The Scientific World Journal / 2015 / Article / Tab 3 / Research Article
From Determinism and Probability to Chaos: Chaotic Evolution towards Philosophy and Methodology of Chaotic Optimization Table 3 Mean fitness values of F1–F25 with 10D. The fitness values in bold and italic font are the best and worst optimization results among the five chaotic evolution algorithms, respectively. The (†) and (
) marks mean that they are significantly better than or as the same as DE/best/1/bin and DE/rand/1/bin, respectively, by Wilcoxon sign-ranked test (
).
Function DE-best DE-rand CE-logistic CE-tent CE-Gauss CE-Hénon-rand CE-Hénon-attrac. F1 −449.998 −414.47 2998.806 5171.277 1925.366 1768.834 1661.428 F2 −440.516 −421.736 4219.061 7585.492 3855.883 3568.253 F3 1583.076 215058.7 3624018 26036921 4846787 3973677 F4 −283.931 −402.19 6487.652 8960.625 4723.953 5358.734 F5 −310 −309.972 3775.085 9448.24 3986.86 4148.611 F6 446.6181 35496.74 287017050.30 628335744.87 272134693.96 78198866 F7 −177.747 −177.865 −97.4097 −22.6933 −105.609 −121.71 F8 −119.992 −119.893 −119.635 −119.38 −119.62 −119.604 F9 −308.575 −306.239 −269.758 −282.345 −284.484 −282.21 F10 −291.876 −282.316 −254.408 −232.193 −261.758 −258.089 F11 98.34748 94.5809 99.94741 97.52258 F12 321.4523 4968.164 20706.57 53091.15 33802.12 28609.12 F13 −126.975 −126.213 −125.596 −123.459 −124.246 F14 −296.159 −296.567 −295.874 F15 476.4005 557.9363 746.0844 F16 302.9829 337.3688 378.9592 452.6815 377.3656 391.311 F17 323.7027 326.4775 409.4423 474.5775 401.6362 426.4379 F18 869.8405 578.9428 910.1011 F19 869.4931 591.2802 910 910 910.5839 910 F20 866.7625 610.5591 910 910 910.5858 910 F21 1079.758 929.7804 1623.005 1691.75 1657.526 1574.536 F22 1222.383 1164.546 1320.278 1406.045 1307.327 1309.518 F23 1066.17 970.7627 1647.835 1701.935 1649.8 1563.626 F24 824.7887 494.8996 1450.171 1498.591 1376.52 1398.889 F25 1989.595 2001.341 2010.443 2018.292 2021.227 2014.102