.32
310.14 ± 11.41
312.55 ± 13.54
303.9 ± 17.32
I_100_20_20
205.99 ± 15.07
198.42 ± 14.92
204.76 ± 14.33
205.12 ± 24.73
201.34 ± 16.12
205.06 ± 13.44
205.26 ± 16.16
197.56 ± 23.92
208.37 ± 15.74
189.53 ± 9.46
206.93 ± 17.82
203.18 ± 18.39
210.03 ± 23.28
202.75 ± 11.99
212.49 ± 16.94
196.08 ± 21.52
208.98 ± 18.57
194.57 ± 14.13
200.25 ± 15.46
202.19 ± 11.7
203.59 ± 25.47
I_100_30_10
334.0 ± 18.24
311.07 ± 16.21
314.69 ± 8.44
322.11 ± 11.77
313.0 ± 13.49
315.39 ± 11.78
304.16 ± 8.94
297.49 ± 8.49
296.69 ± 8.42
297.27 ± 7.15
290.62 ± 8.27
290.41 ± 7.11
294.99 ± 7.62
288.36 ± 4.46
293.22 ± 7.25
291.28 ± 5.14
291.22 ± 5.0
291.65 ± 4.78
292.89 ± 6.52
292.07 ± 7.13
293.65 ± 6.16
I_100_30_20
164.26 ± 16.15
158.33 ± 9.84
151.42 ± 5.22
150.52 ± 7.91
156.72 ± 15.18
155.13 ± 8.39
161.75 ± 12.09
156.48 ± 16.46
149.53 ± 8.57
159.33 ± 8.85
157.39 ± 13.84
163.03 ± 16.74
152.41 ± 11.67
148.7 ± 7.24
158.14 ± 12.04
154.81 ± 9.86
152.23 ± 9.32
160.57 ± 10.8
158.34 ± 10.6
161.27 ± 10.32
163.8 ± 16.11
I_100_40_10
193.78 ± 14.95
203.61 ± 23.33
196.6 ± 16.73
219.03 ± 26.8
215.96 ± 14.42
219.49 ± 20.19
207.33 ± 11.87
209.43 ± 19.79
209.55 ± 27.54
202.64 ± 10.72
212.97 ± 20.24
205.63 ± 21.46
219.62 ± 31.67
184.01 ± 19.7
202.16 ± 15.02
218.93 ± 29.25
199.78 ± 26.82
214.76 ± 22.94
202.92 ± 15.21
219.02 ± 24.3
208.27 ± 15.88
I_100_40_20
229.71 ± 19.41
222.88 ± 20.85
213.24 ± 19.12
212.41 ± 15.85
212.29 ± 15.83
208.5 ± 15.84
220.9 ± 13.49
227.0 ± 18.18
221.41 ± 17.72
214.32 ± 22.59
217.54 ± 19.92
229.59 ± 30.49
221.6 ± 16.79
207.62 ± 20.03
220.74 ± 23.24
208.51 ± 9.96
215.35 ± 16.41
217.75 ± 15.15
223.28 ± 19.03
218.75 ± 21.88
214.76 ± 8.09
I_100_50_10
357.22 ± 18.84
338.54 ± 9.88
329.69 ± 8.78
313.43 ± 7.64
303.34 ± 6.01
292.5 ± 6.95
286.28 ± 4.53
279.83 ± 6.14
276.79 ± 6.89
278.98 ± 5.2
271.92 ± 6.07
273.14 ± 4.83
276.12 ± 4.03
270.53 ± 5.25
273.95 ± 4.73
274.24 ± 8.59
273.31 ± 7.26
271.34 ± 6.39
272.52 ± 8.38
278.84 ± 5.96
271.08 ± 4.67
I_100_50_20
162.37 ± 14.01
165.26 ± 10.17
163.21 ± 12.38
161.7 ± 11.66
159.24 ± 10.4
164.1 ± 11.43
159.13 ± 10.44
162.31 ± 16.86
156.45 ± 9.94
157.07 ± 8.88
159.51 ± 10.9
161.5 ± 13.56
161.93 ± 10.58
156.44 ± 13.82
157.03 ± 9.56
163.82 ± 14.72
160.17 ± 6.07
155.25 ± 7.87
161.4 ± 6.36
166.12 ± 19.57
159.87 ± 11.63
I_100_random_10
218.27 ± 22.94
198.06 ± 22.89
203.39 ± 15.25
204.65 ± 18.6
193.97 ± 20.79
198.65 ± 15.21
200.6 ± 15.47
199.33 ± 28.63
206.03 ± 34.47
192.96 ± 15.1
206.83 ± 21.06
201.74 ± 19.85
196.26 ± 15.52
202.24 ± 29.24
208.46 ± 15.38
214.91 ± 32.61
206.25 ± 19.07
201.84 ± 21.84
207.81 ± 29.08
200.59 ± 32.05
196.32 ± 16.62
I_100_random_20
158.62 ± 7.83
155.14 ± 8.49
153.16 ± 13.87
154.75 ± 10.71
151.97 ± 14.73
160.27 ± 16.46
151.29 ± 10.25
152.84 ± 9.44
156.3 ± 7.17
158.31 ± 15.59
156.62 ± 7.14
155.38 ± 9.88
155.94 ± 7.22
154.49 ± 12.61
156.19 ± 17.16
156.0 ± 11.73
153.16 ± 11.2
164.98 ± 16.44
154.33 ± 11.67
155.6 ± 10.51
159.0 ± 11.2
I_150_10_10
337.66 ± 15.57
359.76 ± 24.83
352.84 ± 20.34
344.68 ± 20.51
345.31 ± 7.44
360.58 ± 22.08
344.38 ± 26.17
347.19 ± 19.11
351.41 ± 17.81
358.53 ± 22.55
343.96 ± 26.36
341.49 ± 19.0
361.34 ± 21.87
353.14 ± 20.06
332.67 ± 18.26
360.61 ± 17.92
343.56 ± 16.25
348.23 ± 21.58
345.71 ± 19.89
350.74 ± 17.21
363.4 ± 40.39
I_150_10_20
193.93 ± 7.26
192.43 ± 18.17
192.82 ± 12.57
189.26 ± 9.91
191.91 ± 18.01
191.7 ± 13.33
201.28 ± 21.51
190.47 ± 17.86
195.63 ± 9.93
189.94 ± 8.82
188.22 ± 8.96
191.17 ± 10.27
183.24 ± 11.2
196.5 ± 25.5
187.29 ± 7.61
193.95 ± 9.68
198.09 ± 14.13
189.54 ± 11.7
195.79 ± 8.89
193.88 ± 21.63
191.56 ± 11.85
I_150_20_10
439.48 ± 31.74
411.25 ± 26.02
415.54 ± 26.59
419.08 ± 27.85
417.04 ± 32.81
432.16 ± 31.01
421.45 ± 25.95
420.71 ± 24.44
415.04 ± 32.39
414.13 ± 19.81
420.58 ± 24.36
416.77 ± 15.81
417.89 ± 23.08
411.74 ± 25.73
429.9 ± 25.52
409.32 ± 31.35
400.66 ± 21.76
417.64 ± 16.52
417.0 ± 26.51
419.99 ± 35.56
446.75 ± 37.82
I_150_20_20
228.91 ± 25.67
220.5 ± 11.07
219.21 ± 13.58
224.55 ± 16.55
222.51 ± 15.55
232.61 ± 22.99
247.8 ± 22.64
242.17 ± 19.78
223.33 ± 12.28
232.65 ± 22.02
241.86 ± 17.96
228.93 ± 20.18
225.69 ± 19.17
234.35 ± 16.77
225.79 ± 24.56
243.91 ± 15.74
221.71 ± 22.83
229.38 ± 16.04
236.11 ± 20.51
235.69 ± 33.37
227.08 ± 9.04
I_150_30_10
357.38 ± 26.09
368.43 ± 26.41
363.17 ± 18.77
352.85 ± 16.38
344.62 ± 13.87
362.51 ± 25.32
361.99 ± 24.28
367.32 ± 26.58
351.23 ± 17.19
360.36 ± 14.03
364.03 ± 18.11
365.74 ± 20.66
362.33 ± 18.79
370.84 ± 19.04
369.87 ± 20.44
359.31 ± 20.8
365.56 ± 25.3
372.32 ± 15.04
371.18 ± 23.15
361.17 ± 29.51
364.8 ± 17.74
I_150_30_20
212.38 ± 14.23
215.67 ± 11.2
217.44 ± 13.02
225.73 ± 16.92
230.27 ± 24.88
223.69 ± 24.84
214.99 ± 18.66
220.18 ± 18.06
218.9 ± 12.36
219.14 ± 22.44
222.56 ± 26.4
219.49 ± 21.54
215.79 ± 11.72
218.07 ± 13.43
232.17 ± 15.6
226.03 ± 25.07
228.81 ± 16.88
233.33 ± 22.75
209.7 ± 12.0
218.63 ± 15.18
216.44 ± 19.67
I_150_40_10
402.26 ± 31.82
412.65 ± 52.85
403.43 ± 27.01
404.69 ± 20.06
422.26 ± 36.26
392.48 ± 22.67
411.7 ± 23.05
403.7 ± 20.26
394.76 ± 14.91
392.49 ± 14.48
393.31 ± 20.07
388.42 ± 24.3
395.06 ± 18.75
390.06 ± 17.78
382.13 ± 16.71
382.44 ± 12.43
398.68 ± 22.62
395.63 ± 22.8
391.34 ± 27.26
378.2 ± 8.14
398.8 ± 9.21
I_150_40_20
241.01 ± 29.93
246.6 ± 29.59
243.63 ± 24.7
233.25 ± 16.63
239.39 ± 13.13
244.94 ± 24.05
234.52 ± 17.2
236.94 ± 10.25
231.9 ± 17.63
240.45 ± 17.13
258.47 ± 41.02
245.94 ± 19.41
245.84 ± 18.11
247.62 ± 22.54
246.83 ± 22.79
245.64 ± 16.98
235.22 ± 13.51
239.08 ± 32.71
245.44 ± 12.58
238.35 ± 28.09
236.39 ± 17.83
I_150_50_10
412.48 ± 20.92
406.59 ± 19.22
410.12 ± 24.68
418.13 ± 22.4
411.0 ± 13.13
397.19 ± 16.23
410.11 ± 24.52
404.48 ± 11.28
398.57 ± 13.3
396.35 ± 18.33
398.61 ± 14.87
393.73 ± 24.18
389.44 ± 18.41
404.17 ± 23.14
393.75 ± 17.15
390.71 ± 11.63
398.01 ± 14.14
384.5 ± 19.75
399.82 ± 17.01
394.82 ± 14.72
399.78 ± 19.57
I_150_50_20
224.43 ± 17.24
219.97 ± 8.98
211.95 ± 20.19
225.89 ± 16.17
231.21 ± 27.07
220.86 ± 13.81
221.38 ± 15.58
210.13 ± 13.83
216.82 ± 10.61
215.05 ± 15.37
226.81 ± 26.24
224.14 ± 13.83
215.18 ± 16.52
219.06 ± 15.2
218.8 ± 15.98
227.83 ± 19.9
217.75 ± 15.2
223.95 ± 39.31
212.86 ± 14.95
219.8 ± 14.55
227.38 ± 32.61
I_150_random_10
479.37 ± 53.36
448.66 ± 26.08
464.13 ± 39.36
458.76 ± 34.74
465.82 ± 40.02
454.34 ± 29.08
461.82 ± 28.39
456.51 ± 20.9
454.25 ± 34.24
455.83 ± 15.99
463.24 ± 22.32
462.3 ± 33.33
450.35 ± 18.39
445.24 ± 23.14
448.3 ± 26.1
466.22 ± 24.91
465.94 ± 25.81
453.31 ± 22.65
462.19 ± 29.1
456.39 ± 16.8
465.46 ± 26.61
I_150_random_20
222.19 ± 10.78
230.11 ± 24.99
222.08 ± 12.09
229.9 ± 18.25
231.06 ± 14.54
234.11 ± 28.78
232.45 ± 28.03
213.46 ± 11.58
215.22 ± 15.61
246.6 ± 23.25
227.55 ± 13.5
238.11 ± 19.97
227.99 ± 19.16
234.25 ± 24.98
237.99 ± 15.31
229.65 ± 22.32
222.32 ± 8.01
238.68 ± 21.98
237.96 ± 22.51
230.64 ± 14.23
232.92 ± 15.7
I_200_10_10
417.6 ± 35.48
420.72 ± 42.78
418.59 ± 21.91
416.0 ± 32.78
423.42 ± 45.11
433.68 ± 36.67
427.09 ± 27.83
414.5 ± 17.41
399.4 ± 23.18
419.07 ± 29.07
417.96 ± 38.43
425.14 ± 29.54
405.05 ± 24.46
427.21 ± 22.48
410.18 ± 28.09
417.64 ± 23.69
430.94 ± 28.35
419.95 ± 19.82
412.25 ± 25.44
416.85 ± 25.7
421.81 ± 31.06
I_200_10_20
246.07 ± 18.02
261.2 ± 19.33
243.2 ± 12.78
254.02 ± 22.47
242.4 ± 21.96
248.76 ± 13.37
242.81 ± 14.47
262.37 ± 22.54
250.37 ± 20.0
252.24 ± 13.37
249.56 ± 31.68
250.47 ± 22.79
239.61 ± 13.14
250.78 ± 23.39
243.76 ± 19.2
251.19 ± 18.59
249.7 ± 13.34
246.25 ± 31.52
246.65 ± 16.36
247.66 ± 13.79
240.46 ± 16.85
I_200_20_10
405.82 ± 37.59
378.92 ± 25.45
388.93 ± 24.79
385.74 ± 31.73
383.62 ± 23.13
392.32 ± 20.12
375.53 ± 25.69
394.82 ± 38.67
391.95 ± 33.55
388.13 ± 16.99
382.54 ± 17.68
393.83 ± 27.31
384.62 ± 18.69
383.59 ± 30.48
377.55 ± 18.29
392.81 ± 23.66
404.46 ± 25.97
389.17 ± 30.21
392.98 ± 27.61
390.62 ± 20.37
384.02 ± 26.95
I_200_20_20
214.59 ± 10.17
218.11 ± 9.46
225.3 ± 8.28
226.49 ± 16.78
224.85 ± 17.32
215.51 ± 10.26
220.46 ± 10.53
218.97 ± 5.26
219.48 ± 11.63
229.52 ± 13.84
224.09 ± 17.58
224.95 ± 11.95
214.87 ± 22.03
224.63 ± 20.09
237.66 ± 21.87
224.28 ± 25.27
218.59 ± 9.24
220.8 ± 12.82
219.59 ± 14.92
213.85 ± 9.38
224.22 ± 11.53
I_200_30_10
388.6 ± 19.6
414.33 ± 26.07
396.9 ± 18.07
406.77 ± 23.46
404.59 ± 29.74
388.47 ± 22.29
418.78 ± 26.6
376.42 ± 16.93
395.25 ± 20.95
400.4 ± 22.44
391.62 ± 21.48
399.61 ± 16.31
394.09 ± 23.87
394.22 ± 31.97
406.72 ± 17.27
402.71 ± 21.88
403.11 ± 44.7
416.98 ± 43.13
384.47 ± 22.02
402.5 ± 38.89
379.04 ± 37.07
I_200_30_20
246.0 ± 17.28
251.07 ± 18.57
258.99 ± 12.46
248.24 ± 21.72
249.77 ± 15.3
253.63 ± 18.78
250.56 ± 15.98
258.27 ± 16.35
257.83 ± 15.35
256.52 ± 30.34
259.22 ± 23.75
270.98 ± 20.44
260.75 ± 24.14
254.64 ± 27.79
257.2 ± 27.3
252.29 ± 20.35
260.36 ± 23.88
251.7 ± 18.19
264.75 ± 39.61
260.98 ± 33.57
261.24 ± 16.0
I_200_40_10
297.45 ± 40.5
313.08 ± 44.64
327.65 ± 49.89
297.8 ± 39.21
301.71 ± 39.88
295.8 ± 41.66
311.59 ± 57.1
274.8 ± 35.74
300.77 ± 51.16
292.84 ± 46.74
300.04 ± 52.98
299.83 ± 35.58
308.89 ± 49.53
286.93 ± 34.65
302.0 ± 52.15
305.63 ± 51.67
292.6 ± 41.22
287.87 ± 23.34
278.62 ± 33.83
302.71 ± 56.92
293.98 ± 43.04
I_200_40_20
249.24 ± 23.06
263.19 ± 38.22
254.12 ± 21.85
269.24 ± 11.01
259.97 ± 38.9
250.4 ± 14.99
273.74 ± 39.07
265.24 ± 21.42
262.07 ± 24.94
260.97 ± 41.61
259.87 ± 44.4
252.19 ± 21.49
264.04 ± 18.53
251.42 ± 26.92
254.69 ± 20.91
262.87 ± 25.01
243.55 ± 14.15
254.29 ± 32.92
275.7 ± 23.38
249.08 ± 27.33
244.82 ± 22.8
I_200_50_10
458.09 ± 26.3
439.29 ± 24.85
462.36 ± 39.87
433.4 ± 15.27
453.68 ± 22.7
456.15 ± 40.13
446.4 ± 29.66
436.19 ± 29.68
429.93 ± 18.55
436.37 ± 22.74
476.22 ± 38.77
436.4 ± 20.28
442.57 ± 23.68
445.0 ± 26.61
456.79 ± 42.59
458.17 ± 33.36
456.28 ± 36.19
452.08 ± 26.63
466.76 ± 23.26
442.32 ± 33.18
460.41 ± 39.21
I_200_50_20
222.14 ± 18.41
219.5 ± 14.92
229.06 ± 22.05
225.15 ± 18.28
225.18 ± 16.96
212.49 ± 20.65
212.79 ± 17.96
236.5 ± 23.52
219.62 ± 14.17
229.63 ± 24.69
219.18 ± 11.29
224.67 ± 22.73
221.98 ± 13.32
220.32 ± 15.29
217.68 ± 13.76
225.04 ± 12.99
219.52 ± 19.23
218.66 ± 16.25
217.14 ± 10.62
222.62 ± 15.85
225.77 ± 18.67
I_200_random_10
383.27 ± 18.19
383.8 ± 19.97
390.85 ± 35.61
376.16 ± 26.31
389.01 ± 20.76
396.47 ± 21.02
380.39 ± 21.62
382.73 ± 15.23
384.49 ± 21.84
389.1 ± 22.28
388.63 ± 17.09
384.51 ± 26.77
379.73 ± 21.36
391.04 ± 25.27
392.6 ± 33.24
387.94 ± 12.74
382.48 ± 23.54
387.58 ± 28.3
390.31 ± 25.62
390.48 ± 20.96
408.09 ± 42.79
I_200_random_20
216.78 ± 15.34
220.41 ± 15.24
220.22 ± 14.0
214.73 ± 9.94
225.28 ± 24.48
213.32 ± 9.72
221.61 ± 21.8
222.21 ± 17.33
225.03 ± 15.31
221.16 ± 20.51
223.34 ± 14.63
218.24 ± 12.55
230.4 ± 17.53
219.33 ± 12.21
225.53 ± 20.69
218.97 ± 8.84
210.51 ± 10.15
218.31 ± 21.04
226.31 ± 13.85
223.21 ± 26.62
217.97 ± 21.93
I_250_10_10
488.02 ± 36.24
499.05 ± 48.49
485.17 ± 26.54
483.78 ± 45.51
497.03 ± 29.03
472.08 ± 18.56
476.83 ± 28.5
491.89 ± 42.98
488.44 ± 51.96
462.03 ± 26.27
495.19 ± 45.95
488.43 ± 45.39
469.5 ± 20.89
480.29 ± 44.46
469.09 ± 29.81
487.15 ± 46.35
476.7 ± 26.7
480.15 ± 31.51
486.36 ± 42.34
478.31 ± 31.66
484.43 ± 32.65
I_250_10_20
272.92 ± 32.62
270.2 ± 22.54
273.57 ± 31.41
249.56 ± 10.95
261.45 ± 34.52
272.55 ± 35.72
273.23 ± 24.72
264.28 ± 22.66
265.13 ± 18.36
269.33 ± 34.03
280.33 ± 25.78
274.79 ± 18.14
262.46 ± 15.77
258.98 ± 20.2
271.07 ± 21.61
256.09 ± 18.14
255.46 ± 18.92
261.82 ± 12.91
261.07 ± 25.56
285.5 ± 38.78
259.59 ± 19.68
I_250_20_10
503.72 ± 40.96
479.84 ± 35.83
462.84 ± 35.59
470.63 ± 23.14
478.74 ± 36.36
469.85 ± 26.1
475.07 ± 23.91
486.14 ± 24.16
473.19 ± 53.07
483.61 ± 38.52
501.59 ± 36.86
460.43 ± 29.42
498.63 ± 33.55
489.3 ± 54.78
484.18 ± 35.92
499.83 ± 49.29
476.41 ± 19.43
480.33 ± 47.44
493.83 ± 45.51
475.71 ± 15.65
477.44 ± 47.15
I_250_20_20
240.01 ± 22.06
244.79 ± 31.13
243.49 ± 25.6
241.88 ± 22.65
240.5 ± 16.73
239.17 ± 14.66
229.05 ± 8.65
232.62 ± 12.88
237.26 ± 20.94
246.24 ± 33.12
248.77 ± 25.69
238.73 ± 14.79
243.2 ± 23.3
244.56 ± 17.58
231.91 ± 13.52
235.71 ± 24.29
234.51 ± 19.94
252.62 ± 23.06
233.26 ± 21.92
249.41 ± 18.3
238.41 ± 20.57
I_250_30_10
440.02 ± 52.32
426.19 ± 20.53
428.05 ± 23.8
422.11 ± 29.99
438.57 ± 19.66
437.38 ± 23.14
432.74 ± 38.34
457.41 ± 55.75
434.63 ± 23.4
427.0 ± 31.71
419.5 ± 22.04
440.67 ± 47.69
445.04 ± 29.14
436.62 ± 23.08
427.54 ± 26.68
444.51 ± 37.0
427.89 ± 24.47
447.07 ± 44.1
444.78 ± 38.69
447.03 ± 28.91
440.99 ± 21.31
I_250_30_20
239.61 ± 15.22
246.58 ± 20.06
242.91 ± 29.51
237.85 ± 20.1
232.14 ± 17.76
254.61 ± 15.85
238.6 ± 17.5
250.96 ± 34.66
253.4 ± 21.41
240.08 ± 13.2
244.57 ± 16.34
243.43 ± 22.75
249.38 ± 23.68
235.51 ± 9.72
245.94 ± 16.9
247.11 ± 19.31
243.0 ± 20.58
246.51 ± 22.26
243.95 ± 18.74
237.04 ± 16.64
247.8 ± 17.4
I_250_40_10
451.95 ± 30.59
454.46 ± 22.39
452.76 ± 36.25
450.31 ± 27.9
448.59 ± 34.64
467.88 ± 29.66
447.15 ± 25.75
447.25 ± 22.31
454.67 ± 41.57
469.45 ± 31.06
484.1 ± 39.33
444.74 ± 18.9
453.37 ± 20.3
470.49 ± 48.29
474.56 ± 67.56
464.15 ± 45.96
467.69 ± 35.31
473.38 ± 37.6
451.66 ± 25.64
432.1 ± 17.95
448.31 ± 22.87
I_250_40_20
271.9 ± 19.36
266.22 ± 22.56
263.79 ± 13.61
274.92 ± 20.2
264.91 ± 18.63
276.11 ± 32.28
270.5 ± 23.77
276.63 ± 28.47
264.17 ± 23.49
267.0 ± 16.78
265.68 ± 22.05
286.52 ± 24.88
268.17 ± 26.03
276.83 ± 40.34
267.71 ± 28.15
256.72 ± 18.74
262.97 ± 21.5
263.04 ± 36.02
261.34 ± 22.43
267.91 ± 14.53
266.07 ± 18.84
I_250_50_10
526.78 ± 35.78
507.1 ± 51.48
520.01 ± 33.95
514.11 ± 32.43
525.26 ± 60.94
537.22 ± 53.32
514.93 ± 43.31
538.25 ± 62.03
491.3 ± 22.03
529.52 ± 43.27
504.21 ± 25.58
528.88 ± 46.14
513.77 ± 35.18
536.16 ± 38.19
512.3 ± 34.57
517.21 ± 32.41
536.91 ± 47.44
550.39 ± 42.59
513.04 ± 40.77
516.2 ± 28.78
520.19 ± 44.56
I_250_50_20
249.48 ± 24.66
249.35 ± 18.68
250.16 ± 21.41
240.62 ± 14.03
240.51 ± 18.07
248.32 ± 14.64
248.41 ± 13.03
238.89 ± 18.34
237.74 ± 15.96
237.81 ± 14.55
244.71 ± 23.45
245.69 ± 32.94
258.55 ± 32.35
250.98 ± 31.03
230.47 ± 12.18
235.13 ± 19.15
239.31 ± 15.52
237.75 ± 16.62
239.45 ± 23.58
239.85 ± 21.87
245.52 ± 14.24
I_250_random_10
293.1 ± 26.45
255.86 ± 46.17
263.12 ± 31.23
263.88 ± 35.39
261.37 ± 36.34
272.32 ± 51.08
255.61 ± 24.1
284.72 ± 29.0
257.34 ± 37.75
263.98 ± 36.86
277.7 ± 45.76
264.83 ± 29.33
279.17 ± 53.99
252.93 ± 17.97
251.58 ± 38.33
284.88 ± 45.22
269.75 ± 35.39
258.34 ± 26.29
271.14 ± 38.77
250.13 ± 25.51
299.95 ± 36.51
I_250_random_20
230.71 ± 19.05
220.66 ± 14.02
225.52 ± 18.0
217.0 ± 20.17
219.86 ± 14.82
215.66 ± 10.14
224.15 ± 16.39
228.85 ± 12.58
221.97 ± 11.69
229.42 ± 18.19
230.5 ± 17.68
222.63 ± 10.83
225.48 ± 16.91
217.99 ± 17.67
224.81 ± 23.25
226.13 ± 20.77
224.17 ± 11.63
233.79 ± 16.12
226.56 ± 20.46
235.2 ± 26.28
219.95 ± 14.89
I_300_10_10
436.09 ± 26.79
448.56 ± 28.67
460.28 ± 46.9
461.37 ± 49.96
445.38 ± 32.93
472.88 ± 44.34
449.76 ± 18.92
444.56 ± 25.66
434.92 ± 21.98
453.27 ± 39.83
431.28 ± 36.16
459.54 ± 45.85
432.57 ± 33.78
429.3 ± 28.33
444.15 ± 23.74
460.52 ± 26.91
430.93 ± 30.25
435.25 ± 30.47
452.95 ± 24.0
441.73 ± 29.16
458.37 ± 36.99
I_300_10_20
248.34 ± 23.96
255.87 ± 21.8
249.63 ± 13.0
247.71 ± 14.08
253.0 ± 12.18
251.24 ± 15.73
255.49 ± 21.09
255.94 ± 8.49
256.25 ± 25.44
260.94 ± 15.86
263.34 ± 28.07
255.55 ± 15.75
259.58 ± 25.55
262.47 ± 29.7
256.61 ± 18.86
261.98 ± 33.14
254.79 ± 20.59
255.06 ± 26.7
254.19 ± 26.61
242.76 ± 11.42
254.45 ± 16.87
I_300_20_10
502.24 ± 22.62
509.5 ± 51.92
480.21 ± 34.53
519.65 ± 43.9
510.25 ± 43.89
527.41 ± 59.44
493.81 ± 24.35
510.81 ± 32.36
506.65 ± 45.47
490.78 ± 28.46
495.62 ± 38.45
485.88 ± 38.39
503.49 ± 22.21
493.58 ± 53.15
493.91 ± 26.83
474.67 ± 19.14
509.8 ± 30.23
499.7 ± 50.19
501.22 ± 32.39
503.97 ± 20.64
490.48 ± 51.83
I_300_20_20
269.99 ± 23.83
299.61 ± 38.31
271.75 ± 22.46
284.34 ± 36.98
276.59 ± 30.07
257.45 ± 16.92
276.2 ± 34.17
267.37 ± 34.73
277.24 ± 9.06
276.8 ± 34.28
263.41 ± 31.59
268.91 ± 27.22
263.55 ± 14.07
271.55 ± 31.92
278.77 ± 24.24
282.92 ± 25.84
274.97 ± 42.64
262.25 ± 21.84
283.2 ± 23.94
266.42 ± 23.32
283.56 ± 34.94
I_300_30_10
481.5 ± 45.03
479.8 ± 53.02
475.41 ± 39.57
499.51 ± 47.4
475.89 ± 37.64
476.61 ± 27.79
468.81 ± 25.31
482.98 ± 46.65
462.93 ± 38.02
460.2 ± 22.08
470.78 ± 33.01
470.93 ± 33.33
482.25 ± 38.58
477.39 ± 37.82
495.9 ± 41.4
477.4 ± 45.01
481.91 ± 34.18
488.07 ± 28.65
478.38 ± 40.3
453.57 ± 17.71
495.0 ± 52.77
I_300_30_20
284.91 ± 30.11
279.46 ± 35.2
269.73 ± 32.17
280.65 ± 42.44
286.76 ± 28.97
272.43 ± 16.11
272.4 ± 27.23
275.3 ± 22.11
288.57 ± 36.15
292.24 ± 33.68
273.74 ± 14.57
285.82 ± 27.3
284.88 ± 40.25
274.18 ± 24.61
276.01 ± 18.88
269.45 ± 10.6
278.44 ± 16.33
278.13 ± 18.22
266.73 ± 20.35
271.8 ± 14.58
267.87 ± 18.71
I_300_40_10
552.26 ± 39.53
583.53 ± 44.3
578.27 ± 53.47
557.13 ± 35.39
532.7 ± 35.0
554.62 ± 31.24
555.2 ± 65.17
575.26 ± 42.36
564.89 ± 75.61
555.21 ± 42.21
577.32 ± 58.94
553.35 ± 33.83
537.95 ± 39.16
567.69 ± 41.42
547.54 ± 36.8
561.13 ± 27.52
542.66 ± 26.63
543.79 ± 37.4
552.72 ± 27.26
554.52 ± 33.92
561.24 ± 53.8
I_300_40_20
275.39 ± 23.26
286.15 ± 35.82
298.91 ± 34.49
280.7 ± 19.78
292.3 ± 58.57
277.64 ± 19.77
269.02 ± 19.24
265.99 ± 16.68
275.26 ± 19.77
274.23 ± 15.53
275.06 ± 16.49
279.44 ± 29.16
277.65 ± 25.37
284.48 ± 28.04
272.95 ± 10.07
273.96 ± 19.97
271.01 ± 15.22
281.12 ± 21.73
297.78 ± 39.48
290.01 ± 43.43
280.72 ± 19.47
I_300_50_10
442.82 ± 42.14
431.7 ± 35.15
427.2 ± 21.37
444.16 ± 37.59
435.44 ± 25.77
456.07 ± 27.6
434.96 ± 22.85
467.51 ± 59.79
428.43 ± 56.45
451.42 ± 60.55
426.93 ± 16.91
432.17 ± 32.15
443.76 ± 38.85
438.87 ± 19.49
423.83 ± 29.21
446.75 ± 25.05
442.63 ± 42.4
439.91 ± 39.23
447.15 ± 42.43
437.87 ± 29.06
445.24 ± 29.11
I_300_50_20
265.11 ± 11.32
273.03 ± 25.11
271.59 ± 15.74
269.38 ± 20.63
271.16 ± 23.49
277.49 ± 23.53
278.3 ± 21.53
279.69 ± 14.57
265.74 ± 19.72
276.89 ± 16.33
266.71 ± 14.97
275.01 ± 22.4
275.51 ± 31.67
261.57 ± 25.87
261.33 ± 23.12
268.11 ± 26.98
262.26 ± 17.13
273.44 ± 26.04
271.33 ± 20.06
271.39 ± 29.51
260.22 ± 9.97
I_300_random_10
331.29 ± 55.64
288.41 ± 53.28
283.83 ± 35.31
288.5 ± 31.02
309.69 ± 34.68
311.65 ± 42.52
281.49 ± 33.58
320.9 ± 19.1
286.01 ± 33.87
308.67 ± 25.75
278.1 ± 24.9
343.22 ± 61.61
312.62 ± 36.14
301.74 ± 18.54
297.57 ± 51.78
301.99 ± 47.15
298.96 ± 42.62
295.55 ± 39.48
282.1 ± 51.08
313.08 ± 30.91
307.54 ± 25.51
I_300_random_20
263.33 ± 23.99
250.87 ± 23.03
268.4 ± 27.6
249.31 ± 18.52
259.34 ± 34.0
257.97 ± 18.64
259.65 ± 13.16
256.2 ± 25.44
262.66 ± 43.73
268.58 ± 19.58
257.7 ± 22.4
263.48 ± 22.91
248.09 ± 13.97
266.48 ± 18.27
253.25 ± 14.24
260.03 ± 22.27
252.65 ± 11.57
265.95 ± 17.48
245.77 ± 13.03
257.93 ± 19.08
251.73 ± 18.64
I_350_10_10
552.67 ± 40.54
582.48 ± 44.08
554.03 ± 43.51
550.7 ± 43.29
543.08 ± 46.18
542.95 ± 30.26
558.52 ± 44.9
574.71 ± 42.59
567.17 ± 56.64
541.25 ± 38.36
538.96 ± 48.52
565.2 ± 42.48
569.68 ± 38.96
545.12 ± 27.97
544.71 ± 34.46
563.42 ± 69.67
566.19 ± 41.16
529.73 ± 29.62
560.79 ± 43.58
590.51 ± 53.32
561.3 ± 30.45
I_350_10_20
257.12 ± 19.65
260.01 ± 18.81
260.05 ± 14.66
262.54 ± 20.19
266.11 ± 22.75
249.65 ± 15.09
262.19 ± 26.83
266.88 ± 28.2
259.88 ± 21.91
258.03 ± 19.94
250.48 ± 13.19
266.02 ± 20.15
262.12 ± 18.73
275.55 ± 38.46
267.49 ± 26.15
267.13 ± 19.46
262.17 ± 10.02
264.54 ± 17.65
255.41 ± 17.62
262.26 ± 21.1
276.67 ± 22.94
I_350_20_10
546.54 ± 68.59
565.59 ± 43.03
531.64 ± 37.81
536.91 ± 40.83
549.7 ± 45.86
552.28 ± 37.25
533.5 ± 40.75
577.14 ± 38.59
546.73 ± 37.61
531.99 ± 25.1
536.2 ± 43.9
532.48 ± 49.79
547.45 ± 34.97
562.95 ± 43.69
539.49 ± 32.86
546.3 ± 46.35
541.96 ± 42.17
531.27 ± 41.75
540.06 ± 37.96
536.34 ± 46.87
546.9 ± 48.37
I_350_20_20
297.56 ± 39.79
285.5 ± 18.54
290.93 ± 20.91
276.87 ± 20.19
292.17 ± 29.53
282.33 ± 23.09
288.46 ± 12.95
276.44 ± 19.38
267.72 ± 11.58
276.88 ± 11.09
281.82 ± 36.56
268.06 ± 13.65
267.04 ± 11.13
279.76 ± 25.01
301.88 ± 30.02
282.61 ± 17.11
279.44 ± 14.43
282.81 ± 24.74
280.65 ± 17.51
273.75 ± 16.9
279.93 ± 23.99
I_350_30_10
475.74 ± 34.86
462.18 ± 31.65
503.81 ± 56.05
478.49 ± 37.47
466.78 ± 28.24
492.56 ± 31.69
492.56 ± 43.41
478.26 ± 30.18
475.16 ± 28.46
470.67 ± 34.67
463.2 ± 23.81
485.06 ± 21.48
469.26 ± 22.24
482.73 ± 36.89
509.1 ± 46.43
486.59 ± 54.99
488.36 ± 46.67
479.5 ± 29.76
489.99 ± 39.37
480.79 ± 27.91
490.34 ± 39.81
I_350_30_20
294.69 ± 17.58
292.07 ± 20.91
275.74 ± 18.49
276.97 ± 17.52
301.18 ± 26.54
310.07 ± 27.85
290.79 ± 31.32
286.04 ± 23.45
276.82 ± 22.01
292.6 ± 32.32
274.14 ± 20.18
286.24 ± 17.21
290.29 ± 21.55
278.99 ± 31.4
294.64 ± 25.29
301.38 ± 50.19
279.58 ± 15.67
278.62 ± 21.56
291.24 ± 16.64
283.48 ± 23.1
279.87 ± 15.94
I_350_40_10
578.36 ± 50.06
582.06 ± 52.33
551.61 ± 53.22
544.26 ± 24.77
576.63 ± 57.34
574.07 ± 51.28
607.98 ± 47.69
581.94 ± 47.75
581.81 ± 49.36
556.33 ± 60.56
534.49 ± 28.84
577.9 ± 28.27
561.44 ± 37.8
547.66 ± 43.39
584.99 ± 53.45
578.23 ± 49.26
581.9 ± 71.68
573.39 ± 55.52
553.25 ± 47.11
562.93 ± 50.33
578.96 ± 43.35
I_350_40_20
247.6 ± 15.98
238.57 ± 12.58
241.8 ± 13.8
242.54 ± 6.59
243.29 ± 17.79
249.05 ± 27.89
235.16 ± 19.38
242.46 ± 16.04
240.8 ± 9.69
245.68 ± 15.39
247.13 ± 25.47
256.08 ± 27.87
244.17 ± 21.76
244.82 ± 15.41
257.26 ± 26.05
242.96 ± 20.92
247.65 ± 7.36
242.91 ± 16.95
235.38 ± 11.92
244.39 ± 21.08
248.0 ± 18.6
I_350_50_10
482.14 ± 23.42
501.03 ± 50.14
514.58 ± 44.02
498.32 ± 33.62
490.19 ± 27.72
516.32 ± 48.3
488.28 ± 27.84
498.45 ± 31.58
490.26 ± 36.36
539.74 ± 83.3
502.02 ± 46.16
489.15 ± 27.88
483.71 ± 33.06
509.43 ± 32.84
508.82 ± 30.58
515.62 ± 47.9
507.18 ± 42.49
507.63 ± 41.86
491.81 ± 30.44
508.65 ± 56.66
494.01 ± 30.64
I_350_50_20
282.51 ± 19.05
271.91 ± 19.28
254.67 ± 22.88
268.71 ± 31.94
258.13 ± 13.79
259.22 ± 21.02
262.95 ± 26.35
267.95 ± 20.06
263.24 ± 17.81
270.48 ± 11.84
264.22 ± 17.85
281.54 ± 19.38
267.01 ± 20.64
269.21 ± 21.5
262.29 ± 19.95
268.61 ± 16.5
274.25 ± 15.45
282.65 ± 32.02
289.74 ± 24.51
268.65 ± 23.23
266.84 ± 19.45
I_350_random_10
458.35 ± 22.38
501.99 ± 59.19
474.42 ± 37.7
509.94 ± 33.99
471.58 ± 30.26
489.31 ± 26.92
483.6 ± 36.25
467.49 ± 35.69
465.66 ± 28.81
463.52 ± 27.72
464.98 ± 30.66
475.99 ± 23.57
474.14 ± 33.59
455.48 ± 24.63
501.49 ± 49.02
478.91 ± 37.17
476.5 ± 29.73
494.38 ± 26.94
491.92 ± 57.74
484.75 ± 26.12
477.16 ± 22.03
I_350_random_20
252.74 ± 18.47
254.53 ± 18.01
246.97 ± 14.52
253.0 ± 16.42
251.05 ± 13.59
249.84 ± 21.01
251.33 ± 20.19
250.44 ± 13.04
256.4 ± 20.51
264.44 ± 26.74
254.56 ± 24.29
252.94 ± 10.55
257.67 ± 21.23
244.6 ± 19.22
247.26 ± 13.88
258.78 ± 11.81
251.84 ± 16.94
272.1 ± 25.39
244.67 ± 17.31
254.17 ± 12.4
262.0 ± 23.68
I_400_10_10
521.55 ± 41.77
524.19 ± 47.04
563.07 ± 75.61
525.09 ± 41.24
542.26 ± 43.0
534.7 ± 51.48
546.55 ± 30.2
550.85 ± 47.34
532.92 ± 40.24
546.91 ± 65.56
560.87 ± 53.3
548.63 ± 42.25
517.69 ± 29.36
533.81 ± 24.45
548.51 ± 34.07
543.71 ± 48.61
548.71 ± 58.69
550.21 ± 73.56
556.35 ± 37.04
537.01 ± 26.04
539.56 ± 35.97
I_400_10_20
286.65 ± 17.76
280.48 ± 18.34
273.94 ± 16.03
276.89 ± 16.77
289.18 ± 27.11
268.26 ± 16.82
268.04 ± 21.38
265.62 ± 18.98
276.59 ± 23.97
274.28 ± 26.0
274.47 ± 15.63
274.33 ± 16.54
272.98 ± 22.6
272.8 ± 18.3
274.97 ± 22.55
276.09 ± 23.18
266.33 ± 13.97
271.55 ± 17.83
276.96 ± 23.7
274.14 ± 21.93
263.89 ± 14.93
I_400_20_10
479.67 ± 26.2
473.25 ± 29.54
487.81 ± 28.44
485.5 ± 29.03
489.04 ± 22.37
484.3 ± 29.06
485.9 ± 58.3
476.86 ± 41.37
472.3 ± 33.76
489.96 ± 37.62
485.75 ± 25.47
481.02 ± 21.42
480.74 ± 24.48
490.51 ± 40.7
492.21 ± 25.68
493.69 ± 27.73
492.41 ± 30.42
473.52 ± 28.07
488.33 ± 44.93
492.66 ± 45.55
474.32 ± 26.91
I_400_20_20
270.28 ± 10.71
284.22 ± 27.62
268.9 ± 24.18
273.32 ± 10.43
288.93 ± 20.46
271.95 ± 10.82
280.99 ± 22.07
262.02 ± 17.84
273.54 ± 19.84
276.66 ± 18.42
283.49 ± 23.62
288.34 ± 31.73
288.15 ± 17.26
277.72 ± 21.68
288.96 ± 27.26
276.41 ± 28.64
279.35 ± 20.05
283.87 ± 16.86
272.04 ± 24.05
280.24 ± 25.92
274.46 ± 19.39
I_400_30_10
513.28 ± 42.52
554.4 ± 31.75
552.39 ± 65.2
535.09 ± 45.76
511.3 ± 14.82
519.58 ± 28.61
527.86 ± 34.31
502.13 ± 19.43
547.57 ± 45.45
535.94 ± 62.07
522.93 ± 38.24
539.24 ± 59.87
541.33 ± 48.93
533.78 ± 57.98
510.56 ± 26.08
550.45 ± 50.14
536.28 ± 76.45
537.94 ± 43.5
529.53 ± 55.65
546.53 ± 50.71
511.73 ± 24.71
I_400_30_20
277.35 ± 20.36
248.6 ± 13.27
244.56 ± 12.15
264.57 ± 16.1
252.29 ± 24.21
247.0 ± 15.59
253.6 ± 13.89
268.35 ± 35.4
261.47 ± 28.66
259.73 ± 31.2
256.37 ± 15.93
251.19 ± 13.02
264.17 ± 27.12
270.26 ± 17.06
262.63 ± 16.11
263.44 ± 18.46
261.39 ± 15.26
253.29 ± 22.16
256.42 ± 14.04
256.95 ± 14.2
289.75 ± 38.2
I_400_40_10
495.53 ± 40.35
507.91 ± 28.8
491.33 ± 24.45
501.32 ± 43.67
512.98 ± 40.0
499.31 ± 41.69
513.92 ± 45.83
487.2 ± 32.62
490.35 ± 34.75
499.35 ± 29.0
523.96 ± 40.49
501.17 ± 42.54
489.9 ± 29.42
507.5 ± 38.09
506.09 ± 33.99
508.91 ± 49.06
489.96 ± 20.9
498.01 ± 31.22
493.63 ± 31.88
492.02 ± 30.83
505.96 ± 39.93
I_400_40_20
270.17 ± 16.97
263.66 ± 25.5
268.91 ± 26.37
267.95 ± 18.83
267.04 ± 24.51
272.97 ± 26.83
274.09 ± 25.4
283.92 ± 28.09
261.87 ± 20.13
270.01 ± 17.07
253.11 ± 14.68
273.14 ± 28.19
261.56 ± 14.54
254.0 ± 17.7
279.52 ± 26.73
269.23 ± 17.86
275.63 ± 28.34
269.18 ± 30.2
273.72 ± 24.74
264.28 ± 19.89
264.33 ± 25.2
I_400_50_10
577.11 ± 55.18
537.17 ± 54.84
553.05 ± 46.44
543.49 ± 43.79
540.2 ± 41.25
550.03 ± 37.82
551.44 ± 32.85
567.91 ± 60.56
564.62 ± 64.05
564.57 ± 37.7
515.96 ± 49.46
543.27 ± 60.08
550.61 ± 56.51
566.15 ± 87.25
536.5 ± 36.43
540.58 ± 41.46
540.94 ± 50.13
557.26 ± 48.75
524.19 ± 41.34
530.41 ± 28.29
557.08 ± 67.53
I_400_50_20
271.86 ± 27.42
276.1 ± 24.12
273.34 ± 25.39
282.07 ± 21.62
273.95 ± 13.88
269.01 ± 30.27
270.71 ± 21.22
273.91 ± 19.41
297.12 ± 39.91
276.94 ± 24.08
271.7 ± 21.63
284.23 ± 33.86
278.01 ± 18.2
262.58 ± 20.07
265.56 ± 20.49
264.93 ± 20.66
263.33 ± 26.03
283.14 ± 22.6
276.49 ± 27.99
274.02 ± 29.57
269.37 ± 34.85
I_400_random_10
497.66 ± 33.89
489.54 ± 31.38
488.47 ± 36.08
486.15 ± 39.19
498.32 ± 39.97
512.47 ± 59.78
501.28 ± 34.23
494.61 ± 30.02
504.8 ± 45.46
493.5 ± 14.87
494.8 ± 36.3
517.53 ± 45.63
515.44 ± 22.17
487.9 ± 41.41
499.53 ± 31.15
487.4 ± 53.99
490.98 ± 25.66
485.87 ± 30.72
510.12 ± 40.47
516.61 ± 47.29
477.03 ± 20.52
I_400_random_20
249.7 ± 13.62
260.64 ± 19.96
268.93 ± 24.31
246.3 ± 9.72
257.4 ± 19.54
268.36 ± 24.66
247.34 ± 16.21
254.08 ± 24.21
253.8 ± 21.12
259.93 ± 35.32
249.51 ± 14.83
253.85 ± 24.62
253.0 ± 12.28
253.68 ± 16.84
250.74 ± 21.03
255.6 ± 18.64
267.91 ± 22.84
262.61 ± 29.01
249.84 ± 15.26
251.26 ± 12.93
258.8 ± 14.59
I_450_10_10
548.42 ± 20.7
539.61 ± 39.25
583.77 ± 73.52
537.51 ± 45.51
573.18 ± 56.3
530.94 ± 31.57
542.48 ± 32.66
565.3 ± 36.6
546.7 ± 31.5
544.21 ± 50.89
526.54 ± 23.99
539.28 ± 26.21
551.66 ± 43.75
542.22 ± 36.35
555.06 ± 47.1
527.97 ± 32.11
531.6 ± 33.88
545.69 ± 33.89
582.56 ± 59.52
544.4 ± 24.72
545.49 ± 30.93
I_450_10_20
259.53 ± 14.85
254.78 ± 9.59
256.68 ± 25.65
262.72 ± 24.09
263.22 ± 15.55
277.44 ± 14.31
264.44 ± 17.67
262.39 ± 26.59
261.92 ± 21.42
257.32 ± 10.5
254.91 ± 10.53
261.76 ± 22.76
281.69 ± 31.28
270.58 ± 16.15
275.11 ± 26.22
264.43 ± 15.73
271.15 ± 18.82
266.54 ± 16.62
264.4 ± 16.32
271.93 ± 14.7
264.39 ± 18.23
I_450_20_10
614.89 ± 31.21
609.71 ± 72.39
579.41 ± 28.46
631.19 ± 74.37
617.08 ± 68.54
625.11 ± 59.96
590.8 ± 50.89
609.91 ± 44.72
610.33 ± 58.91
613.57 ± 56.41
621.73 ± 34.21
615.24 ± 60.24
602.58 ± 38.63
606.39 ± 59.46
601.51 ± 69.95
604.64 ± 55.29
610.82 ± 36.34
590.14 ± 39.28
634.84 ± 102.66
606.43 ± 73.84
618.06 ± 57.65
I_450_20_20
270.79 ± 17.28
284.26 ± 22.32
294.37 ± 27.08
293.54 ± 33.77
289.01 ± 38.33
293.41 ± 26.15
291.85 ± 30.77
273.02 ± 21.11
273.72 ± 18.65
284.34 ± 17.5
278.0 ± 16.24
280.52 ± 21.33
272.41 ± 20.6
274.52 ± 23.29
295.56 ± 30.53
282.89 ± 26.15
279.0 ± 22.78
270.42 ± 19.44
289.06 ± 26.76
277.42 ± 18.02
286.42 ± 25.43
I_450_30_10
538.49 ± 39.68
570.66 ± 53.89
555.31 ± 42.3
553.26 ± 26.73
585.29 ± 42.17
560.26 ± 32.42
561.53 ± 51.21
561.02 ± 61.36
547.61 ± 47.45
539.14 ± 29.09
559.22 ± 83.38
571.45 ± 42.42
540.32 ± 30.56
558.51 ± 63.56
543.13 ± 34.11
564.09 ± 45.2
547.12 ± 52.71
570.8 ± 42.07
545.53 ± 44.62
535.98 ± 34.84
544.1 ± 45.91
I_450_30_20
278.46 ± 24.29
279.98 ± 27.87
283.3 ± 33.75
264.32 ± 19.09
267.79 ± 11.19
272.92 ± 15.67
262.94 ± 18.71
261.18 ± 22.93
271.66 ± 14.15
271.91 ± 18.95
269.82 ± 20.01
292.54 ± 25.87
272.68 ± 22.01
270.51 ± 22.28
267.41 ± 16.31
270.46 ± 28.38
257.94 ± 20.83
266.4 ± 20.1
269.46 ± 30.38
280.9 ± 16.71
281.32 ± 26.28
I_450_40_10
582.03 ± 37.12
612.12 ± 77.9
600.17 ± 47.51
612.32 ± 45.66
608.74 ± 59.29
584.63 ± 60.52
600.29 ± 50.57
635.0 ± 84.01
625.29 ± 55.03
599.62 ± 39.1
610.64 ± 51.73
621.2 ± 56.3
594.52 ± 36.14
578.83 ± 28.12
619.39 ± 63.84
599.82 ± 35.44
642.82 ± 59.87
639.47 ± 47.45
581.35 ± 46.64
585.82 ± 33.69
591.56 ± 32.06
I_450_40_20
286.11 ± 15.67
273.26 ± 19.07
282.13 ± 21.79
269.68 ± 9.56
281.14 ± 32.38
285.86 ± 24.0
280.26 ± 24.2
279.06 ± 30.12
282.63 ± 25.07
282.13 ± 17.65
276.29 ± 26.07
275.33 ± 26.7
272.65 ± 21.35
280.02 ± 13.97
268.6 ± 20.01
276.05 ± 12.46
284.75 ± 17.19
275.76 ± 6.67
269.14 ± 16.61
269.31 ± 11.23
278.92 ± 26.25
I_450_50_10
338.43 ± 51.23
317.0 ± 31.21
330.99 ± 24.0
588.25 ± 27.4
623.49 ± 42.61
614.43 ± 78.56
612.92 ± 40.17
615.06 ± 63.13
607.58 ± 31.76
586.46 ± 34.57
589.77 ± 30.89
625.98 ± 49.22
633.7 ± 107.51
619.47 ± 47.6
623.29 ± 38.66
626.55 ± 54.01
615.52 ± 53.89
600.51 ± 32.96
616.52 ± 56.87
602.52 ± 38.61
603.16 ± 34.18
I_450_50_20
275.09 ± 16.65
260.46 ± 20.94
265.61 ± 6.94
256.48 ± 17.77
272.39 ± 18.48
270.66 ± 19.6
271.34 ± 21.78
275.33 ± 34.59
271.2 ± 13.63
266.88 ± 17.79
270.5 ± 20.23
275.7 ± 25.89
265.33 ± 14.71
264.84 ± 24.46
273.86 ± 29.34
275.12 ± 16.19
272.94 ± 32.29
270.59 ± 19.39
258.94 ± 14.77
293.82 ± 27.43
269.14 ± 24.74
I_450_random_10
587.11 ± 33.63
591.82 ± 43.25
593.59 ± 53.51
593.26 ± 42.9
619.47 ± 60.01
588.45 ± 41.64
588.21 ± 50.86
596.94 ± 44.7
599.48 ± 32.53
593.29 ± 45.03
569.44 ± 30.11
591.24 ± 51.38
561.54 ± 38.38
595.53 ± 41.1
608.3 ± 78.67
581.04 ± 31.45
571.48 ± 57.96
571.35 ± 38.98
610.75 ± 77.98
600.15 ± 67.28
580.97 ± 74.73
I_450_random_20
295.54 ± 27.78
290.56 ± 19.22
287.67 ± 25.04
276.79 ± 11.78
289.94 ± 19.89
288.04 ± 23.29
289.19 ± 9.78
290.6 ± 21.19
289.1 ± 29.8
281.8 ± 17.97
284.54 ± 30.69
287.45 ± 20.82
289.91 ± 19.56
293.9 ± 13.27
290.82 ± 18.35
325.38 ± 47.73
281.17 ± 13.29
278.37 ± 20.17
296.48 ± 37.31
295.22 ± 34.76
277.96 ± 21.6
I_500_10_10
598.12 ± 51.97
622.95 ± 78.68
616.83 ± 79.24
619.37 ± 54.99
614.78 ± 60.01
592.99 ± 40.7
593.48 ± 52.21
586.55 ± 58.87
597.22 ± 46.24
610.79 ± 72.64
615.3 ± 30.58
621.2 ± 79.55
631.03 ± 77.57
573.04 ± 21.91
574.34 ± 36.37
600.52 ± 36.73
622.57 ± 63.9
616.16 ± 33.16
580.35 ± 44.2
604.6 ± 60.23
590.68 ± 55.32
I_500_10_20
285.66 ± 29.58
290.46 ± 19.88
282.3 ± 26.29
281.8 ± 17.92
290.87 ± 26.97
294.81 ± 24.69
277.8 ± 9.98
277.08 ± 17.14
266.56 ± 8.81
282.02 ± 20.57
287.54 ± 19.59
286.7 ± 36.04
280.22 ± 13.76
284.78 ± 24.98
282.14 ± 17.94
277.75 ± 15.83
281.73 ± 31.55
288.68 ± 20.36
287.52 ± 19.01
291.17 ± 44.28
274.43 ± 21.62
I_500_20_10
615.02 ± 61.83
588.32 ± 47.07
591.41 ± 38.65
582.89 ± 30.14
649.3 ± 79.25
601.33 ± 59.14
563.81 ± 27.72
591.96 ± 58.36
572.99 ± 40.49
615.01 ± 61.76
634.6 ± 102.27
594.06 ± 36.37
627.43 ± 49.31
593.07 ± 29.76
591.29 ± 35.64
602.73 ± 29.51
602.46 ± 35.73
636.64 ± 80.09
600.27 ± 37.48
601.97 ± 52.17
598.33 ± 47.85
I_500_20_20
272.96 ± 28.1
259.85 ± 9.45
266.11 ± 20.74
273.31 ± 21.74
269.25 ± 23.41
278.32 ± 23.15
264.86 ± 15.06
274.31 ± 24.96
269.82 ± 16.36
274.45 ± 18.88
258.57 ± 12.94
271.39 ± 19.45
266.4 ± 19.49
259.25 ± 16.66
271.58 ± 12.51
268.56 ± 13.75
272.9 ± 21.31
275.39 ± 23.03
283.34 ± 26.99
278.49 ± 20.27
264.19 ± 18.07
I_500_30_10
566.61 ± 44.2
594.84 ± 46.23
571.43 ± 36.98
594.39 ± 40.39
603.26 ± 45.41
605.22 ± 52.64
615.81 ± 70.12
598.66 ± 74.17
601.14 ± 39.26
584.69 ± 59.93
574.57 ± 38.78
581.77 ± 34.15
580.26 ± 55.4
607.74 ± 61.42
618.46 ± 90.37
578.76 ± 34.85
616.25 ± 74.74
590.95 ± 43.81
589.2 ± 59.71
597.69 ± 77.14
626.16 ± 60.96
I_500_30_20
281.43 ± 21.67
270.89 ± 12.94
282.14 ± 20.56
284.12 ± 20.57
293.14 ± 21.76
281.8 ± 20.39
301.82 ± 28.67
295.72 ± 19.31
296.33 ± 23.3
277.71 ± 9.74
291.15 ± 18.12
278.1 ± 17.86
281.37 ± 23.73
283.37 ± 13.41
286.96 ± 18.83
295.87 ± 32.27
284.34 ± 28.02
298.48 ± 29.1
277.91 ± 26.18
284.45 ± 21.54
280.57 ± 13.77
I_500_40_10
553.15 ± 27.45
544.69 ± 52.63
548.04 ± 31.3
553.51 ± 65.69
540.23 ± 41.83
532.48 ± 27.55
557.37 ± 37.8
565.09 ± 40.4
534.2 ± 29.76
582.29 ± 74.84
558.92 ± 18.7
559.24 ± 24.7
554.04 ± 37.21
546.35 ± 31.78
566.55 ± 58.47
536.42 ± 27.87
556.51 ± 48.06
552.91 ± 32.57
551.66 ± 41.17
553.49 ± 46.22
564.83 ± 50.32
I_500_40_20
277.26 ± 22.36
286.27 ± 24.05
287.74 ± 19.4
280.91 ± 18.32
272.63 ± 12.03
272.17 ± 10.46
292.79 ± 21.28
290.32 ± 16.65
303.9 ± 34.9
308.76 ± 33.56
294.86 ± 21.83
303.17 ± 51.55
279.46 ± 22.48
286.48 ± 26.82
283.31 ± 24.39
287.68 ± 21.07
283.88 ± 21.01
294.35 ± 34.19
282.8 ± 31.19
304.7 ± 24.9
283.36 ± 23.94
I_500_50_10
604.8 ± 41.03
576.46 ± 35.07
613.99 ± 51.82
586.74 ± 30.66
586.76 ± 35.46
629.75 ± 87.06
606.06 ± 55.14
572.79 ± 41.7
582.84 ± 35.98
588.15 ± 40.77
595.95 ± 50.23
605.98 ± 30.0
563.91 ± 47.22
584.83 ± 47.68
605.89 ± 52.2
586.89 ± 47.53
584.39 ± 35.41
561.36 ± 40.85
562.25 ± 22.98
614.5 ± 82.34
627.49 ± 77.48
I_500_50_20
268.39 ± 12.2
265.56 ± 17.13
257.65 ± 17.58
272.83 ± 23.26
260.83 ± 12.0
272.81 ± 19.06
275.91 ± 21.32
256.08 ± 26.32
257.65 ± 17.1
263.73 ± 14.68
250.53 ± 12.33
261.53 ± 18.88
265.62 ± 24.78
267.87 ± 22.0
274.16 ± 24.99
262.7 ± 16.62
259.04 ± 26.85
261.23 ± 15.64
267.22 ± 21.76
263.55 ± 16.18
256.1 ± 16.55
I_500_random_10
307.82 ± 50.19
320.71 ± 54.79
292.28 ± 37.64
338.07 ± 66.88
332.72 ± 45.82
321.99 ± 55.03
336.97 ± 50.37
320.08 ± 30.79
361.14 ± 53.44
333.5 ± 48.78
317.89 ± 34.69
354.08 ± 54.72
324.05 ± 57.38
342.91 ± 58.61
313.61 ± 57.19
361.38 ± 56.3
313.99 ± 57.74
337.93 ± 62.36
316.93 ± 34.05
325.45 ± 60.81
317.76 ± 64.06
I_500_random_20
291.28 ± 29.3
314.31 ± 25.6
290.75 ± 34.69
283.25 ± 16.89
283.93 ± 24.26
295.71 ± 26.08
288.32 ± 22.81
277.05 ± 17.29
283.06 ± 20.64
296.3 ± 21.08
289.27 ± 25.95
294.82 ± 39.42
287.49 ± 23.74
280.06 ± 13.38
286.35 ± 33.37
287.24 ± 22.67
286.87 ± 18.38
289.03 ± 22.34
285.96 ± 18.25
296.14 ± 22.44
278.3 ± 14.04
Random Search Reduction Results for the Synthetical Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_50_10_10
0.0
0.38
1.84
2.16
1.89
2.7
4.53
5.01
4.35
6.2
4.88
6.08
6.61
6.77
5.85
7.22
4.69
5.66
5.18
6.25
6.52
I_50_10_20
0.0
1.6
3.37
1.82
0.39
0.5
2.07
3.35
2.38
1.62
4.09
3.14
0.57
0.51
2.1
2.14
4.76
2.55
4.52
3.38
1.21
I_50_20_10
0.0
0.67
1.85
3.38
4.48
6.02
6.85
7.66
9.28
9.85
10.5
10.18
10.96
11.11
10.42
11.22
10.67
9.31
11.03
9.69
10.06
I_50_20_20
0.0
1.0
0.83
2.62
1.54
3.79
0.68
2.46
1.56
0.06
0.79
3.4
1.19
2.02
0.72
3.51
0.84
0.54
0.01
3.48
1.16
I_50_30_10
0.0
0.41
2.53
5.89
5.87
8.74
11.6
11.6
12.18
14.11
14.3
13.45
14.74
14.33
14.86
15.65
14.02
13.16
14.55
14.83
14.21
I_50_30_20
0.0
0.99
0.88
2.52
0.61
5.72
2.21
3.18
1.98
4.56
3.57
3.83
2.95
5.12
2.07
3.87
3.19
3.35
3.23
2.65
2.83
I_50_40_10
0.0
0.99
5.47
6.55
9.4
11.53
12.86
15.41
16.02
16.49
16.92
17.17
17.64
17.31
17.3
17.56
17.47
16.4
18.34
17.91
17.07
I_50_40_20
0.0
4.04
2.13
5.58
2.89
5.79
5.01
2.78
2.04
3.82
4.04
1.95
5.49
6.37
5.97
0.65
5.06
6.68
3.17
6.87
2.91
I_50_50_10
0.0
2.82
7.49
10.19
14.1
16.61
19.09
20.35
22.23
21.92
21.85
22.93
23.21
22.93
22.97
23.0
23.58
23.89
22.69
22.94
22.53
I_50_50_20
0.0
2.14
1.11
2.33
2.34
3.78
1.17
1.52
0.01
0.14
0.71
2.18
1.11
1.82
1.29
1.31
2.72
1.36
0.68
1.13
3.29
I_50_random_10
0.0
2.51
6.11
6.94
8.39
10.02
9.42
10.81
11.16
12.37
11.77
11.93
13.13
12.44
12.63
13.1
12.5
12.47
12.22
12.23
11.8
I_50_random_20
0.0
4.76
2.82
0.74
1.54
0.68
1.78
1.13
1.03
2.57
0.93
1.42
4.0
0.45
1.08
1.05
0.1
0.03
1.85
0.2
0.98
I_100_10_10
0.0
6.57
6.13
4.62
3.56
2.54
2.8
3.38
3.71
1.22
2.52
1.5
4.29
3.38
6.55
3.7
2.96
4.24
1.28
2.98
1.87
I_100_10_20
0.0
1.01
8.0
6.4
2.06
1.35
1.16
2.38
3.09
1.96
3.15
1.59
0.33
0.49
4.19
0.27
1.26
5.55
4.78
0.4
1.27
I_100_20_10
0.0
1.89
3.46
4.07
3.87
7.73
4.12
4.02
5.55
7.06
2.42
6.68
3.93
6.79
6.76
6.78
3.94
8.48
4.69
3.95
6.61
I_100_20_20
0.0
3.67
0.6
0.42
2.26
0.45
0.35
4.09
1.16
7.99
0.46
1.36
1.96
1.57
3.16
4.81
1.45
5.54
2.79
1.84
1.17
I_100_30_10
0.0
6.87
5.78
3.56
6.29
5.57
8.93
10.93
11.17
11.0
12.99
13.05
11.68
13.66
12.21
12.79
12.81
12.68
12.31
12.55
12.08
I_100_30_20
0.0
3.61
7.82
8.36
4.59
5.56
1.53
4.74
8.97
3.0
4.18
0.75
7.21
9.47
3.73
5.75
7.32
2.25
3.6
1.82
0.28
I_100_40_10
0.0
5.07
1.46
13.03
11.45
13.27
6.99
8.08
8.14
4.57
9.9
6.12
13.33
5.04
4.32
12.98
3.1
10.83
4.72
13.03
7.48
I_100_40_20
0.0
2.97
7.17
7.53
7.58
9.23
3.84
1.18
3.61
6.7
5.3
0.05
3.53
9.62
3.9
9.23
6.25
5.21
2.8
4.77
6.51
I_100_50_10
0.0
5.23
7.71
12.26
15.08
18.12
19.86
21.66
22.52
21.9
23.88
23.54
22.7
24.27
23.31
23.23
23.49
24.04
23.71
21.94
24.11
I_100_50_20
0.0
1.78
0.52
0.41
1.93
1.07
2.0
0.04
3.65
3.26
1.76
0.54
0.27
3.65
3.29
0.89
1.35
4.39
0.6
2.31
1.54
I_100_random_10
0.0
9.26
6.82
6.24
11.13
8.99
8.1
8.68
5.61
11.6
5.24
7.57
10.08
7.34
4.49
1.54
5.51
7.53
4.79
8.1
10.06
I_100_random_20
0.0
2.19
3.44
2.44
4.19
1.04
4.62
3.64
1.46
0.2
1.26
2.04
1.69
2.6
1.53
1.65
3.44
4.01
2.7
1.9
0.24
I_150_10_10
0.0
6.55
4.5
2.08
2.27
6.79
1.99
2.82
4.07
6.18
1.87
1.13
7.01
4.58
1.48
6.8
1.75
3.13
2.38
3.87
7.62
I_150_10_20
0.0
0.77
0.57
2.41
1.04
1.15
3.79
1.78
0.88
2.06
2.94
1.42
5.51
1.33
3.42
0.01
2.15
2.26
0.96
0.03
1.22
I_150_20_10
0.0
6.42
5.45
4.64
5.11
1.67
4.1
4.27
5.56
5.77
4.3
5.17
4.91
6.31
2.18
6.86
8.83
4.97
5.12
4.43
1.65
I_150_20_20
0.0
3.67
4.24
1.9
2.8
1.62
8.25
5.79
2.44
1.63
5.66
0.01
1.41
2.38
1.36
6.55
3.15
0.21
3.15
2.96
0.8
I_150_30_10
0.0
3.09
1.62
1.27
3.57
1.44
1.29
2.78
1.72
0.83
1.86
2.34
1.39
3.77
3.49
0.54
2.29
4.18
3.86
1.06
2.08
I_150_30_20
0.0
1.55
2.38
6.29
8.42
5.33
1.23
3.67
3.07
3.18
4.79
3.35
1.61
2.68
9.32
6.43
7.74
9.86
1.26
2.94
1.91
I_150_40_10
0.0
2.58
0.29
0.6
4.97
2.43
2.35
0.36
1.86
2.43
2.22
3.44
1.79
3.03
5.0
4.93
0.89
1.65
2.71
5.98
0.86
I_150_40_20
0.0
2.32
1.09
3.22
0.67
1.63
2.69
1.69
3.78
0.23
7.24
2.05
2.0
2.74
2.41
1.92
2.4
0.8
1.84
1.1
1.92
I_150_50_10
0.0
1.43
0.57
1.37
0.36
3.71
0.57
1.94
3.37
3.91
3.36
4.55
5.59
2.01
4.54
5.28
3.51
6.78
3.07
4.28
3.08
I_150_50_20
0.0
1.99
5.56
0.65
3.02
1.59
1.36
6.37
3.39
4.18
1.06
0.13
4.12
2.39
2.51
1.51
2.98
0.21
5.16
2.06
1.31
I_150_random_10
0.0
6.41
3.18
4.3
2.83
5.22
3.66
4.77
5.24
4.91
3.36
3.56
6.05
7.12
6.48
2.74
2.8
5.44
3.58
4.79
2.9
I_150_random_20
0.0
3.56
0.05
3.47
3.99
5.36
4.62
3.93
3.14
10.99
2.41
7.17
2.61
5.43
7.11
3.36
0.06
7.42
7.1
3.8
4.83
I_200_10_10
0.0
0.75
0.24
0.38
1.39
3.85
2.27
0.74
4.36
0.35
0.09
1.81
3.01
2.3
1.78
0.01
3.19
0.56
1.28
0.18
1.01
I_200_10_20
0.0
6.15
1.17
3.23
1.49
1.09
1.32
6.62
1.75
2.51
1.42
1.79
2.63
1.91
0.94
2.08
1.48
0.07
0.24
0.65
2.28
I_200_20_10
0.0
6.63
4.16
4.95
5.47
3.33
7.46
2.71
3.42
4.36
5.74
2.95
5.22
5.48
6.97
3.21
0.34
4.1
3.16
3.75
5.37
I_200_20_20
0.0
1.64
4.99
5.55
4.78
0.43
2.74
2.04
2.28
6.96
4.43
4.83
0.13
4.68
10.75
4.52
1.86
2.89
2.33
0.34
4.49
I_200_30_10
0.0
6.62
2.14
4.68
4.11
0.03
7.77
3.13
1.71
3.04
0.78
2.83
1.41
1.45
4.66
3.63
3.73
7.3
1.06
3.58
2.46
I_200_30_20
0.0
2.06
5.28
0.91
1.53
3.1
1.85
4.99
4.81
4.28
5.37
10.15
6.0
3.51
4.55
2.56
5.84
2.32
7.62
6.09
6.2
I_200_40_10
0.0
5.25
10.15
0.12
1.43
0.55
4.75
7.61
1.12
1.55
0.87
0.8
3.85
3.54
1.53
2.75
1.63
3.22
6.33
1.77
1.17
I_200_40_20
0.0
5.6
1.96
8.02
4.31
0.47
9.83
6.42
5.15
4.71
4.26
1.18
5.94
0.87
2.19
5.47
2.28
2.03
10.62
0.06
1.77
I_200_50_10
0.0
4.1
0.93
5.39
0.96
0.42
2.55
4.78
6.15
4.74
3.96
4.73
3.39
2.86
0.28
0.02
0.4
1.31
1.89
3.44
0.51
I_200_50_20
0.0
1.19
3.12
1.36
1.37
4.34
4.21
6.46
1.13
3.37
1.33
1.14
0.07
0.82
2.01
1.31
1.18
1.57
2.25
0.22
1.63
I_200_random_10
0.0
0.14
1.98
1.86
1.5
3.44
0.75
0.14
0.32
1.52
1.4
0.32
0.92
2.03
2.43
1.22
0.21
1.12
1.84
1.88
6.48
I_200_random_20
0.0
1.67
1.59
0.95
3.92
1.6
2.23
2.5
3.81
2.02
3.03
0.67
6.28
1.18
4.04
1.01
2.89
0.71
4.4
2.97
0.55
I_250_10_10
0.0
2.26
0.58
0.87
1.85
3.27
2.29
0.79
0.09
5.33
1.47
0.08
3.79
1.58
3.88
0.18
2.32
1.61
0.34
1.99
0.74
I_250_10_20
0.0
1.0
0.24
8.56
4.2
0.14
0.11
3.17
2.85
1.32
2.72
0.69
3.83
5.11
0.68
6.17
6.4
4.07
4.34
4.61
4.88
I_250_20_10
0.0
4.74
8.12
6.57
4.96
6.72
5.69
3.49
6.06
3.99
0.42
8.59
1.01
2.86
3.88
0.77
5.42
4.64
1.96
5.56
5.22
I_250_20_20
0.0
1.99
1.45
0.78
0.2
0.35
4.57
3.08
1.15
2.6
3.65
0.53
1.33
1.9
3.37
1.79
2.29
5.25
2.81
3.92
0.67
I_250_30_10
0.0
3.14
2.72
4.07
0.33
0.6
1.65
3.95
1.22
2.96
4.66
0.15
1.14
0.77
2.84
1.02
2.76
1.6
1.08
1.59
0.22
I_250_30_20
0.0
2.91
1.38
0.73
3.12
6.26
0.42
4.74
5.76
0.2
2.07
1.59
4.08
1.71
2.64
3.13
1.41
2.88
1.81
1.07
3.42
I_250_40_10
0.0
0.56
0.18
0.36
0.74
3.52
1.06
1.04
0.6
3.87
7.11
1.6
0.31
4.1
5.0
2.7
3.48
4.74
0.06
4.39
0.81
I_250_40_20
0.0
2.09
2.98
1.11
2.57
1.55
0.51
1.74
2.84
1.8
2.29
5.38
1.37
1.81
1.54
5.58
3.28
3.26
3.88
1.47
2.14
I_250_50_10
0.0
3.74
1.29
2.41
0.29
1.98
2.25
2.18
6.74
0.52
4.28
0.4
2.47
1.78
2.75
1.82
1.92
4.48
2.61
2.01
1.25
I_250_50_20
0.0
0.05
0.27
3.55
3.6
0.46
0.43
4.24
4.71
4.68
1.91
1.52
3.64
0.6
7.62
5.75
4.08
4.7
4.02
3.86
1.59
I_250_random_10
0.0
12.71
10.23
9.97
10.83
7.09
12.79
2.86
12.2
9.94
5.25
9.65
4.75
13.71
14.17
2.8
7.97
11.86
7.49
14.66
2.34
I_250_random_20
0.0
4.36
2.25
5.94
4.7
6.52
2.84
0.81
3.79
0.56
0.09
3.5
2.27
5.51
2.56
1.99
2.83
1.34
1.8
1.95
4.66
I_300_10_10
0.0
2.86
5.55
5.8
2.13
8.44
3.13
1.94
0.27
3.94
1.1
5.38
0.81
1.56
1.85
5.6
1.18
0.19
3.87
1.29
5.11
I_300_10_20
0.0
3.03
0.52
0.25
1.88
1.17
2.88
3.06
3.19
5.07
6.04
2.9
4.53
5.69
3.33
5.49
2.6
2.71
2.36
2.25
2.46
I_300_20_10
0.0
1.45
4.39
3.47
1.59
5.01
1.68
1.71
0.88
2.28
1.32
3.26
0.25
1.72
1.66
5.49
1.51
0.51
0.2
0.34
2.34
I_300_20_20
0.0
10.97
0.65
5.32
2.44
4.64
2.3
0.97
2.69
2.52
2.44
0.4
2.39
0.58
3.25
4.79
1.84
2.87
4.89
1.32
5.03
I_300_30_10
0.0
0.35
1.26
3.74
1.17
1.02
2.64
0.31
3.86
4.42
2.23
2.2
0.16
0.85
2.99
0.85
0.09
1.36
0.65
5.8
2.8
I_300_30_20
0.0
1.91
5.33
1.5
0.65
4.38
4.39
3.37
1.28
2.57
3.92
0.32
0.01
3.77
3.12
5.43
2.27
2.38
6.38
4.6
5.98
I_300_40_10
0.0
5.66
4.71
0.88
3.54
0.43
0.53
4.16
2.29
0.53
4.54
0.2
2.59
2.79
0.85
1.61
1.74
1.53
0.08
0.41
1.63
I_300_40_20
0.0
3.91
8.54
1.93
6.14
0.82
2.31
3.41
0.05
0.42
0.12
1.47
0.82
3.3
0.89
0.52
1.59
2.08
8.13
5.31
1.94
I_300_50_10
0.0
2.51
3.53
0.3
1.67
2.99
1.77
5.58
3.25
1.94
3.59
2.41
0.21
0.89
4.29
0.89
0.04
0.66
0.98
1.12
0.55
I_300_50_20
0.0
2.99
2.44
1.61
2.28
4.67
4.98
5.5
0.24
4.44
0.6
3.73
3.92
1.34
1.43
1.13
1.08
3.14
2.35
2.37
1.84
I_300_random_10
0.0
12.94
14.33
12.92
6.52
5.93
15.03
3.14
13.67
6.83
16.06
3.6
5.64
8.92
10.18
8.84
9.76
10.79
14.85
5.5
7.17
I_300_random_20
0.0
4.73
1.93
5.32
1.52
2.04
1.4
2.71
0.25
1.99
2.14
0.06
5.79
1.2
3.83
1.25
4.06
0.99
6.67
2.05
4.41
I_350_10_10
0.0
5.39
0.25
0.36
1.74
1.76
1.06
3.99
2.62
2.07
2.48
2.27
3.08
1.37
1.44
1.95
2.45
4.15
1.47
6.85
1.56
I_350_10_20
0.0
1.12
1.14
2.11
3.5
2.91
1.97
3.8
1.07
0.35
2.58
3.46
1.94
7.17
4.03
3.89
1.96
2.89
0.67
2.0
7.6
I_350_20_10
0.0
3.49
2.73
1.76
0.58
1.05
2.39
5.6
0.03
2.66
1.89
2.57
0.17
3.0
1.29
0.04
0.84
2.79
1.19
1.87
0.07
I_350_20_20
0.0
4.05
2.23
6.95
1.81
5.12
3.06
7.1
10.03
6.95
5.29
9.91
10.26
5.98
1.45
5.02
6.09
4.96
5.68
8.0
5.92
I_350_30_10
0.0
2.85
5.9
0.58
1.88
3.54
3.54
0.53
0.12
1.07
2.64
1.96
1.36
1.47
7.01
2.28
2.65
0.79
3.0
1.06
3.07
I_350_30_20
0.0
0.89
6.43
6.01
2.2
5.22
1.32
2.94
6.06
0.71
6.97
2.87
1.49
5.33
0.02
2.27
5.13
5.45
1.17
3.8
5.03
I_350_40_10
0.0
0.64
4.63
5.9
0.3
0.74
5.12
0.62
0.6
3.81
7.59
0.08
2.93
5.31
1.15
0.02
0.61
0.86
4.34
2.67
0.1
I_350_40_20
0.0
3.65
2.34
2.04
1.74
0.59
5.02
2.08
2.75
0.78
0.19
3.42
1.39
1.12
3.9
1.87
0.02
1.89
4.94
1.3
0.16
I_350_50_10
0.0
3.92
6.73
3.36
1.67
7.09
1.27
3.38
1.68
11.95
4.12
1.45
0.33
5.66
5.53
6.94
5.19
5.29
2.01
5.5
2.46
I_350_50_20
0.0
3.75
9.85
4.88
8.63
8.24
6.92
5.15
6.82
4.26
6.47
0.34
5.49
4.71
7.16
4.92
2.92
0.05
2.56
4.91
5.55
I_350_random_10
0.0
9.52
3.51
11.26
2.89
6.75
5.51
1.99
1.59
1.13
1.45
3.85
3.44
0.63
9.41
4.49
3.96
7.86
7.32
5.76
4.1
I_350_random_20
0.0
0.71
2.28
0.1
0.67
1.15
0.56
0.91
1.45
4.63
0.72
0.08
1.95
3.22
2.17
2.39
0.36
7.66
3.19
0.57
3.66
I_400_10_10
0.0
0.51
7.96
0.68
3.97
2.52
4.79
5.62
2.18
4.86
7.54
5.19
0.74
2.35
5.17
4.25
5.21
5.5
6.67
2.96
3.45
I_400_10_20
0.0
2.15
4.43
3.4
0.88
6.42
6.49
7.34
3.51
4.32
4.25
4.3
4.77
4.83
4.07
3.68
7.09
5.27
3.38
4.36
7.94
I_400_20_10
0.0
1.34
1.7
1.22
1.95
0.97
1.3
0.59
1.54
2.15
1.27
0.28
0.22
2.26
2.61
2.92
2.66
1.28
1.81
2.71
1.12
I_400_20_20
0.0
5.16
0.51
1.12
6.9
0.62
3.96
3.06
1.21
2.36
4.89
6.68
6.61
2.75
6.91
2.27
3.36
5.03
0.65
3.69
1.55
I_400_30_10
0.0
8.01
7.62
4.25
0.39
1.23
2.84
2.17
6.68
4.41
1.88
5.06
5.46
3.99
0.53
7.24
4.48
4.8
3.17
6.48
0.3
I_400_30_20
0.0
10.37
11.82
4.61
9.04
10.94
8.56
3.24
5.73
6.35
7.56
9.43
4.75
2.56
5.31
5.02
5.75
8.67
7.55
7.36
4.47
I_400_40_10
0.0
2.5
0.85
1.17
3.52
0.76
3.71
1.68
1.05
0.77
5.74
1.14
1.14
2.42
2.13
2.7
1.12
0.5
0.38
0.71
2.1
I_400_40_20
0.0
2.41
0.47
0.82
1.16
1.04
1.45
5.09
3.07
0.06
6.31
1.1
3.19
5.99
3.46
0.35
2.02
0.37
1.31
2.18
2.16
I_400_50_10
0.0
6.92
4.17
5.83
6.4
4.69
4.45
1.59
2.16
2.17
10.6
5.86
4.59
1.9
7.04
6.33
6.27
3.44
9.17
8.09
3.47
I_400_50_20
0.0
1.56
0.54
3.76
0.77
1.05
0.42
0.75
9.29
1.87
0.06
4.55
2.26
3.41
2.32
2.55
3.14
4.15
1.7
0.79
0.92
I_400_random_10
0.0
1.63
1.85
2.31
0.13
2.98
0.73
0.61
1.43
0.84
0.57
3.99
3.57
1.96
0.38
2.06
1.34
2.37
2.5
3.81
4.15
I_400_random_20
0.0
4.38
7.7
1.36
3.08
7.47
0.95
1.75
1.64
4.1
0.08
1.66
1.32
1.59
0.42
2.36
7.29
5.17
0.06
0.62
3.64
I_450_10_10
0.0
1.61
6.45
1.99
4.51
3.19
1.08
3.08
0.31
0.77
3.99
1.67
0.59
1.13
1.21
3.73
3.07
0.5
6.23
0.73
0.53
I_450_10_20
0.0
1.83
1.1
1.23
1.42
6.9
1.89
1.1
0.92
0.85
1.78
0.86
8.54
4.26
6.0
1.89
4.48
2.7
1.88
4.78
1.87
I_450_20_10
0.0
0.84
5.77
2.65
0.36
1.66
3.92
0.81
0.74
0.21
1.11
0.06
2.0
1.38
2.18
1.67
0.66
4.03
3.24
1.38
0.52
I_450_20_20
0.0
4.97
8.71
8.4
6.73
8.35
7.78
0.82
1.08
5.0
2.66
3.59
0.6
1.38
9.15
4.47
3.03
0.14
6.75
2.45
5.77
I_450_30_10
0.0
5.97
3.12
2.74
8.69
4.04
4.28
4.18
1.69
0.12
3.85
6.12
0.34
3.72
0.86
4.75
1.6
6.0
1.31
0.47
1.04
I_450_30_20
0.0
0.55
1.74
5.08
3.83
1.99
5.57
6.21
2.44
2.35
3.1
5.06
2.08
2.85
3.97
2.87
7.37
4.33
3.23
0.88
1.03
I_450_40_10
0.0
5.17
3.12
5.2
4.59
0.45
3.14
9.1
7.43
3.02
4.92
6.73
2.15
0.55
6.42
3.06
10.44
9.87
0.12
0.65
1.64
I_450_40_20
0.0
4.49
1.39
5.74
1.74
0.09
2.04
2.46
1.22
1.39
3.43
3.77
4.7
2.13
6.12
3.52
0.48
3.62
5.93
5.87
2.51
I_450_50_10
0.0
6.33
2.2
73.82
84.23
81.55
81.11
81.74
79.53
73.29
74.27
84.97
87.25
83.04
84.17
85.13
81.88
77.44
82.17
78.03
78.22
I_450_50_20
0.0
5.32
3.45
6.77
0.98
1.61
1.36
0.09
1.41
2.98
1.67
0.22
3.55
3.73
0.45
0.01
0.78
1.64
5.87
6.81
2.16
I_450_random_10
0.0
0.8
1.1
1.05
5.51
0.23
0.19
1.67
2.11
1.05
3.01
0.7
4.36
1.43
3.61
1.03
2.66
2.68
4.03
2.22
1.05
I_450_random_20
0.0
1.69
2.66
6.34
1.89
2.54
2.15
1.67
2.18
4.65
3.72
2.74
1.9
0.55
1.6
10.1
4.86
5.81
0.32
0.11
5.95
I_500_10_10
0.0
4.15
3.13
3.55
2.79
0.86
0.78
1.93
0.15
2.12
2.87
3.86
5.5
4.19
3.98
0.4
4.09
3.02
2.97
1.08
1.24
I_500_10_20
0.0
1.68
1.18
1.35
1.82
3.2
2.75
3.0
6.69
1.27
0.66
0.36
1.9
0.31
1.23
2.77
1.38
1.06
0.65
1.93
3.93
I_500_20_10
0.0
4.34
3.84
5.22
5.57
2.23
8.33
3.75
6.83
0.0
3.18
3.41
2.02
3.57
3.86
2.0
2.04
3.52
2.4
2.12
2.71
I_500_20_20
0.0
4.8
2.51
0.13
1.36
1.96
2.97
0.49
1.15
0.55
5.27
0.58
2.4
5.02
0.51
1.61
0.02
0.89
3.8
2.03
3.21
I_500_30_10
0.0
4.98
0.85
4.9
6.47
6.81
8.68
5.66
6.09
3.19
1.4
2.68
2.41
7.26
9.15
2.14
8.76
4.3
3.99
5.49
10.51
I_500_30_20
0.0
3.75
0.25
0.96
4.16
0.13
7.25
5.08
5.29
1.32
3.45
1.18
0.02
0.69
1.96
5.13
1.03
6.06
1.25
1.07
0.31
I_500_40_10
0.0
1.53
0.92
0.07
2.34
3.74
0.76
2.16
3.43
5.27
1.04
1.1
0.16
1.23
2.42
3.02
0.61
0.04
0.27
0.06
2.11
I_500_40_20
0.0
3.25
3.78
1.32
1.67
1.84
5.6
4.71
9.61
11.36
6.35
9.35
0.79
3.33
2.18
3.76
2.39
6.16
2.0
9.9
2.2
I_500_50_10
0.0
4.69
1.52
2.99
2.98
4.13
0.21
5.29
3.63
2.75
1.46
0.2
6.76
3.3
0.18
2.96
3.37
7.18
7.04
1.6
3.75
I_500_50_20
0.0
1.05
4.0
1.65
2.82
1.65
2.8
4.59
4.0
1.74
6.65
2.56
1.03
0.19
2.15
2.12
3.48
2.67
0.44
1.8
4.58
I_500_random_10
0.0
4.19
5.05
9.83
8.09
4.6
9.47
3.98
17.32
8.34
3.27
15.03
5.27
11.4
1.88
17.4
2.0
9.78
2.96
5.73
3.23
I_500_random_20
0.0
7.91
0.18
2.76
2.52
1.52
1.02
4.89
2.82
1.72
0.69
1.22
1.3
3.85
1.69
1.39
1.51
0.77
1.83
1.67
4.46
Genetic Algorithm Fitness Value Results for the Real-world Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_Re_E_20_10
121.67 ± 3.67
118.0 ± 2.45
117.75 ± 1.35
117.0 ± 1.87
117.0 ± 1.87
114.67 ± 3.58
116.25 ± 2.8
115.0 ± 3.54
112.92 ± 4.52
114.92 ± 3.68
114.08 ± 3.79
113.75 ± 3.75
114.17 ± 3.84
112.25 ± 3.94
114.33 ± 3.59
111.75 ± 3.17
112.33 ± 4.03
111.0 ± 3.2
112.75 ± 3.61
111.83 ± 3.47
111.67 ± 3.61
I_Re_E_20_20
120.5 ± 3.67
118.75 ± 3.4
115.75 ± 3.72
114.92 ± 4.0
113.17 ± 3.65
111.5 ± 3.57
110.42 ± 5.48
109.67 ± 2.39
110.17 ± 1.43
108.75 ± 3.4
105.75 ± 3.72
106.83 ± 4.37
106.42 ± 4.17
106.42 ± 3.69
106.42 ± 4.6
107.25 ± 4.1
107.75 ± 3.44
107.5 ± 3.54
106.83 ± 4.08
106.75 ± 3.72
106.17 ± 3.69
I_Re_E_20_30
121.0 ± 3.74
117.42 ± 1.99
115.17 ± 3.59
112.67 ± 4.18
109.75 ± 3.61
109.67 ± 3.64
108.0 ± 4.3
106.0 ± 4.64
103.5 ± 3.2
103.92 ± 3.07
101.75 ± 4.04
101.67 ± 2.98
100.5 ± 3.32
101.58 ± 2.99
101.0 ± 3.91
101.5 ± 4.36
100.75 ± 3.17
99.42 ± 4.12
101.0 ± 4.06
102.17 ± 3.64
101.75 ± 2.97
I_Re_E_20_40
121.25 ± 3.75
116.0 ± 3.0
112.17 ± 3.52
108.92 ± 2.56
107.5 ± 4.47
103.67 ± 3.97
103.25 ± 4.04
98.0 ± 6.0
97.75 ± 5.41
97.75 ± 3.61
98.75 ± 3.75
97.83 ± 5.91
94.58 ± 4.83
95.83 ± 4.3
94.67 ± 4.12
95.92 ± 5.18
95.42 ± 3.88
96.5 ± 3.0
95.5 ± 4.44
95.83 ± 4.15
95.75 ± 4.75
I_Re_E_20_50
120.0 ± 3.54
115.25 ± 3.44
111.0 ± 4.21
106.33 ± 3.64
104.92 ± 5.06
100.75 ± 3.72
98.42 ± 4.72
94.83 ± 5.28
93.25 ± 4.19
93.58 ± 4.77
93.25 ± 5.48
91.25 ± 4.22
92.08 ± 4.04
92.08 ± 4.19
90.75 ± 4.19
91.0 ± 5.02
91.67 ± 4.3
91.42 ± 5.11
90.75 ± 4.34
92.17 ± 4.07
92.42 ± 4.16
I_Re_E_20_random
122.17 ± 3.58
116.92 ± 2.71
114.92 ± 3.68
111.5 ± 4.06
109.42 ± 3.52
108.33 ± 4.89
108.25 ± 3.72
108.67 ± 4.07
107.42 ± 4.45
106.33 ± 3.8
105.67 ± 3.65
105.08 ± 3.62
105.0 ± 4.61
104.33 ± 3.98
105.67 ± 3.82
104.0 ± 4.5
105.75 ± 3.72
105.83 ± 3.78
105.33 ± 4.17
105.17 ± 3.7
105.42 ± 3.77
I_Re_E_50_10
276.33 ± 3.34
276.0 ± 2.86
273.33 ± 3.5
270.0 ± 3.98
268.83 ± 4.07
268.42 ± 2.85
265.5 ± 3.44
265.75 ± 3.6
264.0 ± 3.57
261.5 ± 3.39
261.08 ± 3.14
259.67 ± 2.94
259.92 ± 4.26
260.42 ± 2.96
257.67 ± 3.09
257.92 ± 2.74
259.42 ± 3.52
257.92 ± 3.3
258.75 ± 3.58
257.17 ± 3.91
257.83 ± 3.52
I_Re_E_50_20
276.5 ± 2.38
272.83 ± 3.34
268.25 ± 4.09
265.83 ± 3.89
262.5 ± 3.65
259.83 ± 3.29
256.33 ± 3.34
253.0 ± 3.19
249.83 ± 3.29
248.92 ± 4.31
244.33 ± 3.47
245.58 ± 3.75
242.83 ± 3.58
243.25 ± 4.04
243.67 ± 4.64
242.25 ± 3.89
243.08 ± 3.63
243.92 ± 3.52
244.25 ± 4.24
243.83 ± 3.34
241.17 ± 4.64
I_Re_E_50_30
277.5 ± 2.66
271.08 ± 3.46
265.17 ± 3.29
261.58 ± 3.9
253.0 ± 3.06
251.08 ± 3.91
246.33 ± 2.79
242.5 ± 3.98
235.67 ± 4.74
234.75 ± 3.89
232.0 ± 4.93
231.83 ± 3.82
231.0 ± 4.64
229.92 ± 4.59
230.08 ± 4.68
230.17 ± 3.47
229.92 ± 3.06
228.83 ± 3.91
229.42 ± 3.8
228.25 ± 4.19
229.33 ± 3.59
I_Re_E_50_40
277.0 ± 2.61
269.5 ± 2.45
260.92 ± 3.68
255.58 ± 3.8
248.0 ± 4.25
243.0 ± 4.1
237.25 ± 4.3
230.42 ± 3.36
224.0 ± 4.11
223.5 ± 2.71
221.33 ± 3.34
217.25 ± 3.12
218.25 ± 5.17
219.08 ± 3.95
219.42 ± 4.22
217.67 ± 5.2
217.92 ± 4.29
218.58 ± 3.63
219.0 ± 4.06
218.08 ± 3.69
218.08 ± 3.75
I_Re_E_50_50
276.83 ± 2.66
269.0 ± 2.78
258.5 ± 4.06
249.33 ± 4.74
241.75 ± 3.93
235.83 ± 3.56
227.17 ± 5.15
222.08 ± 4.52
212.75 ± 4.0
210.67 ± 4.61
209.75 ± 4.35
207.75 ± 4.93
206.83 ± 5.0
207.25 ± 3.5
208.08 ± 4.73
207.42 ± 4.59
207.17 ± 5.07
207.25 ± 4.2
206.92 ± 4.82
206.75 ± 3.54
207.25 ± 4.97
I_Re_E_50_random
277.0 ± 3.79
270.58 ± 3.14
260.25 ± 3.94
257.58 ± 3.74
251.67 ± 3.67
247.83 ± 4.82
243.58 ± 4.46
242.92 ± 5.0
241.17 ± 4.95
239.5 ± 5.79
239.83 ± 4.08
237.33 ± 4.56
238.08 ± 4.12
238.5 ± 4.59
238.17 ± 4.87
238.67 ± 5.07
239.42 ± 3.91
238.33 ± 5.53
237.42 ± 5.14
239.42 ± 4.69
238.25 ± 4.75
I_Re_E_100_10
470.83 ± 4.05
467.42 ± 3.74
464.67 ± 3.21
461.92 ± 3.01
459.33 ± 3.29
456.83 ± 4.03
454.17 ± 3.31
451.83 ± 3.98
449.58 ± 3.1
446.67 ± 3.78
444.5 ± 4.25
443.17 ± 3.98
440.92 ± 3.85
440.67 ± 3.41
440.25 ± 3.44
441.17 ± 3.91
440.17 ± 3.76
440.58 ± 4.99
440.5 ± 3.73
440.58 ± 3.86
441.25 ± 3.15
I_Re_E_100_20
471.58 ± 3.06
462.58 ± 2.78
458.75 ± 3.58
451.17 ± 3.69
448.83 ± 4.27
441.83 ± 4.33
436.25 ± 4.37
432.17 ± 3.46
428.17 ± 3.47
422.58 ± 3.45
416.42 ± 3.33
418.5 ± 3.2
416.25 ± 3.21
415.0 ± 3.76
413.83 ± 4.12
412.67 ± 3.02
413.58 ± 4.6
414.17 ± 3.84
414.25 ± 3.72
414.33 ± 3.09
414.42 ± 2.56
I_Re_E_100_30
471.08 ± 3.21
459.0 ± 4.64
451.25 ± 3.4
443.17 ± 4.13
434.42 ± 4.6
426.17 ± 4.55
420.25 ± 5.01
412.58 ± 5.14
405.17 ± 3.82
397.58 ± 5.3
395.5 ± 3.5
395.17 ± 4.28
392.0 ± 4.05
391.33 ± 5.11
391.67 ± 3.12
392.33 ± 4.13
391.58 ± 3.45
392.25 ± 3.89
392.25 ± 3.31
391.67 ± 4.76
391.17 ± 3.8
I_Re_E_100_40
471.0 ± 4.01
458.0 ± 3.19
444.33 ± 3.53
432.08 ± 3.93
422.5 ± 4.13
414.0 ± 3.96
403.67 ± 3.58
393.0 ± 5.18
383.5 ± 4.77
378.17 ± 4.96
376.25 ± 4.55
373.25 ± 5.33
372.17 ± 4.55
371.92 ± 4.12
373.75 ± 3.58
373.42 ± 4.16
371.5 ± 3.57
372.5 ± 3.76
371.92 ± 4.5
372.08 ± 3.54
372.83 ± 4.17
I_Re_E_100_50
472.67 ± 3.09
453.5 ± 3.85
437.58 ± 3.68
425.92 ± 3.26
412.25 ± 3.84
399.92 ± 5.14
387.58 ± 5.06
374.17 ± 4.15
364.17 ± 3.89
359.33 ± 5.47
360.08 ± 4.54
355.08 ± 4.21
355.0 ± 4.08
353.92 ± 4.07
355.0 ± 4.38
354.83 ± 4.37
355.42 ± 4.14
354.5 ± 5.18
356.42 ± 3.8
354.25 ± 3.49
355.08 ± 4.63
I_Re_E_100_random
471.17 ± 3.52
454.92 ± 3.74
444.42 ± 4.31
434.75 ± 4.53
428.92 ± 3.8
420.75 ± 4.57
417.17 ± 5.27
412.67 ± 3.87
409.17 ± 5.26
409.42 ± 4.27
407.33 ± 4.28
405.42 ± 4.19
405.83 ± 4.62
405.42 ± 3.71
405.42 ± 4.24
404.92 ± 4.81
404.42 ± 4.41
403.5 ± 5.23
403.75 ± 5.15
405.08 ± 4.26
404.42 ± 4.01
I_Re_E_150_10
657.58 ± 3.9
656.0 ± 4.73
648.17 ± 4.87
646.25 ± 4.86
643.08 ± 5.07
638.0 ± 4.3
636.0 ± 5.31
632.0 ± 5.86
626.17 ± 5.58
624.33 ± 4.33
619.83 ± 4.74
618.58 ± 4.31
616.08 ± 4.22
616.17 ± 3.08
616.0 ± 4.16
616.0 ± 4.98
616.08 ± 4.6
616.17 ± 4.86
615.17 ± 4.74
616.0 ± 4.59
616.5 ± 3.96
I_Re_E_150_20
658.83 ± 4.12
649.67 ± 3.64
640.25 ± 3.67
630.33 ± 6.01
624.58 ± 6.13
619.33 ± 4.47
611.42 ± 4.41
605.25 ± 5.14
598.0 ± 4.89
589.25 ± 6.33
583.25 ± 5.09
580.92 ± 4.16
578.83 ± 6.05
577.0 ± 3.79
576.17 ± 4.37
577.0 ± 5.3
576.75 ± 5.17
578.0 ± 5.82
576.92 ± 4.55
578.17 ± 4.56
578.17 ± 5.98
I_Re_E_150_30
657.58 ± 5.3
645.42 ± 4.61
629.17 ± 4.84
620.67 ± 4.74
610.08 ± 4.89
600.33 ± 5.27
587.33 ± 4.37
577.17 ± 5.11
563.75 ± 6.08
557.08 ± 5.25
551.75 ± 3.99
547.92 ± 5.7
546.67 ± 5.34
546.42 ± 5.73
544.58 ± 5.33
546.08 ± 5.03
546.58 ± 3.74
544.58 ± 5.29
546.25 ± 5.23
544.42 ± 4.77
543.75 ± 4.86
I_Re_E_150_40
658.67 ± 4.73
639.25 ± 5.17
622.17 ± 4.51
609.75 ± 4.93
592.17 ± 4.86
579.17 ± 5.6
562.83 ± 5.11
549.58 ± 4.48
533.67 ± 5.47
527.08 ± 5.29
523.08 ± 4.82
519.08 ± 3.56
516.08 ± 5.23
517.5 ± 6.26
517.67 ± 4.74
518.17 ± 4.61
519.75 ± 4.63
519.0 ± 4.36
518.0 ± 5.38
517.75 ± 5.79
517.17 ± 6.88
I_Re_E_150_50
659.25 ± 4.66
633.0 ± 5.14
611.33 ± 5.11
597.08 ± 4.52
577.92 ± 5.44
558.75 ± 6.28
539.75 ± 5.01
522.92 ± 5.13
504.25 ± 5.13
501.25 ± 4.12
494.67 ± 6.22
493.67 ± 6.38
492.58 ± 5.5
492.42 ± 5.86
491.67 ± 5.14
493.17 ± 6.22
492.83 ± 4.95
491.92 ± 7.27
493.0 ± 4.44
493.92 ± 5.43
492.75 ± 5.38
I_Re_E_150_random
660.75 ± 4.53
640.25 ± 4.8
622.42 ± 5.02
608.83 ± 4.9
596.58 ± 4.81
588.0 ± 5.26
579.42 ± 5.47
576.58 ± 6.24
572.67 ± 5.55
568.92 ± 5.9
566.17 ± 5.76
564.33 ± 7.19
564.0 ± 5.11
565.25 ± 4.71
563.83 ± 5.8
563.25 ± 5.56
565.17 ± 5.66
563.92 ± 6.48
563.33 ± 4.84
564.33 ± 4.52
563.75 ± 3.64
I_Re_E_200_10
851.25 ± 5.27
844.0 ± 5.27
838.08 ± 6.21
834.67 ± 6.7
829.17 ± 6.87
825.08 ± 5.97
819.33 ± 5.81
811.83 ± 5.2
810.75 ± 5.67
804.75 ± 6.3
800.92 ± 6.57
798.25 ± 7.02
797.5 ± 6.83
794.75 ± 5.26
793.0 ± 5.93
793.75 ± 5.8
796.0 ± 5.31
793.58 ± 6.44
794.67 ± 6.01
793.92 ± 7.68
794.25 ± 6.56
I_Re_E_200_20
850.58 ± 5.19
837.08 ± 6.62
827.08 ± 5.25
815.75 ± 6.46
808.17 ± 6.02
794.5 ± 5.61
787.5 ± 7.16
775.17 ± 6.95
766.83 ± 6.16
757.92 ± 5.63
751.58 ± 6.44
752.08 ± 6.65
751.25 ± 5.94
745.5 ± 8.23
746.75 ± 6.16
743.75 ± 5.94
747.5 ± 5.44
745.75 ± 6.56
745.5 ± 6.2
745.25 ± 6.81
744.92 ± 5.65
I_Re_E_200_30
853.75 ± 4.64
831.08 ± 6.38
812.42 ± 6.41
797.42 ± 9.45
784.17 ± 6.24
768.83 ± 7.95
756.75 ± 5.74
740.92 ± 6.14
725.58 ± 5.87
717.33 ± 6.12
713.58 ± 6.67
711.17 ± 6.22
705.08 ± 7.79
704.25 ± 6.13
703.92 ± 5.83
704.67 ± 8.48
702.83 ± 8.06
705.5 ± 5.97
704.0 ± 6.31
705.08 ± 8.33
705.67 ± 6.8
I_Re_E_200_40
850.0 ± 5.59
824.83 ± 5.98
802.25 ± 7.54
781.92 ± 7.35
763.92 ± 6.57
743.17 ± 8.51
723.0 ± 7.51
703.25 ± 6.93
685.92 ± 5.38
678.75 ± 6.48
675.75 ± 7.53
672.67 ± 8.03
667.5 ± 7.33
667.25 ± 7.91
666.58 ± 7.4
665.67 ± 10.0
669.75 ± 7.48
667.17 ± 7.68
667.33 ± 7.47
669.83 ± 6.74
669.08 ± 6.75
I_Re_E_200_50
850.67 ± 7.33
818.17 ± 5.51
788.75 ± 6.18
765.83 ± 6.5
742.5 ± 6.65
717.58 ± 8.15
692.5 ± 5.92
665.0 ± 7.58
653.25 ± 6.68
646.0 ± 8.98
641.0 ± 7.82
635.67 ± 8.11
634.67 ± 7.27
637.83 ± 8.31
637.08 ± 8.04
637.17 ± 5.54
637.92 ± 5.74
636.92 ± 5.31
636.83 ± 6.67
635.75 ± 8.24
635.75 ± 7.45
I_Re_E_200_random
851.83 ± 6.05
825.08 ± 4.59
805.0 ± 6.58
785.67 ± 5.84
770.17 ± 6.74
760.42 ± 4.96
751.5 ± 6.85
747.17 ± 6.38
743.25 ± 6.65
739.17 ± 7.84
737.25 ± 6.47
734.42 ± 8.89
732.08 ± 7.01
733.5 ± 7.57
737.08 ± 6.8
731.0 ± 7.26
732.0 ± 7.97
732.58 ± 8.02
732.83 ± 6.08
732.17 ± 7.15
731.83 ± 5.51
I_Re_M_20_10
97.81 ± 2.67
95.6 ± 2.23
96.29 ± 1.32
95.45 ± 1.02
95.57 ± 1.03
95.24 ± 1.5
93.81 ± 2.86
94.64 ± 2.36
93.69 ± 2.88
92.98 ± 2.81
93.62 ± 2.8
93.33 ± 3.1
92.83 ± 3.36
93.31 ± 3.47
90.36 ± 1.86
90.17 ± 2.08
90.62 ± 2.62
91.33 ± 2.26
90.69 ± 2.53
91.17 ± 1.92
90.93 ± 2.61
I_Re_M_20_20
97.93 ± 2.92
95.83 ± 2.11
95.52 ± 1.22
94.55 ± 2.39
92.88 ± 3.19
90.67 ± 2.58
90.93 ± 2.78
88.69 ± 2.6
87.95 ± 2.91
88.76 ± 2.53
87.12 ± 3.09
88.1 ± 2.31
88.69 ± 3.39
88.26 ± 2.9
87.38 ± 3.3
87.79 ± 2.87
87.95 ± 3.3
87.52 ± 3.46
87.93 ± 2.55
87.38 ± 2.81
87.29 ± 3.1
I_Re_M_20_30
97.88 ± 2.89
95.52 ± 1.04
93.95 ± 2.55
92.98 ± 3.84
90.31 ± 3.31
90.02 ± 1.08
88.36 ± 2.59
85.76 ± 2.5
83.14 ± 2.24
83.45 ± 1.83
82.02 ± 3.02
82.9 ± 1.99
81.93 ± 2.78
83.07 ± 2.23
82.4 ± 2.51
82.55 ± 2.42
82.74 ± 2.53
82.69 ± 2.73
83.38 ± 2.26
82.38 ± 3.07
82.88 ± 2.42
I_Re_M_20_40
97.12 ± 2.43
94.26 ± 2.7
93.36 ± 2.77
91.12 ± 2.97
89.12 ± 2.08
85.62 ± 2.77
83.9 ± 1.92
82.64 ± 2.74
80.95 ± 2.36
80.45 ± 2.62
80.81 ± 2.29
79.45 ± 3.84
77.19 ± 2.72
78.1 ± 2.36
77.55 ± 2.13
77.64 ± 2.28
77.76 ± 2.78
77.9 ± 2.14
77.98 ± 2.12
77.74 ± 2.36
77.38 ± 2.76
I_Re_M_20_50
98.17 ± 2.52
94.07 ± 2.27
90.76 ± 2.22
87.33 ± 3.04
85.29 ± 3.36
82.83 ± 2.92
79.88 ± 2.82
76.93 ± 2.57
76.83 ± 2.66
77.17 ± 2.31
76.88 ± 2.48
75.19 ± 3.51
75.95 ± 3.38
76.29 ± 2.96
76.0 ± 3.34
75.19 ± 3.49
76.38 ± 3.3
75.4 ± 3.58
76.55 ± 3.01
74.71 ± 3.36
75.4 ± 3.72
I_Re_M_20_random
97.79 ± 2.71
95.1 ± 1.84
92.71 ± 2.93
90.81 ± 3.05
89.26 ± 2.02
87.26 ± 3.39
86.83 ± 3.45
86.57 ± 2.58
86.88 ± 3.18
85.31 ± 3.65
85.81 ± 4.08
85.57 ± 2.7
84.5 ± 3.47
84.43 ± 3.41
86.12 ± 2.44
84.45 ± 3.26
86.02 ± 3.65
85.55 ± 3.03
85.12 ± 3.73
86.02 ± 3.28
85.69 ± 2.93
I_Re_M_50_10
193.6 ± 1.73
193.17 ± 1.87
191.93 ± 1.57
191.31 ± 1.58
190.02 ± 1.64
189.98 ± 2.28
187.74 ± 1.83
188.02 ± 1.98
186.33 ± 2.27
186.71 ± 1.59
185.29 ± 1.54
184.67 ± 2.17
184.43 ± 1.81
184.52 ± 1.64
183.88 ± 1.81
183.98 ± 2.18
184.5 ± 2.17
184.4 ± 2.1
184.17 ± 2.22
184.48 ± 1.97
184.12 ± 2.08
I_Re_M_50_20
194.24 ± 1.49
192.6 ± 1.08
189.81 ± 1.54
188.38 ± 1.89
186.48 ± 1.92
184.29 ± 1.99
182.4 ± 2.03
180.6 ± 1.85
178.38 ± 2.45
178.24 ± 1.95
177.4 ± 2.02
176.6 ± 1.94
175.69 ± 2.39
176.02 ± 1.45
175.02 ± 1.7
175.12 ± 1.85
174.95 ± 2.49
174.36 ± 2.35
174.69 ± 2.08
174.88 ± 2.29
174.31 ± 2.56
I_Re_M_50_30
194.4 ± 1.73
191.33 ± 1.67
186.88 ± 1.82
185.02 ± 2.63
181.19 ± 1.88
179.48 ± 1.63
175.79 ± 2.44
173.69 ± 3.81
171.21 ± 2.52
169.4 ± 2.0
168.95 ± 2.51
169.21 ± 2.56
168.64 ± 2.48
168.02 ± 2.89
167.12 ± 2.15
167.29 ± 2.23
167.07 ± 2.52
166.52 ± 2.2
166.71 ± 2.25
167.45 ± 1.93
166.88 ± 2.15
I_Re_M_50_40
194.26 ± 1.81
190.29 ± 1.64
185.07 ± 2.22
182.02 ± 2.65
177.48 ± 2.33
174.48 ± 2.13
169.45 ± 3.27
166.93 ± 2.74
164.24 ± 2.43
163.38 ± 2.08
161.98 ± 2.97
162.81 ± 1.66
160.38 ± 2.59
160.93 ± 2.45
160.76 ± 2.18
160.48 ± 2.92
161.14 ± 2.89
161.29 ± 3.13
161.33 ± 1.99
161.38 ± 2.32
161.52 ± 2.08
I_Re_M_50_50
194.1 ± 1.37
189.62 ± 1.66
183.26 ± 1.89
179.43 ± 2.65
172.93 ± 2.79
169.45 ± 2.51
164.43 ± 2.75
160.36 ± 2.56
158.67 ± 2.83
157.33 ± 3.59
156.4 ± 2.79
155.95 ± 2.67
154.88 ± 2.31
154.19 ± 2.5
155.1 ± 2.48
154.88 ± 3.56
155.29 ± 2.73
155.07 ± 2.52
154.88 ± 2.56
154.43 ± 3.26
155.1 ± 3.2
I_Re_M_50_random
193.9 ± 1.51
190.02 ± 1.62
185.52 ± 2.31
184.05 ± 1.95
180.69 ± 2.33
178.88 ± 2.49
177.83 ± 2.18
175.33 ± 3.16
175.31 ± 2.89
174.79 ± 2.08
173.48 ± 1.9
173.05 ± 2.43
172.52 ± 2.93
171.76 ± 3.28
171.95 ± 2.53
171.64 ± 2.92
171.52 ± 2.99
172.62 ± 3.14
172.4 ± 3.21
171.95 ± 2.61
173.19 ± 2.43
I_Re_M_100_10
316.52 ± 1.5
314.31 ± 1.72
312.93 ± 1.74
311.93 ± 1.75
310.21 ± 2.0
308.81 ± 2.0
306.67 ± 2.15
305.29 ± 2.41
304.6 ± 2.17
303.5 ± 1.8
301.69 ± 2.18
301.83 ± 1.79
300.12 ± 2.27
300.74 ± 1.76
300.19 ± 1.98
300.31 ± 2.3
300.83 ± 1.7
301.02 ± 1.88
299.57 ± 2.05
300.07 ± 2.02
300.07 ± 2.24
I_Re_M_100_20
316.45 ± 1.53
313.0 ± 1.74
308.9 ± 2.35
306.19 ± 2.14
303.55 ± 1.89
300.69 ± 1.96
298.05 ± 1.84
294.33 ± 2.11
290.74 ± 2.59
289.76 ± 2.25
288.36 ± 1.74
287.95 ± 2.73
288.02 ± 1.77
286.88 ± 2.08
285.62 ± 2.12
285.55 ± 2.08
285.95 ± 1.88
285.9 ± 1.66
285.81 ± 1.69
285.45 ± 2.15
285.26 ± 2.06
I_Re_M_100_30
316.74 ± 1.39
310.57 ± 2.2
305.81 ± 1.97
300.14 ± 1.91
296.33 ± 2.51
292.67 ± 1.95
288.71 ± 2.67
284.48 ± 2.12
279.55 ± 2.72
277.0 ± 2.73
276.05 ± 2.12
274.45 ± 1.87
274.93 ± 2.64
273.19 ± 2.3
273.45 ± 2.7
273.93 ± 2.24
273.52 ± 2.53
273.62 ± 2.41
273.74 ± 2.62
273.43 ± 1.75
273.81 ± 2.36
I_Re_M_100_40
316.62 ± 1.88
309.05 ± 2.03
302.31 ± 1.87
295.48 ± 2.84
290.95 ± 2.28
285.0 ± 2.37
279.14 ± 2.3
272.9 ± 2.32
268.52 ± 2.03
266.9 ± 1.75
265.74 ± 2.15
264.07 ± 2.2
262.67 ± 2.02
263.33 ± 2.03
263.21 ± 2.21
262.5 ± 2.87
263.05 ± 2.24
263.12 ± 2.39
262.93 ± 2.6
262.21 ± 2.29
262.69 ± 2.32
I_Re_M_100_50
315.74 ± 1.86
306.36 ± 2.11
298.6 ± 1.63
291.57 ± 2.57
284.21 ± 2.58
276.83 ± 2.18
269.14 ± 2.43
261.33 ± 3.05
259.1 ± 1.91
256.6 ± 2.11
255.71 ± 2.23
253.9 ± 2.31
252.57 ± 2.53
253.02 ± 2.16
252.26 ± 2.94
253.17 ± 1.64
252.38 ± 2.71
251.71 ± 2.47
252.14 ± 2.4
252.19 ± 2.45
252.12 ± 2.85
I_Re_M_100_random
316.57 ± 1.41
308.98 ± 1.73
302.76 ± 2.42
296.74 ± 2.2
293.4 ± 2.01
290.55 ± 2.57
286.71 ± 2.95
287.14 ± 1.83
285.24 ± 2.5
284.4 ± 3.44
283.86 ± 2.22
282.79 ± 2.85
283.17 ± 2.13
282.02 ± 3.01
282.24 ± 2.42
282.38 ± 2.29
282.57 ± 2.11
282.33 ± 2.15
282.55 ± 3.27
282.81 ± 2.51
283.07 ± 2.22
I_Re_M_150_10
411.88 ± 1.52
409.95 ± 1.29
407.83 ± 1.43
406.12 ± 1.56
404.07 ± 1.36
402.24 ± 1.93
401.5 ± 1.43
399.71 ± 1.69
397.95 ± 1.97
396.55 ± 1.96
394.93 ± 1.71
393.52 ± 2.04
392.95 ± 1.87
393.1 ± 1.49
392.26 ± 1.53
392.4 ± 1.75
391.55 ± 1.95
392.21 ± 1.9
392.69 ± 1.88
392.21 ± 1.61
392.21 ± 1.28
I_Re_M_150_20
412.6 ± 1.6
408.29 ± 1.41
403.55 ± 1.58
400.1 ± 1.89
396.24 ± 1.64
392.76 ± 2.27
389.64 ± 2.2
387.36 ± 2.02
382.98 ± 1.86
379.76 ± 2.23
377.26 ± 2.15
375.74 ± 2.37
374.67 ± 1.94
375.57 ± 2.15
374.24 ± 2.21
374.12 ± 1.84
374.02 ± 2.05
373.14 ± 1.95
374.86 ± 1.92
373.86 ± 2.19
374.29 ± 1.92
I_Re_M_150_30
412.26 ± 1.49
405.29 ± 1.53
398.93 ± 1.54
393.21 ± 1.91
387.4 ± 2.19
383.9 ± 1.84
378.21 ± 1.89
373.36 ± 2.23
368.02 ± 2.08
363.76 ± 2.04
362.31 ± 2.27
360.6 ± 1.91
359.4 ± 1.99
358.52 ± 2.09
358.57 ± 2.08
357.74 ± 2.1
358.69 ± 1.29
357.33 ± 2.38
358.24 ± 1.83
358.48 ± 2.03
357.95 ± 1.81
I_Re_M_150_40
413.02 ± 1.49
403.17 ± 1.71
394.33 ± 1.83
387.29 ± 2.31
380.1 ± 2.32
374.36 ± 2.62
366.79 ± 2.57
359.95 ± 2.97
352.88 ± 1.82
348.79 ± 2.21
346.5 ± 2.74
346.19 ± 1.75
344.36 ± 2.48
343.93 ± 2.45
343.9 ± 2.46
344.62 ± 1.55
344.48 ± 2.17
344.31 ± 2.11
344.57 ± 2.19
343.4 ± 2.53
344.81 ± 1.66
I_Re_M_150_50
412.31 ± 1.46
400.31 ± 1.42
389.83 ± 1.88
381.5 ± 2.11
372.55 ± 2.22
364.64 ± 2.27
355.36 ± 2.42
346.71 ± 2.27
338.19 ± 2.25
335.83 ± 1.96
333.64 ± 2.13
331.12 ± 2.57
331.1 ± 2.44
331.05 ± 2.35
331.98 ± 2.01
331.9 ± 2.26
331.31 ± 2.09
332.1 ± 1.33
331.33 ± 2.27
331.48 ± 2.49
331.67 ± 1.64
I_Re_M_150_random
411.6 ± 1.49
403.19 ± 1.84
394.67 ± 1.98
388.6 ± 1.88
382.14 ± 1.81
377.76 ± 2.53
374.79 ± 2.1
371.81 ± 2.37
369.33 ± 1.95
368.6 ± 1.83
366.57 ± 2.36
366.31 ± 2.22
366.12 ± 1.86
365.4 ± 2.57
365.74 ± 2.59
365.79 ± 2.25
366.14 ± 1.83
365.43 ± 3.14
366.38 ± 1.95
365.81 ± 2.2
365.43 ± 2.74
I_Re_M_200_10
493.31 ± 1.71
489.67 ± 2.41
487.88 ± 1.57
485.14 ± 2.06
482.79 ± 1.89
480.43 ± 2.27
479.21 ± 1.97
476.9 ± 1.8
474.36 ± 1.62
472.4 ± 1.97
470.55 ± 2.12
469.81 ± 2.15
468.93 ± 1.82
468.21 ± 1.84
467.71 ± 1.93
467.76 ± 1.64
467.71 ± 2.24
466.69 ± 1.71
468.24 ± 1.53
468.6 ± 1.75
467.88 ± 1.83
I_Re_M_200_20
493.05 ± 1.99
486.98 ± 1.75
481.48 ± 2.54
477.45 ± 2.6
473.31 ± 1.82
469.14 ± 1.91
464.76 ± 1.94
461.05 ± 1.9
456.69 ± 2.01
452.36 ± 2.03
449.55 ± 2.28
448.02 ± 2.21
447.07 ± 2.0
445.95 ± 2.14
446.05 ± 2.26
445.45 ± 2.33
446.6 ± 1.94
446.05 ± 2.44
445.81 ± 2.18
445.81 ± 2.5
446.67 ± 1.97
I_Re_M_200_30
493.52 ± 1.75
483.1 ± 2.14
476.55 ± 1.91
469.88 ± 1.88
463.88 ± 1.8
457.36 ± 2.27
450.88 ± 1.82
444.98 ± 2.0
437.52 ± 2.33
433.05 ± 2.17
429.76 ± 1.95
428.5 ± 2.25
427.5 ± 2.2
426.67 ± 2.07
427.07 ± 2.13
427.0 ± 2.31
426.29 ± 2.21
426.45 ± 2.01
426.98 ± 2.08
427.0 ± 1.65
426.86 ± 2.09
I_Re_M_200_40
493.02 ± 2.05
481.52 ± 1.26
470.38 ± 1.62
462.5 ± 1.95
454.07 ± 2.47
446.07 ± 2.39
436.95 ± 2.4
428.33 ± 2.15
419.79 ± 2.37
414.88 ± 2.88
413.64 ± 2.01
410.76 ± 2.12
410.45 ± 2.25
410.67 ± 2.33
409.93 ± 2.39
410.24 ± 2.16
410.67 ± 2.5
410.69 ± 2.72
410.33 ± 2.37
409.74 ± 2.9
409.86 ± 2.44
I_Re_M_200_50
493.0 ± 1.86
478.14 ± 2.12
464.36 ± 2.17
454.29 ± 2.6
444.52 ± 2.75
433.76 ± 3.06
423.48 ± 2.46
411.9 ± 2.2
402.55 ± 2.83
399.71 ± 2.68
397.69 ± 2.74
396.07 ± 2.49
394.48 ± 3.01
395.0 ± 2.48
394.6 ± 3.18
394.95 ± 2.19
395.71 ± 3.01
395.07 ± 2.7
396.02 ± 2.18
395.83 ± 1.95
395.64 ± 2.18
I_Re_M_200_random
493.02 ± 1.88
481.9 ± 1.8
473.05 ± 1.77
463.93 ± 1.55
457.67 ± 2.32
450.5 ± 2.64
448.19 ± 2.2
444.17 ± 2.46
441.52 ± 2.35
439.31 ± 2.94
438.14 ± 2.39
438.38 ± 2.33
436.67 ± 2.31
437.12 ± 1.92
436.69 ± 2.29
437.0 ± 2.68
437.14 ± 2.58
436.4 ± 2.25
437.57 ± 1.83
435.83 ± 2.89
436.14 ± 2.21
Genetic Algorithm Reduction Factor Results for the Real-world Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_Re_E_100_10
0.0
0.72
1.31
1.89
2.44
2.97
3.54
4.04
4.51
5.13
5.59
5.87
6.35
6.41
6.49
6.3
6.51
6.42
6.44
6.42
6.28
I_Re_E_100_20
0.0
1.91
2.72
4.33
4.82
6.31
7.49
8.36
9.21
10.39
11.7
11.26
11.73
12.0
12.25
12.49
12.3
12.17
12.16
12.14
12.12
I_Re_E_100_30
0.0
2.56
4.21
5.92
7.78
9.53
10.79
12.42
13.99
15.6
16.04
16.11
16.79
16.93
16.86
16.72
16.88
16.73
16.73
16.86
16.96
I_Re_E_100_40
0.0
2.76
5.66
8.26
10.3
12.1
14.3
16.56
18.58
19.71
20.12
20.75
20.98
21.04
20.65
20.72
21.13
20.91
21.04
21.0
20.84
I_Re_E_100_50
0.0
4.06
7.42
9.89
12.78
15.39
18.0
20.84
22.95
23.98
23.82
24.88
24.89
25.12
24.89
24.93
24.81
25.0
24.59
25.05
24.88
I_Re_E_100_random
0.0
3.45
5.68
7.73
8.97
10.7
11.46
12.42
13.16
13.11
13.55
13.95
13.87
13.95
13.95
14.06
14.17
14.36
14.31
14.03
14.17
I_Re_E_150_10
0.0
0.24
1.43
1.72
2.21
2.98
3.28
3.89
4.78
5.06
5.74
5.93
6.31
6.3
6.32
6.32
6.31
6.3
6.45
6.32
6.25
I_Re_E_150_20
0.0
1.39
2.82
4.33
5.2
6.0
7.2
8.13
9.23
10.56
11.47
11.83
12.14
12.42
12.55
12.42
12.46
12.27
12.43
12.24
12.24
I_Re_E_150_30
0.0
1.85
4.32
5.61
7.22
8.71
10.68
12.23
14.27
15.28
16.09
16.68
16.87
16.9
17.18
16.96
16.88
17.18
16.93
17.21
17.31
I_Re_E_150_40
0.0
2.95
5.54
7.43
10.1
12.07
14.55
16.56
18.98
19.98
20.59
21.19
21.65
21.43
21.41
21.33
21.09
21.2
21.36
21.39
21.48
I_Re_E_150_50
0.0
3.98
7.27
9.43
12.34
15.24
18.13
20.68
23.51
23.97
24.96
25.12
25.28
25.31
25.42
25.19
25.24
25.38
25.22
25.08
25.26
I_Re_E_150_random
0.0
3.1
5.8
7.86
9.71
11.01
12.31
12.74
13.33
13.9
14.31
14.59
14.64
14.45
14.67
14.76
14.47
14.65
14.74
14.59
14.68
I_Re_E_200_10
0.0
0.85
1.55
1.95
2.59
3.07
3.75
4.63
4.76
5.46
5.91
6.23
6.31
6.64
6.84
6.75
6.49
6.77
6.65
6.73
6.7
I_Re_E_200_20
0.0
1.59
2.76
4.09
4.99
6.59
7.42
8.87
9.85
10.89
11.64
11.58
11.68
12.35
12.21
12.56
12.12
12.32
12.35
12.38
12.42
I_Re_E_200_30
0.0
2.66
4.84
6.6
8.15
9.95
11.36
13.22
15.01
15.98
16.42
16.7
17.41
17.51
17.55
17.46
17.68
17.36
17.54
17.41
17.34
I_Re_E_200_40
0.0
2.96
5.62
8.01
10.13
12.57
14.94
17.26
19.3
20.15
20.5
20.86
21.47
21.5
21.58
21.69
21.21
21.51
21.49
21.2
21.28
I_Re_E_200_50
0.0
3.82
7.28
9.97
12.72
15.65
18.59
21.83
23.21
24.06
24.65
25.27
25.39
25.02
25.11
25.1
25.01
25.13
25.14
25.26
25.26
I_Re_E_20_10
0.0
3.02
3.22
3.84
3.84
5.75
4.45
5.48
7.19
5.55
6.24
6.51
6.16
7.74
6.03
8.15
7.68
8.77
7.33
8.09
8.22
I_Re_E_20_20
0.0
1.45
3.94
4.63
6.08
7.47
8.37
8.99
8.57
9.75
12.24
11.34
11.68
11.68
11.68
11.0
10.58
10.79
11.34
11.41
11.89
I_Re_E_20_30
0.0
2.96
4.82
6.88
9.3
9.36
10.74
12.4
14.46
14.12
15.91
15.98
16.94
16.05
16.53
16.12
16.74
17.83
16.53
15.56
15.91
I_Re_E_20_40
0.0
4.33
7.49
10.17
11.34
14.5
14.85
19.18
19.38
19.38
18.56
19.32
22.0
20.96
21.92
20.89
21.3
20.41
21.24
20.96
21.03
I_Re_E_20_50
0.0
3.96
7.5
11.39
12.57
16.04
17.98
20.97
22.29
22.02
22.29
23.96
23.27
23.27
24.38
24.17
23.61
23.82
24.38
23.19
22.98
I_Re_E_200_random
0.0
3.14
5.5
7.77
9.59
10.73
11.78
12.29
12.75
13.23
13.45
13.78
14.06
13.89
13.47
14.18
14.07
14.0
13.97
14.05
14.09
I_Re_E_20_random
0.0
4.3
5.93
8.73
10.44
11.33
11.39
11.05
12.07
12.97
13.51
13.99
14.05
14.6
13.51
14.87
13.44
13.37
13.78
13.92
13.71
I_Re_E_50_10
0.0
0.12
1.09
2.29
2.71
2.86
3.92
3.83
4.46
5.37
5.52
6.03
5.94
5.76
6.75
6.66
6.12
6.66
6.36
6.93
6.69
I_Re_E_50_20
0.0
1.33
2.98
3.86
5.06
6.03
7.29
8.5
9.65
9.97
11.63
11.18
12.18
12.03
11.87
12.39
12.09
11.78
11.66
11.82
12.78
I_Re_E_50_30
0.0
2.31
4.44
5.74
8.83
9.52
11.23
12.61
15.07
15.41
16.4
16.46
16.76
17.15
17.09
17.06
17.15
17.54
17.33
17.75
17.36
I_Re_E_50_40
0.0
2.71
5.81
7.73
10.47
12.27
14.35
16.82
19.13
19.31
20.1
21.57
21.21
20.91
20.79
21.42
21.33
21.09
20.94
21.27
21.27
I_Re_E_50_50
0.0
2.83
6.62
9.93
12.67
14.81
17.94
19.78
23.15
23.9
24.23
24.95
25.29
25.13
24.83
25.07
25.16
25.13
25.25
25.32
25.13
I_Re_E_50_random
0.0
2.32
6.05
7.01
9.14
10.53
12.06
12.3
12.94
13.54
13.42
14.32
14.05
13.9
14.02
13.84
13.57
13.96
14.29
13.57
13.99
I_Re_M_100_10
0.0
0.7
1.13
1.45
1.99
2.44
3.11
3.55
3.77
4.11
4.69
4.64
5.18
4.99
5.16
5.12
4.96
4.9
5.36
5.2
5.2
I_Re_M_100_20
0.0
1.09
2.39
3.24
4.08
4.98
5.81
6.99
8.12
8.43
8.88
9.01
8.98
9.34
9.74
9.76
9.64
9.65
9.68
9.8
9.86
I_Re_M_100_30
0.0
1.95
3.45
5.24
6.44
7.6
8.85
10.19
11.74
12.55
12.85
13.35
13.2
13.75
13.67
13.52
13.65
13.61
13.58
13.67
13.55
I_Re_M_100_40
0.0
2.39
4.52
6.68
8.11
9.99
11.84
13.81
15.19
15.7
16.07
16.6
17.04
16.83
16.87
17.09
16.92
16.9
16.96
17.18
17.03
I_Re_M_100_50
0.0
2.97
5.43
7.66
9.99
12.32
14.76
17.23
17.94
18.73
19.01
19.59
20.01
19.86
20.11
19.82
20.07
20.28
20.14
20.13
20.15
I_Re_M_100_random
0.0
2.4
4.36
6.26
7.32
8.22
9.43
9.3
9.9
10.16
10.33
10.67
10.55
10.91
10.84
10.8
10.74
10.82
10.75
10.66
10.58
I_Re_M_150_10
0.0
0.47
0.98
1.4
1.9
2.34
2.52
2.95
3.38
3.72
4.12
4.46
4.6
4.56
4.76
4.73
4.94
4.78
4.66
4.78
4.78
I_Re_M_150_20
0.0
1.04
2.19
3.03
3.97
4.81
5.56
6.12
7.18
7.96
8.57
8.93
9.19
8.97
9.3
9.33
9.35
9.56
9.15
9.39
9.29
I_Re_M_150_30
0.0
1.69
3.23
4.62
6.03
6.88
8.26
9.44
10.73
11.76
12.12
12.53
12.82
13.04
13.02
13.22
12.99
13.32
13.1
13.05
13.17
I_Re_M_150_40
0.0
2.38
4.53
6.23
7.97
9.36
11.19
12.85
14.56
15.55
16.11
16.18
16.62
16.73
16.74
16.56
16.59
16.64
16.57
16.86
16.51
I_Re_M_150_50
0.0
2.91
5.45
7.47
9.64
11.56
13.81
15.91
17.98
18.55
19.08
19.69
19.7
19.71
19.48
19.5
19.65
19.45
19.64
19.6
19.56
I_Re_M_150_random
0.0
2.04
4.11
5.59
7.16
8.22
8.94
9.67
10.27
10.45
10.94
11.0
11.05
11.22
11.14
11.13
11.04
11.22
10.99
11.12
11.22
I_Re_M_200_10
0.0
0.74
1.1
1.66
2.13
2.61
2.86
3.33
3.84
4.24
4.61
4.76
4.94
5.09
5.19
5.18
5.19
5.4
5.08
5.01
5.15
I_Re_M_200_20
0.0
1.23
2.35
3.16
4.0
4.85
5.74
6.49
7.37
8.25
8.82
9.13
9.33
9.55
9.53
9.65
9.42
9.53
9.58
9.58
9.41
I_Re_M_200_30
0.0
2.11
3.44
4.79
6.01
7.33
8.64
9.84
11.35
12.25
12.92
13.17
13.38
13.55
13.46
13.48
13.62
13.59
13.48
13.48
13.51
I_Re_M_200_40
0.0
2.33
4.59
6.19
7.9
9.52
11.37
13.12
14.85
15.85
16.1
16.68
16.75
16.7
16.85
16.79
16.7
16.7
16.77
16.89
16.87
I_Re_M_200_50
0.0
3.01
5.81
7.85
9.83
12.02
14.1
16.45
18.35
18.92
19.33
19.66
19.98
19.88
19.96
19.89
19.73
19.86
19.67
19.71
19.75
I_Re_M_20_10
0.0
2.26
1.55
2.41
2.29
2.63
4.09
3.24
4.21
4.94
4.28
4.58
5.09
4.6
7.62
7.81
7.35
6.63
7.28
6.79
7.03
I_Re_M_20_20
0.0
2.14
2.46
3.45
5.16
7.41
7.15
9.44
10.19
9.36
11.04
10.04
9.44
9.87
10.77
10.35
10.19
10.63
10.21
10.77
10.86
I_Re_M_20_30
0.0
2.41
4.02
5.01
7.73
8.03
9.73
12.38
15.06
14.74
16.2
15.3
16.3
15.13
15.82
15.66
15.47
15.52
14.81
15.84
15.32
I_Re_M_20_40
0.0
2.94
3.87
6.18
8.24
11.84
13.61
14.91
16.65
17.16
16.79
18.19
20.52
19.58
20.15
20.06
19.93
19.79
19.71
19.95
20.33
I_Re_M_20_50
0.0
4.18
7.55
11.04
13.12
15.63
18.63
21.64
21.74
21.39
21.69
23.41
22.63
22.29
22.58
23.41
22.2
23.19
22.02
23.9
23.19
I_Re_M_200_random
0.0
2.26
4.05
5.9
7.17
8.62
9.09
9.91
10.45
10.89
11.13
11.08
11.43
11.34
11.43
11.36
11.33
11.48
11.25
11.6
11.54
I_Re_M_20_random
0.0
2.75
5.19
7.14
8.72
10.77
11.21
11.47
11.16
12.76
12.25
12.5
13.59
13.66
11.93
13.64
12.04
12.52
12.96
12.04
12.37
I_Re_M_50_10
0.0
0.22
0.86
1.18
1.85
1.87
3.03
2.88
3.76
3.56
4.29
4.61
4.74
4.69
5.02
4.97
4.7
4.75
4.87
4.71
4.9
I_Re_M_50_20
0.0
0.84
2.28
3.02
4.0
5.12
6.1
7.02
8.17
8.24
8.67
9.08
9.55
9.38
9.89
9.84
9.93
10.23
10.06
9.97
10.26
I_Re_M_50_30
0.0
1.58
3.87
4.83
6.8
7.67
9.57
10.65
11.93
12.86
13.09
12.96
13.25
13.57
14.03
13.95
14.06
14.34
14.24
13.86
14.16
I_Re_M_50_40
0.0
2.04
4.73
6.3
8.64
10.18
12.77
14.07
15.45
15.9
16.62
16.19
17.44
17.16
17.24
17.39
17.05
16.97
16.95
16.93
16.85
I_Re_M_50_50
0.0
2.31
5.58
7.56
10.91
12.7
15.29
17.38
18.25
18.94
19.42
19.65
20.21
20.56
20.09
20.21
19.99
20.11
20.21
20.44
20.09
I_Re_M_50_random
0.0
2.0
4.32
5.08
6.81
7.75
8.29
9.58
9.59
9.86
10.53
10.75
11.03
11.42
11.32
11.48
11.54
10.97
11.09
11.32
10.68
Simulated Annealing Fitness Value Results for the Real-world Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_Re_E_100_10
425.08 ± 8.0
424.67 ± 7.0
421.42 ± 5.62
416.67 ± 4.53
418.42 ± 6.17
414.17 ± 5.64
413.17 ± 5.81
412.17 ± 5.39
410.92 ± 6.37
409.42 ± 5.58
407.58 ± 5.79
405.5 ± 4.25
405.25 ± 4.39
405.42 ± 4.19
405.17 ± 4.56
404.0 ± 5.31
403.58 ± 4.36
404.92 ± 6.11
404.25 ± 4.34
403.75 ± 3.86
403.67 ± 4.78
I_Re_E_100_20
424.58 ± 6.13
420.83 ± 5.64
418.17 ± 6.71
411.0 ± 4.45
406.08 ± 5.47
406.0 ± 5.87
400.0 ± 4.38
397.5 ± 4.7
392.58 ± 4.54
388.42 ± 3.74
384.42 ± 4.07
383.83 ± 4.41
383.33 ± 3.89
381.83 ± 3.41
382.67 ± 4.78
380.58 ± 3.21
382.5 ± 3.59
382.5 ± 3.82
382.75 ± 5.3
381.25 ± 3.08
380.67 ± 2.95
I_Re_E_100_30
426.0 ± 6.66
418.92 ± 6.01
409.33 ± 4.42
403.83 ± 3.8
397.58 ± 4.35
393.5 ± 4.41
385.58 ± 4.73
378.67 ± 4.27
371.75 ± 4.14
366.92 ± 3.91
364.92 ± 5.02
362.42 ± 3.56
361.67 ± 3.73
361.67 ± 4.2
361.58 ± 4.0
361.75 ± 3.24
362.08 ± 4.43
361.5 ± 4.11
361.25 ± 3.64
362.25 ± 4.05
361.75 ± 4.29
I_Re_E_100_40
426.33 ± 6.38
414.92 ± 5.65
405.33 ± 3.91
395.08 ± 3.79
389.25 ± 4.66
379.17 ± 4.2
371.42 ± 4.41
360.0 ± 2.96
352.0 ± 4.3
345.67 ± 2.81
344.58 ± 3.1
342.58 ± 3.5
340.5 ± 2.18
341.33 ± 4.07
342.83 ± 3.86
341.58 ± 3.38
342.17 ± 3.14
342.92 ± 4.24
342.25 ± 3.44
341.83 ± 2.49
342.08 ± 3.54
I_Re_E_100_50
426.5 ± 9.14
412.83 ± 5.62
400.08 ± 4.26
388.67 ± 4.46
376.92 ± 4.94
366.25 ± 3.81
354.92 ± 3.68
342.75 ± 5.64
330.25 ± 3.78
327.92 ± 4.52
324.42 ± 3.4
325.0 ± 3.16
324.58 ± 3.23
326.42 ± 3.69
325.25 ± 4.8
323.67 ± 2.56
325.17 ± 3.41
324.17 ± 3.12
325.0 ± 3.16
323.75 ± 3.15
325.08 ± 3.26
I_Re_E_100_random
424.75 ± 6.3
413.33 ± 4.84
406.08 ± 3.8
396.5 ± 3.57
391.83 ± 4.03
386.25 ± 5.51
382.0 ± 3.73
378.0 ± 4.0
377.67 ± 4.37
372.92 ± 3.71
372.25 ± 3.78
371.0 ± 3.14
371.0 ± 4.55
370.33 ± 3.21
371.42 ± 4.12
370.08 ± 3.9
371.08 ± 4.69
371.08 ± 3.58
372.5 ± 3.93
369.33 ± 2.95
371.83 ± 4.28
I_Re_E_150_10
597.83 ± 11.23
590.17 ± 13.4
583.5 ± 10.54
583.0 ± 10.07
573.67 ± 9.63
576.75 ± 11.28
567.08 ± 10.94
565.33 ± 7.79
564.08 ± 7.35
565.17 ± 7.93
558.58 ± 7.55
559.5 ± 7.59
559.17 ± 8.57
558.58 ± 7.06
560.17 ± 7.69
556.58 ± 7.4
558.08 ± 4.31
557.58 ± 5.38
558.67 ± 6.76
558.42 ± 7.35
558.33 ± 5.3
I_Re_E_150_20
594.25 ± 11.51
589.42 ± 11.25
572.33 ± 10.57
566.92 ± 9.44
564.5 ± 8.79
560.5 ± 6.1
554.17 ± 5.68
549.5 ± 5.53
542.08 ± 4.57
537.5 ± 5.77
531.58 ± 3.79
530.5 ± 3.67
528.92 ± 4.41
529.33 ± 4.91
530.0 ± 5.63
528.5 ± 4.59
527.42 ± 5.02
527.58 ± 4.06
529.0 ± 3.69
528.5 ± 4.55
529.17 ± 6.14
I_Re_E_150_30
600.67 ± 14.16
577.08 ± 9.11
567.58 ± 9.14
559.5 ± 6.4
550.08 ± 6.63
543.5 ± 4.59
534.25 ± 4.75
527.33 ± 6.16
515.58 ± 4.31
507.08 ± 4.19
503.0 ± 3.73
501.0 ± 4.94
500.25 ± 3.61
500.08 ± 4.94
499.92 ± 4.21
500.25 ± 5.41
499.42 ± 3.91
498.75 ± 3.46
499.92 ± 4.59
499.33 ± 4.18
499.17 ± 3.73
I_Re_E_150_40
598.33 ± 12.41
572.75 ± 10.11
560.25 ± 7.99
547.67 ± 5.91
538.08 ± 5.43
526.92 ± 4.6
512.5 ± 4.38
499.83 ± 5.77
485.5 ± 4.97
477.92 ± 4.04
474.33 ± 3.98
473.92 ± 5.43
472.75 ± 5.26
472.33 ± 3.7
471.5 ± 3.39
472.75 ± 4.35
472.0 ± 4.54
473.0 ± 4.49
472.67 ± 4.03
471.92 ± 2.79
473.83 ± 4.07
I_Re_E_150_50
595.92 ± 14.44
570.67 ± 9.66
553.83 ± 7.18
538.25 ± 4.66
522.83 ± 4.22
507.67 ± 4.37
487.67 ± 3.47
473.5 ± 4.77
455.92 ± 3.74
452.75 ± 5.01
448.83 ± 4.99
447.42 ± 3.62
448.08 ± 3.27
446.25 ± 4.12
447.58 ± 4.21
446.75 ± 3.88
447.58 ± 4.21
448.08 ± 3.58
448.08 ± 5.19
448.5 ± 5.02
448.42 ± 4.4
I_Re_E_150_random
596.25 ± 12.17
571.08 ± 8.0
561.0 ± 7.43
551.75 ± 6.74
539.92 ± 5.86
532.58 ± 4.54
526.92 ± 5.03
523.25 ± 4.88
518.08 ± 3.58
515.92 ± 4.63
515.08 ± 6.27
512.42 ± 5.42
512.75 ± 4.63
513.25 ± 4.62
514.17 ± 6.53
513.0 ± 5.26
512.25 ± 5.1
512.25 ± 3.67
513.92 ± 6.54
512.17 ± 4.02
513.0 ± 4.1
I_Re_E_200_10
769.42 ± 16.88
765.83 ± 14.7
756.42 ± 17.84
751.83 ± 15.37
742.83 ± 16.07
739.5 ± 14.96
731.92 ± 11.21
726.42 ± 14.11
720.25 ± 12.62
717.17 ± 11.54
715.67 ± 10.08
711.42 ± 9.03
712.0 ± 10.52
711.92 ± 9.5
710.33 ± 10.91
708.67 ± 10.95
710.0 ± 10.02
708.83 ± 9.61
709.42 ± 7.98
713.17 ± 10.78
710.5 ± 9.86
I_Re_E_200_20
774.42 ± 14.63
751.67 ± 13.11
738.25 ± 13.42
726.0 ± 14.15
718.67 ± 13.66
709.17 ± 10.75
701.75 ± 7.19
693.75 ± 5.8
688.25 ± 6.09
683.33 ± 6.99
677.17 ± 6.57
677.0 ± 6.27
674.92 ± 5.68
675.25 ± 6.4
675.67 ± 5.62
676.17 ± 5.87
673.33 ± 5.53
676.08 ± 6.88
673.67 ± 5.07
673.83 ± 4.99
673.58 ± 6.18
I_Re_E_200_30
769.0 ± 16.0
740.33 ± 16.11
721.17 ± 12.07
713.42 ± 9.97
702.58 ± 7.54
690.0 ± 7.42
677.83 ± 5.98
667.17 ± 4.55
654.0 ± 4.36
645.0 ± 5.32
641.92 ± 3.96
639.0 ± 6.31
638.92 ± 5.31
640.25 ± 4.71
639.42 ± 4.6
639.75 ± 4.63
639.42 ± 5.83
640.33 ± 4.69
638.42 ± 4.63
640.08 ± 4.21
638.83 ± 5.07
I_Re_E_200_40
772.0 ± 15.29
736.75 ± 13.17
711.83 ± 9.55
696.67 ± 7.81
684.08 ± 5.93
665.83 ± 4.0
653.92 ± 5.31
634.83 ± 4.91
617.33 ± 7.93
610.67 ± 5.32
607.25 ± 4.1
603.25 ± 4.57
603.42 ± 4.98
604.33 ± 6.05
603.33 ± 4.8
602.33 ± 4.87
604.75 ± 5.89
604.17 ± 4.25
603.83 ± 3.97
604.83 ± 5.16
602.5 ± 5.08
I_Re_E_200_50
774.5 ± 15.66
733.17 ± 17.4
703.92 ± 9.21
684.58 ± 6.46
664.58 ± 6.55
643.08 ± 5.27
621.5 ± 5.23
599.17 ± 7.23
582.25 ± 5.64
579.5 ± 7.65
572.92 ± 5.88
571.92 ± 4.77
570.83 ± 4.39
570.83 ± 4.89
572.17 ± 3.8
571.5 ± 5.39
574.17 ± 6.1
572.75 ± 3.56
573.67 ± 5.03
573.33 ± 5.82
573.58 ± 3.58
I_Re_E_20_10
121.25 ± 3.75
118.17 ± 2.03
118.75 ± 2.8
117.75 ± 1.35
117.75 ± 1.35
117.42 ± 0.45
117.5 ± 0.0
117.25 ± 1.35
117.25 ± 0.75
116.58 ± 1.99
116.42 ± 2.56
117.25 ± 1.35
117.0 ± 1.87
117.33 ± 0.62
115.42 ± 3.1
114.5 ± 3.67
113.5 ± 3.74
113.33 ± 3.61
113.83 ± 3.64
114.25 ± 3.54
114.17 ± 3.67
I_Re_E_20_20
121.42 ± 3.69
118.25 ± 2.25
117.42 ± 0.45
117.5 ± 0.0
117.08 ± 1.46
114.25 ± 3.72
112.92 ± 3.6
112.25 ± 3.44
110.0 ± 0.0
110.25 ± 1.35
110.25 ± 1.35
109.92 ± 0.45
109.83 ± 0.62
110.0 ± 0.0
109.92 ± 0.45
110.0 ± 0.0
109.92 ± 0.45
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
109.83 ± 0.62
I_Re_E_20_30
121.75 ± 3.54
118.0 ± 1.87
117.5 ± 0.0
114.33 ± 3.59
110.25 ± 1.35
111.0 ± 2.55
110.17 ± 1.43
109.17 ± 1.97
105.33 ± 3.52
106.17 ± 3.52
105.42 ± 3.6
103.75 ± 2.8
102.92 ± 1.59
103.67 ± 2.64
103.0 ± 1.87
103.75 ± 2.8
102.92 ± 1.59
102.75 ± 1.35
102.67 ± 0.9
103.5 ± 2.55
103.0 ± 1.87
I_Re_E_20_40
119.83 ± 3.35
117.42 ± 0.45
114.5 ± 3.5
111.75 ± 3.17
110.0 ± 0.0
109.25 ± 2.25
105.58 ± 3.58
102.75 ± 1.35
102.42 ± 0.45
102.0 ± 1.5
102.42 ± 0.45
102.0 ± 1.5
100.0 ± 3.35
100.83 ± 2.98
100.67 ± 3.16
99.75 ± 3.44
100.92 ± 2.78
100.42 ± 3.1
100.17 ± 3.22
101.5 ± 2.29
99.33 ± 3.59
I_Re_E_20_50
121.17 ± 3.69
117.5 ± 0.0
112.92 ± 3.6
110.0 ± 0.0
108.58 ± 2.79
103.25 ± 2.25
102.5 ± 0.0
99.92 ± 3.32
96.0 ± 2.29
97.17 ± 3.34
97.67 ± 3.53
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
I_Re_E_200_random
768.67 ± 16.87
731.58 ± 15.65
716.5 ± 11.36
701.5 ± 6.14
691.75 ± 7.88
682.58 ± 5.5
674.92 ± 6.57
668.58 ± 4.5
665.0 ± 4.43
663.83 ± 6.38
662.08 ± 4.09
660.92 ± 5.22
659.92 ± 4.85
662.83 ± 5.8
660.58 ± 6.15
661.08 ± 4.99
664.92 ± 7.54
661.83 ± 4.91
661.33 ± 4.9
662.67 ± 5.95
659.92 ± 4.68
I_Re_E_20_random
120.92 ± 3.68
118.25 ± 2.25
116.25 ± 2.8
113.75 ± 3.75
110.5 ± 1.87
110.25 ± 1.35
110.17 ± 0.9
110.17 ± 1.43
110.0 ± 0.0
109.92 ± 0.45
109.58 ± 1.46
109.92 ± 0.45
109.42 ± 1.54
108.83 ± 2.3
109.58 ± 0.93
108.83 ± 2.3
109.67 ± 1.4
108.92 ± 2.3
109.08 ± 2.28
109.33 ± 1.93
109.25 ± 1.95
I_Re_E_50_10
261.67 ± 3.84
259.33 ± 3.65
257.58 ± 3.68
257.83 ± 3.58
254.67 ± 3.46
253.92 ± 3.4
253.0 ± 4.15
251.33 ± 3.64
249.58 ± 3.23
249.33 ± 3.41
246.17 ± 2.79
246.92 ± 2.86
246.83 ± 4.03
246.0 ± 3.14
246.17 ± 3.01
246.33 ± 2.79
246.67 ± 2.44
246.33 ± 3.01
246.58 ± 3.68
246.08 ± 3.33
245.17 ± 2.66
I_Re_E_50_20
260.5 ± 3.62
258.33 ± 3.61
254.75 ± 3.44
252.5 ± 3.1
248.58 ± 2.86
246.17 ± 3.52
243.25 ± 2.82
241.58 ± 2.54
238.33 ± 3.44
236.67 ± 2.61
235.17 ± 3.53
234.42 ± 2.71
232.58 ± 2.78
232.5 ± 2.14
232.5 ± 3.03
232.83 ± 3.01
232.83 ± 3.34
233.08 ± 2.3
234.33 ± 3.22
232.83 ± 3.21
232.25 ± 2.17
I_Re_E_50_30
260.83 ± 5.1
256.58 ± 3.79
249.67 ± 3.58
247.67 ± 3.02
241.83 ± 3.02
238.42 ± 2.78
234.58 ± 3.03
231.92 ± 3.21
227.42 ± 3.62
224.67 ± 2.39
222.58 ± 3.38
221.83 ± 3.02
220.75 ± 3.72
220.5 ± 2.69
220.58 ± 3.01
220.0 ± 3.03
220.67 ± 3.41
220.67 ± 2.81
220.67 ± 2.58
220.0 ± 3.16
219.67 ± 2.56
I_Re_E_50_40
260.67 ± 3.76
254.83 ± 3.47
247.67 ± 3.09
242.83 ± 3.4
235.0 ± 3.16
232.08 ± 3.17
225.42 ± 3.54
221.5 ± 3.51
215.5 ± 4.05
212.92 ± 3.3
210.5 ± 2.45
210.33 ± 2.94
210.58 ± 3.86
210.08 ± 2.7
210.17 ± 2.73
211.17 ± 3.52
210.58 ± 3.8
209.83 ± 2.95
210.58 ± 3.33
210.08 ± 3.26
210.5 ± 3.06
I_Re_E_50_50
259.75 ± 4.1
254.42 ± 4.01
243.5 ± 3.8
237.0 ± 2.92
230.08 ± 3.9
224.83 ± 3.76
215.75 ± 2.75
210.33 ± 4.12
203.17 ± 2.95
203.0 ± 2.69
200.33 ± 2.87
199.58 ± 3.03
199.58 ± 2.89
199.42 ± 3.21
199.5 ± 2.53
199.33 ± 2.73
200.17 ± 3.22
198.5 ± 2.55
198.75 ± 2.8
199.0 ± 2.55
199.08 ± 3.06
I_Re_E_50_random
260.58 ± 4.46
254.92 ± 3.32
247.42 ± 3.9
243.25 ± 3.24
238.0 ± 3.12
236.33 ± 2.87
233.42 ± 4.21
231.67 ± 3.25
230.0 ± 3.29
229.58 ± 3.23
228.75 ± 3.4
228.17 ± 3.41
228.25 ± 3.11
226.08 ± 2.71
228.0 ± 2.92
227.92 ± 3.1
227.75 ± 3.25
227.17 ± 2.94
228.33 ± 2.98
228.17 ± 4.23
227.67 ± 2.49
I_Re_M_100_10
274.36 ± 6.64
274.43 ± 7.0
270.98 ± 4.24
271.45 ± 4.03
270.24 ± 4.46
268.0 ± 3.71
267.12 ± 3.75
266.38 ± 3.62
264.26 ± 2.73
265.45 ± 3.7
263.38 ± 3.75
262.64 ± 2.78
264.12 ± 4.35
263.76 ± 4.28
262.48 ± 3.98
263.4 ± 2.88
261.57 ± 3.19
262.76 ± 3.73
262.57 ± 3.14
265.31 ± 4.59
262.62 ± 3.15
I_Re_M_100_20
274.88 ± 5.44
271.31 ± 4.15
268.21 ± 4.33
266.24 ± 4.04
263.88 ± 3.96
261.83 ± 3.84
259.9 ± 3.44
258.9 ± 3.39
254.31 ± 3.45
253.26 ± 4.01
251.36 ± 2.66
252.17 ± 3.91
250.81 ± 3.4
250.86 ± 3.54
250.57 ± 3.26
249.0 ± 2.59
250.29 ± 3.37
249.57 ± 3.31
250.71 ± 3.6
250.69 ± 2.84
249.98 ± 2.92
I_Re_M_100_30
274.5 ± 6.34
270.79 ± 3.7
266.52 ± 3.83
262.76 ± 4.29
259.64 ± 4.44
255.1 ± 2.59
250.79 ± 2.37
247.12 ± 3.69
243.5 ± 2.98
242.36 ± 3.76
240.5 ± 3.05
239.29 ± 3.43
237.88 ± 2.55
239.43 ± 3.25
238.71 ± 3.07
239.24 ± 3.16
239.76 ± 2.86
238.4 ± 3.19
238.69 ± 2.84
238.62 ± 3.14
238.31 ± 2.23
I_Re_M_100_40
275.62 ± 5.84
268.31 ± 3.97
263.6 ± 5.03
257.64 ± 3.4
253.17 ± 4.04
247.29 ± 3.44
242.33 ± 3.49
235.38 ± 3.48
232.71 ± 4.39
230.88 ± 4.29
227.36 ± 3.35
227.19 ± 3.02
226.98 ± 2.54
227.24 ± 2.83
226.6 ± 2.47
227.9 ± 3.64
227.14 ± 3.25
227.74 ± 3.48
227.57 ± 2.61
227.6 ± 3.44
227.07 ± 3.36
I_Re_M_100_50
275.9 ± 6.09
269.07 ± 4.61
261.19 ± 3.29
252.83 ± 2.87
247.14 ± 3.02
239.98 ± 2.25
231.05 ± 2.53
223.69 ± 2.69
219.14 ± 3.38
217.57 ± 3.2
216.76 ± 3.6
215.6 ± 3.63
215.81 ± 2.95
214.9 ± 2.23
215.67 ± 2.89
215.9 ± 3.32
215.83 ± 3.06
215.98 ± 2.63
216.45 ± 3.3
215.9 ± 3.02
215.86 ± 3.15
I_Re_M_100_random
274.81 ± 5.33
269.36 ± 5.02
264.57 ± 3.81
259.17 ± 3.96
256.52 ± 3.41
252.14 ± 2.93
250.57 ± 3.4
248.02 ± 3.42
247.14 ± 3.27
245.52 ± 3.36
245.57 ± 3.1
244.43 ± 3.16
244.81 ± 2.61
246.24 ± 3.56
245.24 ± 2.94
245.43 ± 4.45
244.9 ± 2.65
244.88 ± 2.8
244.57 ± 3.22
245.55 ± 3.03
244.76 ± 2.86
I_Re_M_150_10
345.88 ± 7.82
345.24 ± 9.42
345.14 ± 7.47
341.36 ± 9.06
335.05 ± 5.19
336.31 ± 8.46
336.55 ± 8.03
335.79 ± 6.29
333.43 ± 4.5
331.19 ± 5.62
329.45 ± 4.45
329.98 ± 5.09
330.02 ± 6.11
328.0 ± 3.99
330.81 ± 4.74
329.07 ± 5.14
330.62 ± 6.45
329.55 ± 5.31
329.29 ± 4.61
331.95 ± 5.59
329.98 ± 3.69
I_Re_M_150_20
349.57 ± 9.57
340.83 ± 8.01
335.64 ± 6.21
333.74 ± 7.11
331.62 ± 4.82
330.43 ± 5.59
327.29 ± 4.65
324.55 ± 3.68
322.52 ± 4.85
320.98 ± 4.53
318.29 ± 4.02
319.24 ± 4.24
316.81 ± 4.11
317.86 ± 4.61
317.55 ± 4.84
317.05 ± 3.54
317.6 ± 3.87
315.79 ± 3.51
316.05 ± 3.76
315.98 ± 3.43
315.38 ± 3.04
I_Re_M_150_30
348.07 ± 9.13
338.12 ± 6.54
334.36 ± 5.6
328.81 ± 5.59
324.43 ± 4.06
322.62 ± 4.37
316.17 ± 4.02
313.4 ± 4.65
308.26 ± 3.16
303.62 ± 2.68
303.55 ± 3.42
302.52 ± 3.51
299.79 ± 3.22
300.31 ± 3.64
301.57 ± 3.77
301.55 ± 3.56
302.45 ± 3.4
302.31 ± 3.27
301.83 ± 3.28
301.57 ± 4.31
301.07 ± 2.68
I_Re_M_150_40
348.62 ± 10.9
337.71 ± 6.53
329.95 ± 5.5
325.67 ± 4.31
319.29 ± 4.3
313.19 ± 2.76
306.74 ± 3.98
299.69 ± 2.75
293.07 ± 3.46
289.1 ± 3.22
289.1 ± 3.01
287.21 ± 3.67
287.29 ± 3.3
287.26 ± 3.51
286.88 ± 2.55
286.88 ± 3.79
285.76 ± 2.76
287.05 ± 3.45
286.6 ± 3.75
287.05 ± 3.95
287.26 ± 2.96
I_Re_M_150_50
346.6 ± 10.41
334.88 ± 6.34
325.6 ± 3.17
319.93 ± 3.41
311.33 ± 3.59
303.48 ± 3.85
293.6 ± 4.45
285.38 ± 3.81
277.9 ± 4.34
274.81 ± 3.82
273.48 ± 3.81
273.4 ± 3.28
273.88 ± 3.5
273.05 ± 3.32
273.12 ± 3.79
274.1 ± 3.86
273.64 ± 4.03
274.45 ± 2.98
272.5 ± 3.77
273.81 ± 3.65
273.71 ± 4.27
I_Re_M_150_random
343.48 ± 8.57
336.67 ± 6.15
331.36 ± 4.78
326.55 ± 4.82
321.86 ± 4.24
318.17 ± 3.95
315.21 ± 4.82
313.79 ± 4.08
310.88 ± 3.37
308.6 ± 3.63
308.81 ± 4.67
307.36 ± 4.17
308.48 ± 3.8
309.21 ± 4.1
308.69 ± 3.43
308.98 ± 3.92
307.52 ± 3.97
308.98 ± 3.6
307.69 ± 3.96
307.71 ± 3.84
309.48 ± 4.28
I_Re_M_200_10
423.1 ± 11.35
417.64 ± 10.35
412.5 ± 10.95
412.31 ± 11.31
406.52 ± 9.78
405.88 ± 10.32
402.55 ± 9.32
402.31 ± 8.92
398.52 ± 8.02
395.76 ± 6.4
394.33 ± 6.49
394.43 ± 6.65
394.43 ± 6.82
395.0 ± 6.39
393.19 ± 5.32
392.43 ± 5.6
392.5 ± 5.73
394.29 ± 5.12
394.5 ± 5.66
392.6 ± 4.95
391.98 ± 5.27
I_Re_M_200_20
421.83 ± 10.36
410.45 ± 9.91
405.93 ± 10.68
400.86 ± 9.76
397.05 ± 5.39
393.95 ± 5.25
389.88 ± 4.62
387.79 ± 4.78
384.45 ± 3.83
381.14 ± 6.14
378.62 ± 3.77
379.12 ± 4.43
379.86 ± 5.6
377.31 ± 3.81
379.29 ± 3.86
378.0 ± 3.7
378.4 ± 4.57
378.17 ± 3.11
376.57 ± 3.07
378.31 ± 3.13
377.45 ± 3.46
I_Re_M_200_30
419.4 ± 9.15
407.95 ± 11.93
399.43 ± 8.26
392.52 ± 5.02
387.38 ± 3.95
385.76 ± 5.6
379.62 ± 3.79
373.98 ± 5.61
368.62 ± 4.23
363.31 ± 4.02
362.5 ± 3.81
361.21 ± 4.05
361.05 ± 3.38
360.83 ± 4.5
361.26 ± 3.98
360.14 ± 3.48
360.07 ± 3.27
360.45 ± 4.25
360.24 ± 4.18
360.0 ± 2.9
360.05 ± 3.51
I_Re_M_200_40
425.5 ± 15.27
401.71 ± 8.0
393.4 ± 6.89
387.24 ± 6.01
380.6 ± 4.96
375.07 ± 3.12
366.95 ± 3.81
359.57 ± 4.84
349.71 ± 3.93
345.79 ± 3.61
343.21 ± 4.22
341.83 ± 4.18
341.4 ± 4.42
342.26 ± 4.08
342.19 ± 2.92
342.9 ± 4.04
342.17 ± 2.98
342.74 ± 4.17
343.79 ± 3.26
341.36 ± 3.0
343.26 ± 4.49
I_Re_M_200_50
423.33 ± 10.37
400.86 ± 9.29
390.9 ± 5.95
381.0 ± 3.76
373.52 ± 4.55
362.88 ± 3.94
351.76 ± 3.52
339.64 ± 3.17
330.24 ± 4.32
327.57 ± 3.41
326.29 ± 3.57
325.52 ± 2.81
325.1 ± 2.93
324.6 ± 3.09
325.5 ± 3.34
325.1 ± 2.45
325.38 ± 3.5
324.6 ± 3.8
325.33 ± 2.69
324.48 ± 4.3
325.74 ± 3.11
I_Re_M_20_10
96.79 ± 1.71
95.64 ± 0.67
95.76 ± 0.52
95.29 ± 0.88
95.26 ± 0.87
94.71 ± 1.19
94.24 ± 1.46
94.6 ± 1.75
92.98 ± 2.27
92.79 ± 2.25
93.43 ± 1.94
92.88 ± 1.89
93.36 ± 2.13
93.31 ± 2.44
91.12 ± 1.53
90.9 ± 1.18
90.45 ± 0.68
91.24 ± 1.64
90.9 ± 1.39
90.95 ± 1.19
90.74 ± 1.16
I_Re_M_20_20
96.93 ± 2.14
95.6 ± 0.61
95.21 ± 0.72
93.79 ± 1.89
92.76 ± 2.14
91.07 ± 1.31
91.05 ± 1.4
89.9 ± 0.71
88.98 ± 1.39
89.29 ± 1.39
88.5 ± 1.67
88.02 ± 1.85
88.95 ± 1.38
88.1 ± 2.01
87.98 ± 2.03
87.74 ± 1.94
87.98 ± 1.78
87.88 ± 2.18
87.95 ± 1.97
88.64 ± 1.93
88.9 ± 1.64
I_Re_M_20_30
96.88 ± 1.62
95.4 ± 0.8
94.0 ± 1.93
93.45 ± 2.3
90.26 ± 0.68
89.62 ± 0.99
88.36 ± 1.87
85.83 ± 1.64
84.62 ± 0.73
84.29 ± 0.74
83.95 ± 1.04
84.05 ± 0.75
83.76 ± 1.11
83.6 ± 1.17
84.17 ± 0.81
84.19 ± 0.97
83.74 ± 1.12
83.83 ± 1.0
84.1 ± 0.71
83.88 ± 0.92
83.9 ± 1.01
I_Re_M_20_40
96.64 ± 1.65
94.86 ± 1.11
92.71 ± 2.36
90.5 ± 1.97
88.38 ± 1.72
85.88 ± 1.52
84.57 ± 0.57
82.67 ± 1.82
81.24 ± 2.0
81.21 ± 1.75
81.74 ± 2.13
80.76 ± 2.12
78.95 ± 0.82
79.19 ± 0.63
79.14 ± 0.77
79.14 ± 0.68
79.26 ± 0.5
79.17 ± 0.59
79.05 ± 0.93
79.17 ± 0.67
79.21 ± 0.87
I_Re_M_20_50
96.71 ± 1.56
94.33 ± 1.72
90.9 ± 1.28
88.83 ± 1.6
85.98 ± 1.85
83.67 ± 0.97
80.6 ± 1.54
78.98 ± 1.1
78.12 ± 1.03
78.07 ± 1.17
77.45 ± 1.3
76.69 ± 1.84
77.36 ± 1.24
77.6 ± 1.63
77.24 ± 1.35
77.74 ± 1.48
77.07 ± 1.73
77.24 ± 1.68
77.38 ± 1.66
76.93 ± 1.87
76.79 ± 1.72
I_Re_M_200_random
423.36 ± 11.09
406.07 ± 8.8
397.43 ± 6.46
390.05 ± 5.57
385.74 ± 4.98
382.21 ± 4.1
377.1 ± 4.18
374.93 ± 3.83
371.05 ± 4.25
370.14 ± 3.96
369.33 ± 3.57
368.43 ± 4.41
368.9 ± 3.37
367.38 ± 3.71
368.76 ± 4.4
368.36 ± 4.97
368.17 ± 4.44
368.21 ± 4.16
369.64 ± 3.6
369.69 ± 3.68
367.24 ± 5.24
I_Re_M_20_random
96.38 ± 1.7
94.69 ± 1.53
92.31 ± 1.88
90.6 ± 1.14
89.26 ± 1.39
87.43 ± 1.82
87.43 ± 1.93
87.57 ± 2.37
87.05 ± 1.98
85.98 ± 1.91
86.19 ± 1.83
85.6 ± 1.61
86.05 ± 1.73
85.45 ± 1.45
85.81 ± 1.52
85.52 ± 1.68
85.48 ± 1.42
85.86 ± 1.49
85.79 ± 1.49
85.69 ± 1.3
85.67 ± 1.84
I_Re_M_50_10
177.86 ± 2.62
176.79 ± 2.77
176.98 ± 2.61
175.02 ± 2.54
174.0 ± 2.43
173.88 ± 3.4
173.33 ± 2.35
172.98 ± 2.62
171.21 ± 2.65
170.9 ± 1.88
170.19 ± 3.37
170.38 ± 2.41
169.64 ± 2.21
170.05 ± 3.56
170.76 ± 2.79
170.31 ± 2.51
170.17 ± 2.38
169.36 ± 2.92
170.05 ± 2.51
170.0 ± 2.05
170.43 ± 2.67
I_Re_M_50_20
177.88 ± 2.29
176.81 ± 2.94
174.4 ± 2.81
173.0 ± 3.38
169.95 ± 2.51
169.1 ± 2.17
167.88 ± 2.57
165.52 ± 2.24
164.17 ± 2.13
162.31 ± 2.66
163.52 ± 2.68
162.17 ± 2.02
162.57 ± 2.2
161.93 ± 2.69
160.64 ± 2.11
160.93 ± 2.33
161.5 ± 2.67
160.86 ± 2.27
161.0 ± 1.81
160.43 ± 1.89
161.31 ± 3.12
I_Re_M_50_30
178.71 ± 2.9
176.17 ± 3.32
171.98 ± 2.71
169.45 ± 2.2
166.29 ± 2.39
164.81 ± 2.7
160.81 ± 2.33
158.43 ± 2.35
156.38 ± 2.3
155.17 ± 2.65
155.95 ± 2.53
154.5 ± 2.72
154.9 ± 3.35
153.26 ± 2.14
153.88 ± 2.63
153.71 ± 2.36
153.0 ± 1.9
153.07 ± 1.74
153.9 ± 3.14
153.6 ± 2.61
153.5 ± 2.17
I_Re_M_50_40
178.62 ± 3.01
174.5 ± 2.39
169.67 ± 2.33
167.26 ± 2.22
162.29 ± 2.22
159.24 ± 2.43
155.52 ± 2.67
152.57 ± 3.35
149.17 ± 2.41
148.79 ± 2.41
147.12 ± 2.34
146.79 ± 2.55
146.48 ± 2.32
146.33 ± 2.1
146.95 ± 2.51
146.69 ± 1.93
146.79 ± 2.32
147.14 ± 2.39
147.05 ± 2.77
147.14 ± 2.47
146.83 ± 1.98
I_Re_M_50_50
178.36 ± 2.93
173.62 ± 2.7
167.9 ± 2.24
163.76 ± 2.69
158.14 ± 2.76
154.19 ± 1.92
148.69 ± 2.3
145.9 ± 3.36
142.43 ± 2.56
142.45 ± 2.23
141.79 ± 2.24
140.57 ± 1.91
140.36 ± 3.18
140.33 ± 3.1
140.57 ± 2.01
141.19 ± 2.54
139.67 ± 2.12
139.71 ± 1.77
139.48 ± 2.35
140.5 ± 2.54
139.98 ± 2.28
I_Re_M_50_random
178.07 ± 2.56
174.07 ± 2.33
169.76 ± 2.01
167.17 ± 2.57
164.52 ± 2.57
163.36 ± 3.15
161.86 ± 3.04
159.52 ± 2.41
159.6 ± 2.54
157.86 ± 2.26
157.62 ± 2.87
157.1 ± 2.61
156.88 ± 2.99
156.26 ± 2.82
156.33 ± 2.23
157.48 ± 3.52
156.81 ± 2.46
156.33 ± 2.57
158.05 ± 2.35
156.98 ± 2.79
156.83 ± 2.42
Simulated Annealing Reduction Factor Results for the Real-world Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_Re_E_100_10
0.0
0.1
0.86
1.98
1.57
2.57
2.8
3.04
3.33
3.68
4.12
4.61
4.67
4.63
4.68
4.96
5.06
4.74
4.9
5.02
5.04
I_Re_E_100_20
0.0
0.88
1.51
3.2
4.36
4.38
5.79
6.38
7.54
8.52
9.46
9.6
9.72
10.07
9.87
10.36
9.91
9.91
9.85
10.21
10.34
I_Re_E_100_30
0.0
1.66
3.91
5.2
6.67
7.63
9.49
11.11
12.73
13.87
14.34
14.92
15.1
15.1
15.12
15.08
15.0
15.14
15.2
14.96
15.08
I_Re_E_100_40
0.0
2.68
4.93
7.33
8.7
11.06
12.88
15.56
17.43
18.92
19.18
19.64
20.13
19.94
19.59
19.88
19.74
19.56
19.72
19.82
19.76
I_Re_E_100_50
0.0
3.21
6.19
8.87
11.62
14.13
16.78
19.64
22.57
23.11
23.93
23.8
23.9
23.47
23.74
24.11
23.76
23.99
23.8
24.09
23.78
I_Re_E_100_random
0.0
2.69
4.4
6.65
7.75
9.06
10.06
11.01
11.08
12.2
12.36
12.65
12.65
12.81
12.56
12.87
12.64
12.64
12.3
13.05
12.46
I_Re_E_150_10
0.0
1.28
2.4
2.48
4.04
3.53
5.14
5.44
5.65
5.46
6.57
6.41
6.47
6.57
6.3
6.9
6.65
6.73
6.55
6.59
6.61
I_Re_E_150_20
0.0
0.81
3.69
4.6
5.01
5.68
6.74
7.53
8.78
9.55
10.55
10.73
10.99
10.92
10.81
11.06
11.25
11.22
10.98
11.06
10.95
I_Re_E_150_30
0.0
3.93
5.51
6.85
8.42
9.52
11.06
12.21
14.17
15.58
16.26
16.59
16.72
16.75
16.77
16.72
16.86
16.97
16.77
16.87
16.9
I_Re_E_150_40
0.0
4.28
6.36
8.47
10.07
11.93
14.34
16.46
18.86
20.12
20.72
20.79
20.99
21.06
21.2
20.99
21.11
20.95
21.0
21.13
20.81
I_Re_E_150_50
0.0
4.24
7.06
9.68
12.27
14.81
18.17
20.54
23.49
24.03
24.68
24.92
24.81
25.12
24.89
25.03
24.89
24.81
24.81
24.74
24.75
I_Re_E_150_random
0.0
4.22
5.91
7.46
9.45
10.68
11.63
12.24
13.11
13.47
13.61
14.06
14.0
13.92
13.77
13.96
14.09
14.09
13.81
14.1
13.96
I_Re_E_200_10
0.0
0.47
1.69
2.29
3.46
3.89
4.87
5.59
6.39
6.79
6.99
7.54
7.46
7.47
7.68
7.9
7.72
7.87
7.8
7.31
7.66
I_Re_E_200_20
0.0
2.94
4.67
6.25
7.2
8.43
9.38
10.42
11.13
11.76
12.56
12.58
12.85
12.81
12.75
12.69
13.05
12.7
13.01
12.99
13.02
I_Re_E_200_30
0.0
3.73
6.22
7.23
8.64
10.27
11.86
13.24
14.95
16.12
16.53
16.91
16.92
16.74
16.85
16.81
16.85
16.73
16.98
16.76
16.93
I_Re_E_200_40
0.0
4.57
7.79
9.76
11.39
13.75
15.3
17.77
20.03
20.9
21.34
21.86
21.84
21.72
21.85
21.98
21.66
21.74
21.78
21.65
21.96
I_Re_E_200_50
0.0
5.34
9.11
11.61
14.19
16.97
19.75
22.64
24.82
25.18
26.03
26.16
26.3
26.3
26.12
26.21
25.87
26.05
25.93
25.97
25.94
I_Re_E_20_10
0.0
2.54
2.06
2.89
2.89
3.16
3.09
3.3
3.3
3.85
3.98
3.3
3.51
3.23
4.81
5.57
6.39
6.53
6.12
5.77
5.84
I_Re_E_20_20
0.0
2.61
3.29
3.23
3.57
5.91
7.0
7.55
9.41
9.2
9.2
9.47
9.55
9.41
9.47
9.41
9.47
9.41
9.41
9.41
9.55
I_Re_E_20_30
0.0
3.08
3.49
6.09
9.45
8.83
9.51
10.33
13.49
12.8
13.41
14.78
15.47
14.85
15.4
14.78
15.47
15.61
15.67
14.99
15.4
I_Re_E_20_40
0.0
2.01
4.45
6.74
8.2
8.83
11.89
14.25
14.53
14.88
14.53
14.88
16.55
15.86
15.99
16.76
15.78
16.2
16.41
15.3
17.11
I_Re_E_20_50
0.0
3.03
6.81
9.22
10.39
14.79
15.41
17.54
20.77
19.81
19.39
21.6
21.6
21.6
21.6
21.6
21.6
21.6
21.6
21.6
21.6
I_Re_E_200_random
0.0
4.83
6.79
8.74
10.01
11.2
12.2
13.02
13.49
13.64
13.87
14.02
14.15
13.77
14.06
14.0
13.5
13.9
13.96
13.79
14.15
I_Re_E_20_random
0.0
2.21
3.86
5.93
8.62
8.82
8.89
8.89
9.03
9.1
9.38
9.1
9.51
10.0
9.38
10.0
9.3
9.92
9.79
9.58
9.65
I_Re_E_50_10
0.0
0.89
1.56
1.47
2.68
2.96
3.31
3.95
4.62
4.72
5.92
5.64
5.67
5.99
5.92
5.86
5.73
5.86
5.77
5.96
6.31
I_Re_E_50_20
0.0
0.83
2.21
3.07
4.58
5.5
6.62
7.26
8.51
9.15
9.72
10.01
10.72
10.75
10.75
10.62
10.62
10.53
10.05
10.62
10.84
I_Re_E_50_30
0.0
1.63
4.28
5.05
7.28
8.59
10.06
11.08
12.81
13.86
14.66
14.95
15.37
15.46
15.43
15.65
15.4
15.4
15.4
15.65
15.78
I_Re_E_50_40
0.0
2.24
4.99
6.84
9.85
10.97
13.52
15.03
17.33
18.32
19.25
19.31
19.22
19.41
19.37
18.99
19.22
19.5
19.22
19.41
19.25
I_Re_E_50_50
0.0
2.05
6.26
8.76
11.42
13.44
16.94
19.03
21.78
21.85
22.88
23.16
23.16
23.23
23.2
23.26
22.94
23.58
23.48
23.39
23.36
I_Re_E_50_random
0.0
2.17
5.05
6.65
8.67
9.31
10.42
11.09
11.74
11.9
12.22
12.44
12.41
13.24
12.5
12.53
12.6
12.82
12.38
12.44
12.63
I_Re_M_100_10
0.0
0.03
1.23
1.06
1.5
2.32
2.64
2.91
3.68
3.25
4.0
4.27
3.73
3.86
4.33
3.99
4.66
4.23
4.3
3.3
4.28
I_Re_M_100_20
0.0
1.3
2.43
3.14
4.0
4.75
5.45
5.81
7.48
7.87
8.56
8.26
8.76
8.74
8.84
9.42
8.95
9.21
8.79
8.8
9.06
I_Re_M_100_30
0.0
1.35
2.91
4.28
5.41
7.07
8.64
9.97
11.29
11.71
12.39
12.83
13.34
12.78
13.04
12.85
12.66
13.15
13.05
13.07
13.18
I_Re_M_100_40
0.0
2.65
4.36
6.52
8.15
10.28
12.08
14.6
15.57
16.23
17.51
17.57
17.65
17.55
17.79
17.31
17.59
17.37
17.43
17.42
17.61
I_Re_M_100_50
0.0
2.48
5.33
8.36
10.42
13.02
16.26
18.92
20.57
21.14
21.44
21.86
21.78
22.11
21.83
21.75
21.77
21.72
21.55
21.75
21.76
I_Re_M_100_random
0.0
1.98
3.73
5.69
6.66
8.25
8.82
9.75
10.07
10.66
10.64
11.05
10.92
10.4
10.76
10.69
10.88
10.89
11.0
10.65
10.93
I_Re_M_150_10
0.0
0.19
0.21
1.31
3.13
2.77
2.7
2.92
3.6
4.25
4.75
4.6
4.59
5.17
4.36
4.86
4.41
4.72
4.8
4.03
4.6
I_Re_M_150_20
0.0
2.5
3.98
4.53
5.13
5.48
6.37
7.16
7.74
8.18
8.95
8.68
9.37
9.07
9.16
9.3
9.15
9.66
9.59
9.61
9.78
I_Re_M_150_30
0.0
2.86
3.94
5.53
6.79
7.31
9.16
9.96
11.44
12.77
12.79
13.09
13.87
13.72
13.36
13.37
13.11
13.15
13.28
13.36
13.5
I_Re_M_150_40
0.0
3.13
5.36
6.58
8.41
10.16
12.01
14.04
15.93
17.07
17.07
17.62
17.59
17.6
17.71
17.71
18.03
17.66
17.79
17.66
17.6
I_Re_M_150_50
0.0
3.38
6.06
7.69
10.18
12.44
15.29
17.66
19.82
20.71
21.1
21.12
20.98
21.22
21.2
20.92
21.05
20.82
21.38
21.0
21.03
I_Re_M_150_random
0.0
1.98
3.53
4.93
6.29
7.37
8.23
8.64
9.49
10.15
10.09
10.52
10.19
9.98
10.13
10.04
10.47
10.04
10.42
10.41
9.9
I_Re_M_200_10
0.0
1.29
2.51
2.55
3.92
4.07
4.86
4.91
5.81
6.46
6.8
6.78
6.78
6.64
7.07
7.25
7.23
6.81
6.76
7.21
7.36
I_Re_M_200_20
0.0
2.7
3.77
4.97
5.87
6.61
7.57
8.07
8.86
9.65
10.24
10.12
9.95
10.55
10.08
10.39
10.3
10.35
10.73
10.32
10.52
I_Re_M_200_30
0.0
2.73
4.76
6.41
7.63
8.02
9.48
10.83
12.11
13.37
13.57
13.87
13.91
13.97
13.86
14.13
14.15
14.06
14.11
14.16
14.15
I_Re_M_200_40
0.0
5.59
7.54
8.99
10.55
11.85
13.76
15.49
17.81
18.73
19.34
19.66
19.76
19.56
19.58
19.41
19.58
19.45
19.2
19.77
19.33
I_Re_M_200_50
0.0
5.31
7.66
10.0
11.77
14.28
16.91
19.77
21.99
22.62
22.92
23.1
23.2
23.32
23.11
23.2
23.14
23.32
23.15
23.35
23.05
I_Re_M_20_10
0.0
1.19
1.06
1.55
1.58
2.15
2.63
2.26
3.94
4.13
3.47
4.04
3.54
3.6
5.86
6.09
6.55
5.73
6.09
6.03
6.25
I_Re_M_20_20
0.0
1.37
1.77
3.24
4.3
6.05
6.07
7.25
8.2
7.88
8.7
9.19
8.23
9.11
9.23
9.48
9.23
9.34
9.26
8.55
8.28
I_Re_M_20_30
0.0
1.53
2.97
3.54
6.83
7.49
8.79
11.41
12.65
13.0
13.35
13.24
13.54
13.71
13.12
13.1
13.56
13.47
13.19
13.42
13.4
I_Re_M_20_40
0.0
1.84
4.07
6.35
8.55
11.13
12.49
14.46
15.94
15.97
15.42
16.43
18.31
18.06
18.11
18.11
17.98
18.08
18.2
18.08
18.04
I_Re_M_20_50
0.0
2.46
6.01
8.15
11.1
13.48
16.66
18.33
19.22
19.27
19.92
20.7
20.01
19.76
20.13
19.62
20.31
20.13
19.99
20.45
20.6
I_Re_M_200_random
0.0
4.08
6.12
7.87
8.89
9.72
10.93
11.44
12.36
12.57
12.76
12.97
12.86
13.22
12.9
12.99
13.04
13.03
12.69
12.68
13.26
I_Re_M_20_random
0.0
1.75
4.22
6.0
7.39
9.29
9.29
9.14
9.68
10.79
10.57
11.18
10.72
11.34
10.97
11.27
11.31
10.92
10.99
11.09
11.11
I_Re_M_50_10
0.0
0.6
0.49
1.6
2.17
2.24
2.55
2.74
3.74
3.91
4.31
4.21
4.62
4.39
3.99
4.24
4.32
4.78
4.39
4.42
4.18
I_Re_M_50_20
0.0
0.6
1.96
2.74
4.46
4.94
5.62
6.95
7.71
8.75
8.07
8.83
8.61
8.97
9.69
9.53
9.21
9.57
9.49
9.81
9.32
I_Re_M_50_30
0.0
1.42
3.77
5.18
6.95
7.78
10.02
11.35
12.5
13.17
12.74
13.55
13.32
14.24
13.89
13.99
14.39
14.35
13.88
14.05
14.11
I_Re_M_50_40
0.0
2.31
5.01
6.36
9.14
10.85
12.93
14.58
16.49
16.7
17.64
17.82
17.99
18.08
17.73
17.88
17.82
17.62
17.67
17.62
17.8
I_Re_M_50_50
0.0
2.66
5.86
8.19
11.34
13.55
16.63
18.2
20.14
20.13
20.5
21.19
21.31
21.32
21.19
20.84
21.69
21.67
21.8
21.23
21.52
I_Re_M_50_random
0.0
2.25
4.67
6.12
7.61
8.26
9.1
10.42
10.37
11.35
11.48
11.78
11.9
12.25
12.21
11.56
11.94
12.21
11.24
11.84
11.93
Random Search Fitness Value Results for the Real-world Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_Re_E_100_10
428.58 ± 3.91
427.08 ± 4.75
425.08 ± 4.45
421.92 ± 4.01
421.0 ± 4.73
419.67 ± 4.17
417.83 ± 4.12
416.58 ± 4.35
416.75 ± 4.19
413.5 ± 5.23
412.17 ± 4.07
410.33 ± 3.91
408.08 ± 3.63
407.58 ± 3.26
410.58 ± 3.96
408.83 ± 3.4
408.42 ± 3.79
408.75 ± 4.07
410.17 ± 3.47
408.83 ± 3.01
409.08 ± 3.26
I_Re_E_100_20
427.58 ± 3.56
424.67 ± 4.17
421.0 ± 4.26
417.5 ± 4.03
412.67 ± 3.29
409.58 ± 3.98
406.75 ± 4.43
402.08 ± 2.82
396.92 ± 4.17
393.17 ± 3.09
389.67 ± 2.3
390.25 ± 3.38
389.08 ± 3.74
388.17 ± 3.41
388.33 ± 3.5
388.0 ± 3.73
388.17 ± 3.47
387.83 ± 3.46
387.83 ± 2.48
388.25 ± 3.49
386.92 ± 3.4
I_Re_E_100_30
428.33 ± 4.1
423.17 ± 4.08
416.08 ± 4.5
409.08 ± 3.32
403.92 ± 3.75
398.42 ± 3.38
391.25 ± 2.8
385.17 ± 3.22
378.42 ± 2.85
373.92 ± 3.58
370.42 ± 3.3
368.33 ± 2.61
367.5 ± 2.89
367.33 ± 3.41
367.67 ± 2.81
367.42 ± 2.28
368.58 ± 3.58
366.75 ± 2.97
367.92 ± 3.23
368.83 ± 3.69
368.08 ± 3.07
I_Re_E_100_40
428.83 ± 6.64
419.75 ± 3.84
410.67 ± 4.08
401.33 ± 3.21
393.92 ± 3.52
384.83 ± 3.59
377.25 ± 2.98
366.75 ± 3.36
359.08 ± 2.99
351.83 ± 2.73
350.42 ± 2.42
348.5 ± 2.78
348.83 ± 3.01
348.83 ± 3.01
348.25 ± 3.54
348.5 ± 2.86
348.83 ± 3.69
348.92 ± 2.79
348.17 ± 1.82
348.0 ± 2.36
348.67 ± 2.79
I_Re_E_100_50
426.83 ± 4.7
418.08 ± 4.99
405.83 ± 3.18
393.33 ± 3.61
383.33 ± 3.61
371.42 ± 3.21
361.17 ± 2.94
349.08 ± 3.32
337.83 ± 2.79
335.42 ± 3.3
332.67 ± 3.87
330.75 ± 2.75
332.33 ± 3.47
331.42 ± 2.71
330.67 ± 3.65
330.42 ± 2.15
331.0 ± 2.86
330.75 ± 2.43
331.25 ± 4.02
331.25 ± 2.02
331.33 ± 2.64
I_Re_E_100_random
430.42 ± 5.17
420.42 ± 5.17
411.5 ± 3.07
404.17 ± 3.31
398.42 ± 3.68
392.58 ± 4.16
386.42 ± 3.27
383.83 ± 2.48
381.83 ± 3.02
380.08 ± 3.45
378.5 ± 3.39
378.42 ± 3.13
376.75 ± 2.34
378.5 ± 3.33
377.08 ± 2.33
378.25 ± 3.17
377.58 ± 3.06
377.75 ± 3.84
376.92 ± 3.33
377.83 ± 3.34
378.75 ± 3.34
I_Re_E_150_10
582.67 ± 7.61
584.33 ± 8.71
580.17 ± 7.39
578.42 ± 5.53
578.67 ± 6.67
576.33 ± 5.8
573.75 ± 6.57
573.75 ± 4.78
572.0 ± 5.64
570.08 ± 7.11
566.75 ± 5.09
565.0 ± 4.33
565.08 ± 4.49
564.42 ± 5.39
564.17 ± 3.84
563.17 ± 4.7
566.0 ± 5.39
564.08 ± 5.61
563.33 ± 4.62
564.42 ± 4.41
565.0 ± 4.52
I_Re_E_150_20
583.42 ± 8.65
581.5 ± 6.88
579.25 ± 7.86
574.67 ± 5.91
570.0 ± 5.59
566.5 ± 4.59
559.0 ± 4.41
556.42 ± 3.8
550.17 ± 4.18
545.92 ± 5.02
539.75 ± 3.05
538.5 ± 3.39
537.67 ± 4.28
536.5 ± 4.21
537.0 ± 4.54
537.33 ± 4.08
537.33 ± 3.47
535.58 ± 4.22
536.42 ± 3.46
537.17 ± 4.41
535.75 ± 3.24
I_Re_E_150_30
581.58 ± 9.52
580.92 ± 8.23
572.25 ± 5.96
565.83 ± 5.01
556.92 ± 4.41
550.5 ± 3.95
542.83 ± 4.73
534.33 ± 3.98
522.92 ± 3.3
515.67 ± 3.65
512.42 ± 4.11
509.58 ± 3.71
508.08 ± 3.33
511.33 ± 4.6
509.0 ± 3.45
507.17 ± 3.8
507.75 ± 3.73
508.5 ± 4.26
507.83 ± 3.52
508.17 ± 3.02
508.25 ± 3.77
I_Re_E_150_40
581.0 ± 6.51
576.25 ± 5.66
566.42 ± 5.69
556.17 ± 4.95
544.33 ± 3.98
534.83 ± 3.82
521.08 ± 3.91
508.92 ± 4.07
494.67 ± 3.86
488.75 ± 3.64
484.25 ± 2.9
481.0 ± 2.93
481.92 ± 2.64
481.83 ± 2.95
480.5 ± 3.12
482.0 ± 3.44
481.5 ± 3.45
481.08 ± 2.94
480.67 ± 3.35
481.0 ± 3.57
482.33 ± 3.59
I_Re_E_150_50
584.08 ± 10.05
574.33 ± 6.77
559.25 ± 4.14
545.0 ± 3.59
531.0 ± 3.2
515.33 ± 2.3
499.42 ± 3.07
483.25 ± 2.82
465.0 ± 3.03
463.33 ± 5.34
456.75 ± 2.75
456.42 ± 2.94
457.83 ± 3.8
456.92 ± 3.58
456.83 ± 3.87
457.33 ± 3.59
457.08 ± 3.48
455.75 ± 3.3
457.5 ± 3.82
456.67 ± 2.27
456.08 ± 2.64
I_Re_E_150_random
582.42 ± 7.71
576.25 ± 6.01
566.25 ± 4.99
557.33 ± 3.87
551.08 ± 5.39
539.58 ± 3.6
535.92 ± 4.21
530.17 ± 3.02
527.25 ± 3.44
525.0 ± 3.76
524.17 ± 4.62
523.25 ± 5.41
520.5 ± 3.25
520.75 ± 4.14
520.33 ± 3.64
520.25 ± 3.67
521.08 ± 3.69
521.33 ± 4.82
521.5 ± 3.33
521.5 ± 3.91
521.33 ± 2.94
I_Re_E_200_10
730.17 ± 7.27
728.75 ± 9.57
728.92 ± 12.81
727.33 ± 9.51
729.58 ± 7.67
728.42 ± 9.52
727.92 ± 8.42
724.83 ± 6.92
722.75 ± 7.2
721.92 ± 6.91
719.33 ± 4.78
719.17 ± 5.79
716.33 ± 5.91
716.25 ± 4.51
718.83 ± 8.33
715.83 ± 6.5
716.75 ± 5.48
717.08 ± 7.75
717.5 ± 6.36
717.08 ± 5.63
717.0 ± 5.93
I_Re_E_200_20
729.92 ± 9.63
729.67 ± 9.33
729.83 ± 8.26
725.67 ± 8.09
719.58 ± 6.46
715.75 ± 4.66
711.08 ± 5.62
706.25 ± 4.91
698.0 ± 4.54
690.08 ± 5.97
689.33 ± 4.74
686.25 ± 5.19
683.92 ± 4.22
685.08 ± 4.26
685.17 ± 3.47
684.42 ± 4.17
683.75 ± 4.6
685.25 ± 4.49
683.83 ± 3.58
684.0 ± 4.86
684.83 ± 4.61
I_Re_E_200_30
728.33 ± 9.04
730.17 ± 9.75
721.75 ± 8.66
715.58 ± 5.15
710.0 ± 5.12
699.5 ± 4.44
688.83 ± 4.6
678.08 ± 4.69
665.92 ± 5.75
656.92 ± 2.94
652.75 ± 4.58
650.25 ± 4.0
649.42 ± 3.46
649.67 ± 3.4
649.58 ± 4.96
649.58 ± 3.82
649.0 ± 4.01
650.25 ± 4.15
649.92 ± 3.19
650.08 ± 3.79
650.5 ± 4.2
I_Re_E_200_40
727.75 ± 6.87
727.33 ± 9.04
716.25 ± 5.31
705.83 ± 6.59
691.58 ± 5.02
678.5 ± 4.45
663.58 ± 4.55
645.17 ± 4.91
629.17 ± 4.35
621.5 ± 3.63
619.17 ± 3.89
615.67 ± 3.59
615.42 ± 3.88
615.25 ± 3.31
615.83 ± 4.49
615.58 ± 4.77
615.75 ± 3.72
616.83 ± 3.76
615.08 ± 4.68
613.92 ± 4.73
615.5 ± 3.38
I_Re_E_200_50
728.08 ± 9.3
727.25 ± 8.88
709.75 ± 4.44
694.58 ± 6.29
675.5 ± 4.25
656.33 ± 4.17
633.33 ± 3.84
609.83 ± 4.42
596.0 ± 5.69
590.58 ± 4.64
586.0 ± 4.9
584.75 ± 3.84
582.83 ± 3.52
583.75 ± 3.34
584.25 ± 3.72
583.42 ± 2.92
582.58 ± 3.5
584.0 ± 3.57
583.25 ± 3.3
584.5 ± 4.15
583.0 ± 3.25
I_Re_E_20_10
123.17 ± 3.16
118.75 ± 2.8
120.0 ± 3.54
118.0 ± 1.87
117.75 ± 1.35
117.5 ± 0.0
117.5 ± 0.0
117.5 ± 0.0
117.5 ± 0.0
117.42 ± 0.45
117.5 ± 0.0
117.42 ± 0.45
117.5 ± 0.0
117.5 ± 0.0
117.5 ± 0.0
116.5 ± 2.55
116.25 ± 2.56
115.67 ± 2.95
116.58 ± 2.28
115.83 ± 2.76
115.75 ± 3.17
I_Re_E_20_20
123.17 ± 3.16
119.92 ± 3.45
117.75 ± 1.35
117.5 ± 0.0
117.5 ± 0.0
117.0 ± 1.87
116.0 ± 3.0
113.0 ± 3.67
110.5 ± 1.87
110.25 ± 1.35
110.25 ± 1.35
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
I_Re_E_20_30
123.08 ± 3.14
117.75 ± 1.35
117.5 ± 0.0
116.42 ± 2.56
114.08 ± 3.62
111.75 ± 3.17
110.25 ± 1.35
110.0 ± 0.0
108.75 ± 2.56
109.42 ± 1.9
108.17 ± 3.16
103.83 ± 2.72
104.5 ± 3.32
104.25 ± 3.17
103.42 ± 2.37
105.0 ± 3.54
104.17 ± 3.05
104.0 ± 3.0
104.42 ± 3.21
104.25 ± 3.17
104.25 ± 3.17
I_Re_E_20_40
122.67 ± 3.41
117.5 ± 0.0
116.5 ± 2.29
113.17 ± 3.65
110.25 ± 1.35
110.0 ± 0.0
109.17 ± 2.27
104.5 ± 3.32
102.5 ± 0.0
102.5 ± 0.0
102.5 ± 0.0
102.5 ± 0.0
102.5 ± 0.0
102.5 ± 0.0
102.5 ± 0.0
102.25 ± 1.35
102.42 ± 0.45
102.42 ± 0.45
102.42 ± 0.45
102.42 ± 0.45
101.83 ± 1.93
I_Re_E_20_50
124.08 ± 2.28
117.5 ± 0.0
116.42 ± 2.56
110.25 ± 1.35
109.92 ± 0.45
104.0 ± 3.0
102.5 ± 0.0
102.42 ± 0.45
100.92 ± 2.78
99.5 ± 3.5
99.92 ± 3.32
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
95.0 ± 0.0
I_Re_E_200_random
728.5 ± 8.82
727.42 ± 7.71
722.08 ± 6.8
710.17 ± 5.59
699.83 ± 7.01
691.5 ± 4.16
685.33 ± 4.46
681.42 ± 5.8
677.08 ± 3.88
673.0 ± 3.44
672.5 ± 3.59
671.75 ± 4.34
673.0 ± 5.22
669.75 ± 4.67
671.67 ± 4.1
670.83 ± 3.25
671.58 ± 3.45
671.83 ± 5.32
670.92 ± 5.26
671.5 ± 5.46
672.42 ± 6.27
I_Re_E_20_random
123.08 ± 3.14
117.75 ± 1.35
117.5 ± 0.0
115.75 ± 2.97
113.17 ± 3.65
111.75 ± 2.97
111.58 ± 2.92
110.25 ± 1.35
110.25 ± 1.35
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
110.0 ± 0.0
I_Re_E_50_10
263.08 ± 3.21
261.83 ± 3.22
260.67 ± 3.29
260.0 ± 3.48
257.25 ± 2.98
256.0 ± 2.78
254.58 ± 2.74
255.08 ± 2.99
252.92 ± 3.77
252.0 ± 2.36
251.17 ± 2.72
249.83 ± 2.49
250.25 ± 2.61
250.25 ± 2.69
248.58 ± 1.54
248.5 ± 2.2
248.5 ± 2.2
249.0 ± 2.29
248.75 ± 3.08
248.08 ± 2.47
249.75 ± 2.45
I_Re_E_50_20
263.0 ± 2.92
260.25 ± 3.12
256.92 ± 2.79
254.42 ± 2.71
252.17 ± 2.56
249.42 ± 2.94
246.75 ± 3.6
245.33 ± 3.27
242.42 ± 2.62
239.58 ± 2.59
237.83 ± 2.21
237.67 ± 2.73
236.42 ± 2.79
235.83 ± 2.53
236.33 ± 2.21
235.83 ± 2.27
236.33 ± 3.21
236.83 ± 2.66
236.25 ± 2.3
236.17 ± 2.39
236.25 ± 2.39
I_Re_E_50_30
263.0 ± 3.5
259.25 ± 2.82
253.33 ± 3.31
249.33 ± 2.58
245.92 ± 2.62
242.75 ± 2.69
237.67 ± 2.73
234.33 ± 2.03
230.0 ± 2.24
227.42 ± 2.85
225.58 ± 2.79
225.5 ± 2.08
224.08 ± 2.62
224.17 ± 2.17
224.5 ± 2.61
224.5 ± 2.18
224.42 ± 2.11
224.58 ± 2.74
224.17 ± 2.53
224.08 ± 2.09
223.75 ± 1.91
I_Re_E_50_40
262.92 ± 2.51
258.67 ± 2.11
250.58 ± 2.86
245.5 ± 2.08
238.67 ± 2.39
235.83 ± 2.76
229.33 ± 2.32
224.83 ± 2.32
219.42 ± 2.01
216.0 ± 2.1
215.92 ± 2.37
214.08 ± 2.62
214.17 ± 2.17
213.67 ± 2.87
213.83 ± 1.91
214.5 ± 2.18
213.75 ± 1.91
214.42 ± 2.21
214.17 ± 1.75
213.75 ± 1.91
214.17 ± 2.69
I_Re_E_50_50
263.08 ± 3.4
256.58 ± 2.92
247.17 ± 2.72
242.33 ± 3.02
233.33 ± 2.44
227.75 ± 2.53
219.67 ± 2.56
214.92 ± 3.26
208.25 ± 2.82
205.83 ± 2.44
204.67 ± 2.39
204.83 ± 3.65
203.67 ± 2.3
203.5 ± 2.55
203.67 ± 2.3
203.67 ± 2.56
203.17 ± 1.93
203.5 ± 2.1
203.92 ± 3.01
203.08 ± 2.39
203.42 ± 2.28
I_Re_E_50_random
263.67 ± 3.08
257.67 ± 2.41
250.75 ± 2.43
246.83 ± 3.22
242.08 ± 2.33
238.75 ± 2.56
236.67 ± 2.44
235.33 ± 2.79
233.33 ± 3.5
234.33 ± 3.22
233.33 ± 2.27
232.42 ± 2.28
232.0 ± 3.12
232.0 ± 3.19
231.08 ± 2.64
231.92 ± 2.47
231.25 ± 2.48
230.92 ± 2.46
231.25 ± 2.87
232.58 ± 2.46
232.67 ± 1.93
I_Re_M_100_10
275.48 ± 3.76
276.36 ± 2.55
274.14 ± 3.42
274.74 ± 3.24
272.17 ± 3.04
273.07 ± 3.14
271.26 ± 3.75
270.48 ± 3.22
270.38 ± 4.0
268.36 ± 2.72
268.52 ± 3.34
268.12 ± 3.12
266.74 ± 2.8
266.67 ± 2.42
266.83 ± 2.76
267.57 ± 2.71
267.6 ± 3.17
266.24 ± 2.18
265.69 ± 2.02
267.26 ± 2.45
267.67 ± 3.1
I_Re_M_100_20
276.79 ± 2.97
275.67 ± 4.12
272.67 ± 3.6
270.76 ± 2.5
269.05 ± 3.43
266.9 ± 3.62
264.12 ± 2.65
263.36 ± 2.74
260.36 ± 2.9
258.12 ± 2.69
256.83 ± 2.09
256.21 ± 2.29
256.38 ± 3.32
255.33 ± 2.59
254.69 ± 3.04
255.19 ± 3.15
254.79 ± 2.32
255.12 ± 2.74
254.98 ± 2.22
255.24 ± 3.64
254.86 ± 3.0
I_Re_M_100_30
276.88 ± 4.78
273.98 ± 3.3
270.43 ± 3.57
266.4 ± 2.44
263.17 ± 2.32
260.19 ± 2.35
256.14 ± 2.74
252.33 ± 2.17
248.62 ± 2.74
246.55 ± 2.22
245.95 ± 3.1
244.14 ± 2.07
244.12 ± 2.72
244.07 ± 2.43
243.81 ± 2.52
244.14 ± 2.6
243.36 ± 1.61
243.4 ± 2.52
243.98 ± 1.89
243.24 ± 2.17
243.98 ± 2.39
I_Re_M_100_40
276.86 ± 4.04
272.29 ± 3.68
266.81 ± 3.16
261.19 ± 2.74
257.76 ± 2.9
250.98 ± 1.71
247.0 ± 3.03
240.17 ± 2.4
237.24 ± 2.84
235.05 ± 2.14
235.19 ± 3.61
233.12 ± 1.89
232.62 ± 2.55
232.62 ± 3.13
232.64 ± 2.43
232.76 ± 2.37
232.86 ± 2.13
232.86 ± 2.54
234.07 ± 2.78
232.43 ± 1.76
232.43 ± 2.42
I_Re_M_100_50
275.74 ± 3.58
270.9 ± 3.31
264.12 ± 3.02
257.9 ± 3.18
252.6 ± 2.99
245.57 ± 3.23
237.95 ± 2.4
230.29 ± 2.42
226.79 ± 2.14
225.71 ± 3.38
223.26 ± 2.36
221.45 ± 2.42
221.6 ± 2.02
221.5 ± 2.51
221.43 ± 3.0
222.1 ± 2.24
221.88 ± 2.26
222.24 ± 2.59
222.67 ± 3.02
221.62 ± 2.28
221.6 ± 2.57
I_Re_M_100_random
277.64 ± 4.43
271.33 ± 3.0
268.88 ± 2.82
264.9 ± 3.04
261.69 ± 3.25
256.67 ± 2.29
256.21 ± 3.44
254.19 ± 2.7
252.48 ± 3.03
250.38 ± 2.47
250.69 ± 2.7
249.98 ± 2.67
250.79 ± 3.22
250.29 ± 3.06
251.07 ± 2.98
249.83 ± 2.02
250.0 ± 3.16
249.9 ± 2.11
250.55 ± 2.47
250.45 ± 2.72
249.67 ± 3.05
I_Re_M_150_10
342.1 ± 5.4
343.69 ± 4.34
341.26 ± 4.62
341.98 ± 4.99
340.17 ± 3.64
339.95 ± 4.41
340.26 ± 3.55
340.29 ± 4.63
337.52 ± 3.4
336.93 ± 3.3
335.9 ± 3.49
335.29 ± 2.74
337.43 ± 4.75
335.19 ± 3.45
335.05 ± 3.48
336.64 ± 3.21
335.12 ± 4.25
334.93 ± 3.18
336.43 ± 4.4
334.93 ± 3.7
336.14 ± 3.85
I_Re_M_150_20
340.79 ± 4.28
341.93 ± 4.88
341.31 ± 4.44
338.26 ± 3.43
338.17 ± 3.7
335.67 ± 3.79
331.31 ± 2.69
330.98 ± 2.55
328.6 ± 3.25
324.81 ± 2.67
323.9 ± 2.83
323.24 ± 2.94
322.12 ± 2.84
321.74 ± 3.17
323.07 ± 2.9
323.07 ± 3.91
321.81 ± 2.43
321.55 ± 2.92
323.19 ± 3.44
322.71 ± 3.74
323.1 ± 2.81
I_Re_M_150_30
342.69 ± 4.89
341.67 ± 4.42
338.43 ± 4.1
334.62 ± 3.07
332.57 ± 3.37
328.64 ± 2.9
324.57 ± 2.97
320.45 ± 3.69
314.95 ± 2.72
311.33 ± 2.78
309.95 ± 2.59
308.14 ± 2.32
306.38 ± 1.96
307.71 ± 2.6
308.5 ± 2.28
309.21 ± 3.07
307.9 ± 2.53
308.36 ± 3.15
308.1 ± 2.82
307.29 ± 2.74
307.12 ± 2.42
I_Re_M_150_40
343.19 ± 6.37
340.69 ± 5.25
336.14 ± 4.53
330.88 ± 2.49
325.36 ± 3.56
320.43 ± 3.71
312.74 ± 2.5
306.36 ± 2.62
300.36 ± 2.87
297.0 ± 2.27
295.24 ± 2.58
293.81 ± 2.91
294.45 ± 2.97
293.05 ± 2.78
294.24 ± 3.36
293.48 ± 2.66
294.71 ± 2.91
294.33 ± 2.68
294.38 ± 2.92
294.36 ± 2.69
293.88 ± 3.13
I_Re_M_150_50
344.02 ± 6.1
339.76 ± 4.67
333.19 ± 3.35
325.36 ± 2.37
317.67 ± 2.9
311.9 ± 3.15
301.93 ± 3.34
293.07 ± 3.46
284.95 ± 2.74
282.74 ± 3.24
280.95 ± 3.08
280.64 ± 3.24
279.57 ± 3.06
281.14 ± 2.69
280.05 ± 2.56
280.29 ± 3.01
281.6 ± 3.19
280.55 ± 3.01
280.86 ± 3.31
281.57 ± 3.57
279.69 ± 2.57
I_Re_M_150_random
342.17 ± 3.78
340.19 ± 3.7
336.31 ± 3.61
332.31 ± 3.12
328.07 ± 3.17
324.43 ± 3.08
320.88 ± 2.7
320.12 ± 3.51
317.67 ± 3.39
316.6 ± 3.36
316.07 ± 3.87
314.95 ± 3.31
313.81 ± 2.64
314.29 ± 3.23
314.52 ± 3.38
315.07 ± 4.31
314.86 ± 2.79
314.67 ± 2.67
314.64 ± 2.98
314.74 ± 3.67
314.57 ± 2.57
I_Re_M_200_10
404.6 ± 6.71
403.93 ± 5.71
401.93 ± 4.9
403.5 ± 4.93
401.45 ± 4.3
402.4 ± 4.07
402.86 ± 4.44
401.88 ± 5.54
403.26 ± 5.6
400.57 ± 4.6
401.19 ± 4.01
399.07 ± 4.0
401.21 ± 4.93
398.45 ± 3.51
399.0 ± 3.54
398.48 ± 3.5
400.64 ± 4.52
398.36 ± 3.76
399.81 ± 4.47
399.6 ± 4.26
398.24 ± 5.21
I_Re_M_200_20
403.71 ± 5.35
405.02 ± 6.75
402.69 ± 5.18
400.43 ± 3.76
400.38 ± 4.76
398.86 ± 4.21
397.62 ± 3.97
394.26 ± 3.77
392.62 ± 4.59
387.9 ± 2.76
386.98 ± 3.49
385.79 ± 3.39
384.6 ± 3.64
385.83 ± 2.63
384.5 ± 3.26
385.14 ± 2.64
385.21 ± 3.54
386.26 ± 3.54
385.43 ± 5.01
385.45 ± 3.94
384.93 ± 3.08
I_Re_M_200_30
403.0 ± 3.37
404.33 ± 5.24
402.24 ± 4.77
398.98 ± 3.09
395.29 ± 2.26
391.79 ± 4.05
387.98 ± 3.7
381.67 ± 3.32
376.52 ± 4.08
371.55 ± 3.49
369.43 ± 3.58
367.88 ± 2.54
367.88 ± 3.73
366.98 ± 2.32
367.62 ± 2.69
367.36 ± 3.16
368.57 ± 3.48
367.55 ± 2.49
368.19 ± 3.25
367.24 ± 2.72
367.31 ± 2.88
I_Re_M_200_40
403.98 ± 6.1
403.43 ± 4.67
400.07 ± 4.17
393.83 ± 3.96
389.21 ± 3.48
381.9 ± 2.92
375.24 ± 2.84
366.38 ± 3.63
357.95 ± 2.61
353.07 ± 2.1
351.07 ± 2.3
350.0 ± 2.52
350.67 ± 2.92
350.55 ± 2.21
350.12 ± 2.58
349.76 ± 3.19
349.62 ± 2.67
349.9 ± 2.16
349.83 ± 2.89
350.05 ± 2.47
350.81 ± 2.59
I_Re_M_200_50
402.43 ± 5.03
402.64 ± 5.27
395.79 ± 3.08
388.88 ± 3.83
381.29 ± 5.11
370.29 ± 2.98
359.88 ± 2.45
348.88 ± 2.75
339.05 ± 3.17
336.86 ± 3.15
334.81 ± 3.23
333.0 ± 2.78
334.38 ± 3.45
334.17 ± 2.34
333.4 ± 2.41
333.24 ± 2.65
334.07 ± 2.81
333.24 ± 2.51
333.67 ± 3.33
333.5 ± 2.71
333.62 ± 3.4
I_Re_M_20_10
97.88 ± 1.99
96.02 ± 0.48
96.1 ± 0.99
95.6 ± 0.49
95.62 ± 0.48
95.33 ± 0.84
95.64 ± 0.7
95.57 ± 0.59
94.38 ± 1.6
94.55 ± 1.72
94.79 ± 1.54
94.74 ± 1.48
94.07 ± 1.76
93.98 ± 2.1
91.05 ± 0.84
91.5 ± 1.63
91.29 ± 1.32
92.14 ± 1.86
91.83 ± 1.8
91.6 ± 1.54
91.36 ± 1.52
I_Re_M_20_20
98.02 ± 2.18
95.9 ± 0.41
95.71 ± 0.37
95.5 ± 0.76
94.48 ± 1.7
91.57 ± 1.31
91.5 ± 1.64
90.43 ± 0.35
90.05 ± 0.71
90.07 ± 0.53
89.71 ± 0.7
89.79 ± 0.87
89.79 ± 0.59
89.64 ± 0.99
89.5 ± 1.21
89.55 ± 0.98
89.93 ± 0.67
89.69 ± 0.88
89.62 ± 0.9
89.43 ± 1.37
90.02 ± 0.65
I_Re_M_20_30
98.05 ± 2.15
95.67 ± 0.49
95.05 ± 1.39
94.4 ± 1.81
90.98 ± 1.35
90.36 ± 0.36
89.81 ± 0.86
87.02 ± 1.69
85.1 ± 0.3
84.98 ± 0.22
84.52 ± 0.56
84.55 ± 0.47
84.57 ± 0.47
84.62 ± 0.44
84.57 ± 0.4
84.6 ± 0.44
84.5 ± 0.42
84.5 ± 0.42
84.55 ± 0.39
84.6 ± 0.4
84.6 ± 0.51
I_Re_M_20_40
98.26 ± 2.36
95.55 ± 0.63
94.4 ± 1.71
91.21 ± 1.74
89.86 ± 0.95
86.95 ± 1.72
85.0 ± 0.45
84.29 ± 0.76
82.83 ± 1.7
83.33 ± 1.43
83.17 ± 1.74
82.71 ± 1.56
79.67 ± 0.48
79.69 ± 0.4
79.6 ± 0.48
79.76 ± 0.38
79.79 ± 0.46
79.76 ± 0.38
79.71 ± 0.47
79.86 ± 0.34
79.74 ± 0.43
I_Re_M_20_50
98.9 ± 2.37
95.52 ± 0.66
91.31 ± 1.28
90.0 ± 0.49
87.14 ± 1.86
84.38 ± 0.68
82.93 ± 1.63
79.67 ± 0.36
78.86 ± 0.44
78.83 ± 0.47
78.79 ± 0.64
78.5 ± 0.72
78.31 ± 0.81
78.81 ± 0.67
78.69 ± 0.72
78.79 ± 0.62
78.76 ± 0.64
78.64 ± 0.81
78.62 ± 0.66
78.52 ± 0.9
78.62 ± 0.74
I_Re_M_200_random
403.74 ± 4.91
403.1 ± 5.17
400.79 ± 5.21
396.98 ± 4.47
391.14 ± 3.27
387.36 ± 3.07
383.48 ± 2.9
381.55 ± 3.43
379.1 ± 2.92
377.02 ± 2.77
377.24 ± 2.72
375.36 ± 3.15
375.19 ± 2.9
374.52 ± 3.18
375.21 ± 2.89
376.26 ± 4.06
375.43 ± 2.55
376.29 ± 3.19
376.4 ± 3.29
376.14 ± 3.64
376.07 ± 2.72
I_Re_M_20_random
97.98 ± 2.1
95.67 ± 0.61
94.33 ± 1.97
91.14 ± 1.42
89.88 ± 0.85
89.38 ± 1.34
88.81 ± 1.58
88.29 ± 1.59
88.76 ± 1.74
87.36 ± 1.84
87.6 ± 1.95
87.05 ± 1.88
87.17 ± 1.89
86.95 ± 1.9
86.9 ± 1.61
86.86 ± 1.7
87.0 ± 1.65
86.67 ± 1.6
86.57 ± 1.65
87.12 ± 1.97
86.76 ± 1.57
I_Re_M_50_10
180.0 ± 2.2
179.83 ± 2.12
178.93 ± 2.91
177.33 ± 2.16
176.0 ± 2.26
176.52 ± 1.91
174.98 ± 1.66
175.76 ± 2.43
173.67 ± 2.01
173.64 ± 2.37
172.36 ± 1.86
172.57 ± 2.85
172.67 ± 2.57
172.55 ± 2.51
173.21 ± 2.32
173.12 ± 2.04
171.64 ± 1.99
172.0 ± 2.48
171.55 ± 2.07
172.6 ± 2.48
172.38 ± 1.83
I_Re_M_50_20
180.19 ± 2.58
179.33 ± 2.38
176.76 ± 2.39
175.79 ± 3.13
172.74 ± 1.92
172.62 ± 2.15
170.17 ± 1.86
168.64 ± 1.85
167.0 ± 2.32
165.17 ± 1.59
165.69 ± 1.9
164.67 ± 1.95
164.74 ± 2.08
164.45 ± 2.29
163.79 ± 2.42
164.14 ± 2.03
164.02 ± 2.08
163.5 ± 1.88
163.52 ± 1.95
163.62 ± 2.13
163.79 ± 1.58
I_Re_M_50_30
180.62 ± 1.91
178.69 ± 2.74
174.36 ± 2.46
172.02 ± 2.0
169.0 ± 1.82
167.81 ± 1.8
164.86 ± 2.07
161.74 ± 2.51
158.9 ± 1.89
159.4 ± 1.84
158.76 ± 1.63
158.0 ± 2.58
157.67 ± 2.35
156.62 ± 2.89
155.86 ± 1.77
156.26 ± 1.71
156.38 ± 2.24
156.69 ± 2.05
156.31 ± 1.18
156.14 ± 1.97
155.93 ± 1.6
I_Re_M_50_40
181.19 ± 1.95
176.67 ± 2.88
172.98 ± 1.84
169.45 ± 2.4
165.07 ± 1.83
162.31 ± 1.56
157.88 ± 1.52
155.62 ± 2.13
152.83 ± 1.85
151.67 ± 1.26
150.64 ± 1.7
151.19 ± 2.66
150.12 ± 1.65
150.1 ± 1.96
150.07 ± 2.1
149.98 ± 1.47
150.45 ± 2.21
150.29 ± 1.23
149.93 ± 1.77
150.36 ± 2.62
150.6 ± 1.94
I_Re_M_50_50
181.31 ± 2.14
176.05 ± 2.35
169.76 ± 1.67
166.64 ± 2.14
161.17 ± 1.87
157.52 ± 1.66
152.79 ± 2.31
149.5 ± 2.14
147.4 ± 2.23
145.5 ± 1.59
144.55 ± 2.11
144.29 ± 1.84
143.55 ± 1.94
143.36 ± 2.05
144.19 ± 2.0
143.71 ± 1.79
144.6 ± 1.96
143.86 ± 1.61
144.02 ± 2.01
143.71 ± 1.91
144.1 ± 2.02
I_Re_M_50_random
180.17 ± 2.03
176.9 ± 2.85
172.24 ± 2.04
170.4 ± 2.5
168.07 ± 2.14
165.81 ± 1.88
164.19 ± 2.35
162.79 ± 2.64
162.6 ± 2.32
161.93 ± 1.97
161.02 ± 2.24
160.55 ± 1.97
160.14 ± 1.94
160.71 ± 2.05
160.17 ± 1.88
160.76 ± 2.13
160.29 ± 2.32
160.5 ± 2.01
160.55 ± 2.94
159.52 ± 1.93
160.14 ± 2.03
Random Search Reduction Factor Results for the Real-world Instances
0
0.05N
0.1N
0.15N
0.2N
0.25N
0.3N
0.35N
0.4N
0.45N
0.5N
0.55N
0.6N
0.65N
0.7N
0.75N
0.8N
0.85N
0.9N
0.95N
N
I_Re_E_100_10
0.0
0.35
0.82
1.55
1.77
2.08
2.51
2.8
2.76
3.52
3.83
4.26
4.78
4.9
4.2
4.61
4.7
4.63
4.3
4.61
4.55
I_Re_E_100_20
0.0
0.68
1.54
2.36
3.49
4.21
4.87
5.96
7.17
8.05
8.87
8.73
9.0
9.22
9.18
9.26
9.22
9.3
9.3
9.2
9.51
I_Re_E_100_30
0.0
1.2
2.86
4.49
5.7
6.98
8.66
10.08
11.65
12.7
13.52
14.01
14.2
14.24
14.16
14.22
13.95
14.38
14.1
13.89
14.07
I_Re_E_100_40
0.0
2.12
4.23
6.41
8.14
10.26
12.03
14.48
16.27
17.96
18.28
18.73
18.66
18.66
18.79
18.73
18.66
18.63
18.81
18.85
18.69
I_Re_E_100_50
0.0
2.05
4.92
7.85
10.19
12.98
15.38
18.22
20.85
21.42
22.06
22.51
22.14
22.35
22.53
22.59
22.45
22.51
22.39
22.39
22.37
I_Re_E_100_random
0.0
2.32
4.4
6.1
7.43
8.79
10.22
10.82
11.29
11.7
12.06
12.08
12.47
12.06
12.39
12.12
12.28
12.24
12.43
12.22
12.0
I_Re_E_150_10
0.0
0.28
0.43
0.73
0.69
1.09
1.53
1.53
1.83
2.16
2.73
3.03
3.02
3.13
3.18
3.35
2.86
3.19
3.32
3.13
3.03
I_Re_E_150_20
0.0
0.33
0.71
1.5
2.3
2.9
4.19
4.63
5.7
6.43
7.49
7.7
7.84
8.04
7.96
7.9
7.9
8.2
8.06
7.93
8.17
I_Re_E_150_30
0.0
0.11
1.6
2.71
4.24
5.34
6.66
8.12
10.09
11.33
11.89
12.38
12.64
12.08
12.48
12.79
12.69
12.57
12.68
12.62
12.61
I_Re_E_150_40
0.0
0.82
2.51
4.27
6.31
7.95
10.31
12.41
14.86
15.88
16.65
17.21
17.05
17.07
17.3
17.04
17.13
17.2
17.27
17.21
16.98
I_Re_E_150_50
0.0
1.67
4.25
6.69
9.09
11.77
14.49
17.26
20.39
20.67
21.8
21.86
21.62
21.77
21.79
21.7
21.74
21.97
21.67
21.81
21.91
I_Re_E_150_random
0.0
1.06
2.78
4.31
5.38
7.36
7.98
8.97
9.47
9.86
10.0
10.16
10.63
10.59
10.66
10.67
10.53
10.49
10.46
10.46
10.49
I_Re_E_200_10
0.0
0.19
0.17
0.39
0.08
0.24
0.31
0.73
1.02
1.13
1.48
1.51
1.9
1.91
1.55
1.96
1.84
1.79
1.74
1.79
1.8
I_Re_E_200_20
0.0
0.03
0.01
0.58
1.42
1.94
2.58
3.24
4.37
5.46
5.56
5.98
6.3
6.14
6.13
6.23
6.33
6.12
6.31
6.29
6.18
I_Re_E_200_30
0.0
0.25
0.9
1.75
2.52
3.96
5.42
6.9
8.57
9.8
10.38
10.72
10.83
10.8
10.81
10.81
10.89
10.72
10.77
10.74
10.69
I_Re_E_200_40
0.0
0.06
1.58
3.01
4.97
6.77
8.82
11.35
13.55
14.6
14.92
15.4
15.44
15.46
15.38
15.41
15.39
15.24
15.48
15.64
15.42
I_Re_E_200_50
0.0
0.11
2.52
4.6
7.22
9.85
13.01
16.24
18.14
18.89
19.51
19.69
19.95
19.82
19.75
19.87
19.98
19.79
19.89
19.72
19.93
I_Re_E_20_10
0.0
3.59
2.57
4.2
4.4
4.6
4.6
4.6
4.6
4.67
4.6
4.67
4.6
4.6
4.6
5.42
5.62
6.09
5.35
5.96
6.02
I_Re_E_20_20
0.0
2.64
4.4
4.6
4.6
5.01
5.82
8.26
10.29
10.49
10.49
10.69
10.69
10.69
10.69
10.69
10.69
10.69
10.69
10.69
10.69
I_Re_E_20_30
0.0
4.33
4.53
5.41
7.31
9.21
10.42
10.63
11.64
11.1
12.11
15.64
15.1
15.3
15.97
14.69
15.36
15.5
15.16
15.3
15.3
I_Re_E_20_40
0.0
4.21
5.03
7.74
10.12
10.33
11.01
14.81
16.44
16.44
16.44
16.44
16.44
16.44
16.44
16.65
16.51
16.51
16.51
16.51
16.99
I_Re_E_20_50
0.0
5.3
6.17
11.15
11.41
16.18
17.39
17.46
18.67
19.81
19.47
23.44
23.44
23.44
23.44
23.44
23.44
23.44
23.44
23.44
23.44
I_Re_E_200_random
0.0
0.15
0.88
2.52
3.94
5.08
5.93
6.46
7.06
7.62
7.69
7.79
7.62
8.06
7.8
7.92
7.81
7.78
7.9
7.82
7.7
I_Re_E_20_random
0.0
4.33
4.53
5.96
8.05
9.21
9.34
10.42
10.42
10.63
10.63
10.63
10.63
10.63
10.63
10.63
10.63
10.63
10.63
10.63
10.63
I_Re_E_50_10
0.0
0.48
0.92
1.17
2.22
2.69
3.23
3.04
3.86
4.21
4.53
5.04
4.88
4.88
5.51
5.54
5.54
5.35
5.45
5.7
5.07
I_Re_E_50_20
0.0
1.05
2.31
3.26
4.12
5.16
6.18
6.72
7.83
8.9
9.57
9.63
10.11
10.33
10.14
10.33
10.14
9.95
10.17
10.2
10.17
I_Re_E_50_30
0.0
1.43
3.68
5.2
6.49
7.7
9.63
10.9
12.55
13.53
14.23
14.26
14.8
14.76
14.64
14.64
14.67
14.61
14.76
14.8
14.92
I_Re_E_50_40
0.0
1.62
4.69
6.63
9.22
10.3
12.78
14.49
16.54
17.85
17.88
18.58
18.54
18.73
18.67
18.42
18.7
18.45
18.54
18.7
18.54
I_Re_E_50_50
0.0
2.47
6.05
7.89
11.31
13.43
16.5
18.31
20.84
21.76
22.2
22.14
22.58
22.65
22.58
22.58
22.77
22.65
22.49
22.81
22.68
I_Re_E_50_random
0.0
2.28
4.9
6.39
8.19
9.45
10.24
10.75
11.51
11.13
11.51
11.85
12.01
12.01
12.36
12.04
12.3
12.42
12.3
11.79
11.76
I_Re_M_100_10
0.0
0.32
0.49
0.27
1.2
0.87
1.53
1.82
1.85
2.58
2.53
2.67
3.17
3.2
3.14
2.87
2.86
3.35
3.55
2.98
2.84
I_Re_M_100_20
0.0
0.4
1.49
2.18
2.8
3.57
4.58
4.85
5.94
6.75
7.21
7.44
7.37
7.75
7.98
7.8
7.95
7.83
7.88
7.79
7.92
I_Re_M_100_30
0.0
1.05
2.33
3.79
4.95
6.03
7.49
8.87
10.21
10.95
11.17
11.82
11.83
11.85
11.94
11.82
12.11
12.09
11.88
12.15
11.88
I_Re_M_100_40
0.0
1.65
3.63
5.66
6.9
9.35
10.79
13.25
14.31
15.1
15.05
15.8
15.98
15.98
15.97
15.93
15.89
15.89
15.46
16.05
16.05
I_Re_M_100_50
0.0
1.76
4.21
6.47
8.39
10.94
13.7
16.48
17.75
18.14
19.03
19.69
19.63
19.67
19.7
19.45
19.53
19.4
19.25
19.63
19.63
I_Re_M_100_random
0.0
2.27
3.16
4.59
5.74
7.55
7.72
8.45
9.06
9.82
9.71
9.96
9.67
9.85
9.57
10.02
9.96
9.99
9.76
9.79
10.07
I_Re_M_150_10
0.0
0.46
0.25
0.04
0.56
0.63
0.54
0.53
1.34
1.51
1.81
1.99
1.37
2.02
2.06
1.6
2.04
2.1
1.66
2.1
1.74
I_Re_M_150_20
0.0
0.33
0.15
0.74
0.77
1.5
2.78
2.88
3.58
4.69
4.96
5.15
5.48
5.59
5.2
5.2
5.57
5.65
5.16
5.31
5.19
I_Re_M_150_30
0.0
0.3
1.24
2.35
2.95
4.1
5.29
6.49
8.09
9.15
9.55
10.08
10.6
10.21
9.98
9.77
10.15
10.02
10.09
10.33
10.38
I_Re_M_150_40
0.0
0.73
2.05
3.59
5.2
6.63
8.87
10.73
12.48
13.46
13.97
14.39
14.2
14.61
14.26
14.48
14.13
14.24
14.22
14.23
14.37
I_Re_M_150_50
0.0
1.24
3.15
5.42
7.66
9.34
12.23
14.81
17.17
17.81
18.33
18.42
18.73
18.28
18.59
18.53
18.14
18.45
18.36
18.15
18.7
I_Re_M_150_random
0.0
0.58
1.71
2.88
4.12
5.18
6.22
6.44
7.16
7.47
7.63
7.96
8.29
8.15
8.08
7.92
7.98
8.04
8.05
8.02
8.07
I_Re_M_200_10
0.0
0.17
0.66
0.27
0.78
0.54
0.43
0.67
0.33
1.0
0.84
1.37
0.84
1.52
1.38
1.51
0.98
1.54
1.18
1.24
1.57
I_Re_M_200_20
0.0
0.32
0.25
0.81
0.82
1.2
1.51
2.34
2.75
3.92
4.14
4.44
4.73
4.43
4.76
4.6
4.58
4.32
4.53
4.52
4.65
I_Re_M_200_30
0.0
0.33
0.19
1.0
1.91
2.78
3.73
5.29
6.57
7.8
8.33
8.71
8.71
8.94
8.78
8.84
8.54
8.8
8.64
8.87
8.86
I_Re_M_200_40
0.0
0.14
0.97
2.51
3.66
5.47
7.11
9.31
11.39
12.6
13.1
13.36
13.2
13.23
13.33
13.42
13.46
13.39
13.4
13.35
13.16
I_Re_M_200_50
0.0
0.05
1.65
3.37
5.25
7.99
10.57
13.31
15.75
16.29
16.8
17.25
16.91
16.96
17.15
17.19
16.99
17.19
17.09
17.13
17.1
I_Re_M_20_10
0.0
1.9
1.82
2.33
2.31
2.61
2.29
2.36
3.58
3.4
3.16
3.21
3.89
3.98
6.98
6.52
6.73
5.86
6.18
6.42
6.66
I_Re_M_20_20
0.0
2.16
2.36
2.57
3.61
6.58
6.65
7.74
8.13
8.11
8.48
8.4
8.4
8.55
8.69
8.64
8.25
8.5
8.57
8.76
8.16
I_Re_M_20_30
0.0
2.43
3.06
3.72
7.21
7.84
8.4
11.25
13.21
13.33
13.8
13.77
13.75
13.7
13.75
13.72
13.82
13.82
13.77
13.72
13.72
I_Re_M_20_40
0.0
2.76
3.93
7.17
8.55
11.51
13.49
14.22
15.7
15.19
15.36
15.83
18.92
18.9
18.99
18.83
18.8
18.83
18.88
18.73
18.85
I_Re_M_20_50
0.0
3.42
7.67
9.0
11.89
14.68
16.15
19.44
20.26
20.29
20.33
20.63
20.82
20.31
20.43
20.33
20.36
20.49
20.51
20.61
20.51
I_Re_M_200_random
0.0
0.16
0.73
1.67
3.12
4.06
5.02
5.5
6.1
6.62
6.56
7.03
7.07
7.24
7.07
6.81
7.01
6.8
6.77
6.84
6.85
I_Re_M_20_random
0.0
2.36
3.73
6.98
8.27
8.78
9.36
9.89
9.41
10.84
10.59
11.16
11.03
11.26
11.31
11.35
11.21
11.54
11.65
11.08
11.45
I_Re_M_50_10
0.0
0.09
0.59
1.48
2.22
1.93
2.79
2.36
3.52
3.53
4.24
4.13
4.07
4.14
3.77
3.82
4.64
4.44
4.69
4.11
4.23
I_Re_M_50_20
0.0
0.48
1.9
2.44
4.13
4.2
5.56
6.41
7.32
8.34
8.05
8.61
8.57
8.74
9.1
8.91
8.97
9.26
9.25
9.2
9.1
I_Re_M_50_30
0.0
1.07
3.47
4.76
6.43
7.09
8.73
10.45
12.03
11.75
12.1
12.52
12.71
13.29
13.71
13.49
13.42
13.25
13.46
13.55
13.67
I_Re_M_50_40
0.0
2.49
4.53
6.48
8.9
10.42
12.86
14.11
15.65
16.29
16.86
16.56
17.15
17.16
17.18
17.23
16.97
17.05
17.25
17.02
16.88
I_Re_M_50_50
0.0
2.9
6.37
8.09
11.11
13.12
15.73
17.54
18.7
19.75
20.27
20.42
20.83
20.93
20.47
20.74
20.25
20.66
20.57
20.74
20.52
I_Re_M_50_random
0.0
1.81
4.4
5.42
6.72
7.97
8.87
9.65
9.75
10.12
10.63
10.89
11.12
10.8
11.1
10.77
11.03
10.92
10.89
11.46
11.12