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)
State University of Ceara - Brazil

November 2013 (last update: November 2013)

Table of Contents
  1. Abstract
  2. Instances
    1. Synthetical Instances
    2. Real-world Instances
  3. Source Code
  4. Empirical Study Results

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.

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.

Synthetical Instances Download
Instance Example Instance Example
All Synthetical Instances Set All Synthetic Instances Set
I_S_50_10_0 I_S_50_10_0
I_S_50_10_10 I_S_50_10_10
I_S_50_10_20 I_S_50_10_20
I_S_50_20_0 I_S_50_20_0
I_S_50_20_10 I_S_50_20_10
I_S_50_20_20 I_S_50_20_20
I_S_50_30_0 I_S_50_30_0
I_S_50_30_10 I_S_50_30_10
I_S_50_30_20 I_S_50_30_20
I_S_50_40_0 I_S_50_40_0
I_S_50_40_10 I_S_50_40_10
I_S_50_40_20 I_S_50_40_20
I_S_50_50_0 I_S_50_50_0
I_S_50_50_10 I_S_50_50_10
I_S_50_50_20 I_S_50_50_20
I_S_50_random_0 I_S_50_random_0
I_S_50_random_10 I_S_50_random_10
I_S_50_random_20 I_S_50_random_20
I_S_100_10_0 I_S_100_10_0
I_S_100_10_10 I_S_100_10_10
I_S_100_10_20 I_S_100_10_20
I_S_100_20_0 I_S_100_20_0
I_S_100_20_10 I_S_100_20_10
I_S_100_20_20 I_S_100_20_20
I_S_100_30_0 I_S_100_30_0
I_S_100_30_10 I_S_100_30_10
I_S_100_30_20 I_S_100_30_20
I_S_100_40_0 I_S_100_40_0
I_S_100_40_10 I_S_100_40_10
I_S_100_40_20 I_S_100_40_20
I_S_100_100_0 I_S_100_50_0
I_S_100_100_10 I_S_100_50_10
I_S_100_100_20 I_S_100_50_20
I_S_100_random_0 I_S_100_random_0
I_S_100_random_10 I_S_100_random_10
I_S_100_random_20 I_S_100_random_20
I_S_150_10_0 I_S_150_10_0
I_S_150_10_10 I_S_150_10_10
I_S_150_10_20 I_S_150_10_20
I_S_150_20_0 I_S_150_20_0
I_S_150_20_10 I_S_150_20_10
I_S_150_20_20 I_S_150_20_20
I_S_150_30_0 I_S_150_30_0
I_S_150_30_10 I_S_150_30_10
I_S_150_30_20 I_S_150_30_20
I_S_150_40_0 I_S_150_40_0
I_S_150_40_10 I_S_150_40_10
I_S_150_40_20 I_S_150_40_20
I_S_150_150_0 I_S_150_50_0
I_S_150_150_10 I_S_150_50_10
I_S_150_150_20 I_S_150_50_20
I_S_150_random_0 I_S_150_random_0
I_S_150_random_10 I_S_150_random_10
I_S_150_random_20 I_S_150_random_20
I_S_200_10_0 I_S_200_10_0
I_S_200_10_10 I_S_200_10_10
I_S_200_10_20 I_S_200_10_20
I_S_200_20_0 I_S_200_20_0
I_S_200_20_10 I_S_200_20_10
I_S_200_20_20 I_S_200_20_20
I_S_200_30_0 I_S_200_30_0
I_S_200_30_10 I_S_200_30_10
I_S_200_30_20 I_S_200_30_20
I_S_200_40_0 I_S_200_40_0
I_S_200_40_10 I_S_200_40_10
I_S_200_40_20 I_S_200_40_20
I_S_200_200_0 I_S_200_50_0
I_S_200_200_10 I_S_200_50_10
I_S_200_200_20 I_S_200_50_20
I_S_200_random_0 I_S_200_random_0
I_S_200_random_10 I_S_200_random_10
I_S_200_random_20 I_S_200_random_20
I_S_250_10_0 I_S_250_10_0
I_S_250_10_10 I_S_250_10_10
I_S_250_10_20 I_S_250_10_20
I_S_250_20_0 I_S_250_20_0
I_S_250_20_10 I_S_250_20_10
I_S_250_20_20 I_S_250_20_20
I_S_250_30_0 I_S_250_30_0
I_S_250_30_10 I_S_250_30_10
I_S_250_30_20 I_S_250_30_20
I_S_250_40_0 I_S_250_40_0
I_S_250_40_10 I_S_250_40_10
I_S_250_40_20 I_S_250_40_20
I_S_250_250_0 I_S_250_50_0
I_S_250_250_10 I_S_250_50_10
I_S_250_250_20 I_S_250_50_20
I_S_250_random_0 I_S_250_random_0
I_S_250_random_10 I_S_250_random_10
I_S_250_random_20 I_S_250_random_20
I_S_300_10_0 I_S_300_10_0
I_S_300_10_10 I_S_300_10_10
I_S_300_10_20 I_S_300_10_20
I_S_300_20_0 I_S_300_20_0
I_S_300_20_10 I_S_300_20_10
I_S_300_20_20 I_S_300_20_20
I_S_300_30_0 I_S_300_30_0
I_S_300_30_10 I_S_300_30_10
I_S_300_30_20 I_S_300_30_20
I_S_300_40_0 I_S_300_40_0
I_S_300_40_10 I_S_300_40_10
I_S_300_40_20 I_S_300_40_20
I_S_300_300_0 I_S_300_50_0
I_S_300_300_10 I_S_300_50_10
I_S_300_300_20 I_S_300_50_20
I_S_300_random_0 I_S_300_random_0
I_S_300_random_10 I_S_300_random_10
I_S_300_random_20 I_S_300_random_20
I_S_350_10_0 I_S_350_10_0
I_S_350_10_10 I_S_350_10_10
I_S_350_10_20 I_S_350_10_20
I_S_350_20_0 I_S_350_20_0
I_S_350_20_10 I_S_350_20_10
I_S_350_20_20 I_S_350_20_20
I_S_350_30_0 I_S_350_30_0
I_S_350_30_10 I_S_350_30_10
I_S_350_30_20 I_S_350_30_20
I_S_350_40_0 I_S_350_40_0
I_S_350_40_10 I_S_350_40_10
I_S_350_40_20 I_S_350_40_20
I_S_350_350_0 I_S_350_50_0
I_S_350_350_10 I_S_350_50_10
I_S_350_350_20 I_S_350_50_20
I_S_350_random_0 I_S_350_random_0
I_S_350_random_10 I_S_350_random_10
I_S_350_random_20 I_S_350_random_20
I_S_400_10_0 I_S_400_10_0
I_S_400_10_10 I_S_400_10_10
I_S_400_10_20 I_S_400_10_20
I_S_400_20_0 I_S_400_20_0
I_S_400_20_10 I_S_400_20_10
I_S_400_20_20 I_S_400_20_20
I_S_400_30_0 I_S_400_30_0
I_S_400_30_10 I_S_400_30_10
I_S_400_30_20 I_S_400_30_20
I_S_400_40_0 I_S_400_40_0
I_S_400_40_10 I_S_400_40_10
I_S_400_40_20 I_S_400_40_20
I_S_400_400_0 I_S_400_50_0
I_S_400_400_10 I_S_400_50_10
I_S_400_400_20 I_S_400_50_20
I_S_400_random_0 I_S_400_random_0
I_S_400_random_10 I_S_400_random_10
I_S_400_random_20 I_S_400_random_20
I_S_450_10_0 I_S_450_10_0
I_S_450_10_10 I_S_450_10_10
I_S_450_10_20 I_S_450_10_20
I_S_450_20_0 I_S_450_20_0
I_S_450_20_10 I_S_450_20_10
I_S_450_20_20 I_S_450_20_20
I_S_450_30_0 I_S_450_30_0
I_S_450_30_10 I_S_450_30_10
I_S_450_30_20 I_S_450_30_20
I_S_450_40_0 I_S_450_40_0
I_S_450_40_10 I_S_450_40_10
I_S_450_40_20 I_S_450_40_20
I_S_450_450_0 I_S_450_50_0
I_S_450_450_10 I_S_450_50_10
I_S_450_450_20 I_S_450_50_20
I_S_450_random_0 I_S_450_random_0
I_S_450_random_10 I_S_450_random_10
I_S_450_random_20 I_S_450_random_20
I_S_500_10_0 I_S_500_10_0
I_S_500_10_10 I_S_500_10_10
I_S_500_10_20 I_S_500_10_20
I_S_500_20_0 I_S_500_20_0
I_S_500_20_10 I_S_500_20_10
I_S_500_20_20 I_S_500_20_20
I_S_500_30_0 I_S_500_30_0
I_S_500_30_10 I_S_500_30_10
I_S_500_30_20 I_S_500_30_20
I_S_500_40_0 I_S_500_40_0
I_S_500_40_10 I_S_500_40_10
I_S_500_40_20 I_S_500_40_20
I_S_500_500_0 I_S_500_50_0
I_S_500_500_10 I_S_500_50_10
I_S_500_500_20 I_S_500_50_20
I_S_500_random_0 I_S_500_random_0
I_S_500_random_10 I_S_500_random_10
I_S_500_random_20 I_S_500_random_20

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.
Real Instances Download
Instance Example Instance Example
All Real-world Instances Set All Real-world Instances Set
I_Re_E_20_10 I_Re_E_20_10
I_Re_E_20_20 I_Re_E_20_20
I_Re_E_20_30 I_Re_E_20_30
I_Re_E_20_40 I_Re_E_20_40
I_Re_E_20_50 I_Re_E_20_50
I_Re_E_20_random I_Re_E_20_random
I_Re_E_50_10 I_Re_E_50_10
I_Re_E_50_20 I_Re_E_50_20
I_Re_E_50_30 I_Re_E_50_30
I_Re_E_50_40 I_Re_E_50_40
I_Re_E_50_50 I_Re_E_50_50
I_Re_E_50_random I_Re_E_50_random
I_Re_E_100_10 I_Re_E_100_10
I_Re_E_100_20 I_Re_E_100_20
I_Re_E_100_30 I_Re_E_100_30
I_Re_E_100_40 I_Re_E_100_40
I_Re_E_100_50 I_Re_E_100_50
I_Re_E_100_random I_Re_E_100_random
I_Re_E_150_10 I_Re_E_150_10
I_Re_E_150_20 I_Re_E_150_20
I_Re_E_150_30 I_Re_E_150_30
I_Re_E_150_40 I_Re_E_150_40
I_Re_E_150_50 I_Re_E_150_50
I_Re_E_150_random I_Re_E_150_random
I_Re_E_200_10 I_Re_E_200_10
I_Re_E_200_20 I_Re_E_200_20
I_Re_E_200_30 I_Re_E_200_30
I_Re_E_200_40 I_Re_E_200_40
I_Re_E_200_50 I_Re_E_200_50
I_Re_E_200_random I_Re_E_200_random
I_Re_M_20_10 I_Re_M_20_10
I_Re_M_20_20 I_Re_M_20_20
I_Re_M_20_30 I_Re_M_20_30
I_Re_M_20_40 I_Re_M_20_40
I_Re_M_20_50 I_Re_M_20_50
I_Re_M_20_random I_Re_M_20_random
I_Re_M_50_10 I_Re_M_50_10
I_Re_M_50_20 I_Re_M_50_20
I_Re_M_50_30 I_Re_M_50_30
I_Re_M_50_40 I_Re_M_50_40
I_Re_M_50_50 I_Re_M_50_50
I_Re_M_50_random I_Re_M_50_random
I_Re_M_100_10 I_Re_M_100_10
I_Re_M_100_20 I_Re_M_100_20
I_Re_M_100_30 I_Re_M_100_30
I_Re_M_100_40 I_Re_M_100_40
I_Re_M_100_50 I_Re_M_100_50
I_Re_M_100_random I_Re_M_100_random
I_Re_M_150_10 I_Re_M_150_10
I_Re_M_150_20 I_Re_M_150_20
I_Re_M_150_30 I_Re_M_150_30
I_Re_M_150_40 I_Re_M_150_40
I_Re_M_150_50 I_Re_M_150_50
I_Re_M_150_random I_Re_M_150_random
I_Re_M_200_10 I_Re_M_200_10
I_Re_M_200_20 I_Re_M_200_20
I_Re_M_200_30 I_Re_M_200_30
I_Re_M_200_40 I_Re_M_200_40
I_Re_M_200_50 I_Re_M_200_50
I_Re_M_200_random I_Re_M_200_random

Source Code

The source code used in the empirical study can be downloaded by clicking here.

The classes available in the link above are the strictly necessary classes to replicate the empirical study.

Once in the bin directory, one can run the program by typing in the command line:
java ExecuteMetahframe [algorithm] rnrp [number of runs] [number of fitness evaluations] [list of instances]

Example: run the genetic algorithm for 10 times, 1000 generations for the synthetical instance I_S_100_10_50:
java ExecuteMetahframe ga rnrp 10 1000 I_S_100_10_50.txt


For other search techiniques and other problems, one can visit my github profile :)
https://github.com/mhepaixao/metahframe

Empirical Study Results

Genetic Algorithm Fitness Value Results for the Synthetical Instances

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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

Γ
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