Research Article
From Determinism and Probability to Chaos: Chaotic Evolution towards Philosophy and Methodology of Chaotic Optimization
Table 4
Mean fitness values of F1–F25 with 30D. The explanations of special marks are as the same as in Table
3.
| Function | DE-best | DE-rand | CE-logistic | CE-tent | CE-Gauss | CE-Hénon-rand | CE-Hénon-attrac. |
| F1 | 97.24339 | 10626.17 | 33437.54 | 44676.41 | | 34997.74 | 27669.15 | F2 | 1513.336 | 22808.96 | 28931.33 | 38786.76 | | 31553.89 | 26444.3 | F3 | 3203063 | 91581615 | 155259859.97 | 435879301.22 | | 212799570.04 | 139163745.08 | F4 | 10475.36 | 31198.64 | | 43413.27 | | 37707.88 | 33388.45 | F5 | 3753.477 | 12014.48 | 18617.58 | 27065.35 | 19258.04 | 21922.04 | | F6 | 10041703 | 917911267.58 | 11016735211.66 | 18010453533.81 | 6390791853.98 | 11349392992.19 | | F7 | −165.651 | 98.12331 | 1042.799 | 1718.531 | | 1145.698 | 996.1877 | F8 | −119.769 | −119.03 | | −118.906 | | | | F9 | −224.472 | −80.3587 | −4.98262 | 17.25496 | | −15.6137 | −20.0503 | F10 | −157.64 | −16.854 | 170.6209 | 238.9339 | 156.3653 | 133.2562 | | F11 | 124.2699 | 129.963 | | 130.6959‡ | | | | F12 | 39573.98 | 945070.8 | | 1120996 | 1097621 | | | F13 | −94.4806 | −72.5022 | | −64.6016 | | −58.4634 | | F14 | −286.7 | −286.454 | | −286.369‡ | | | | F15 | 712.6463 | 679.5186 | 907.8008 | 1046.292 | | 943.7358 | 899.282 | F16 | 394.5135 | 445.3347 | 645.2657 | 811.5967 | 633.273 | 684.447 | | F17 | 456.3692 | 489.36 | 698.1601 | 882.8512 | 725.3444 | 715.6857 | | F18 | 924.3655 | 976.0293 | | | | 1029.592 | | F19 | 927.3029 | 973.5324 | | | | 1026.967 | | F20 | 927.4663 | 971.5176 | | | | 1014.319 | | F21 | 1335.783 | 1319.538 | 1665.937 | 1697.951 | | 1657.629 | 1657.872 | F22 | 1260.922 | 1312.237 | 1552.663 | 1698.287 | | 1569.841 | 1559.818 | F23 | 1418.319 | 1374.563 | 1667.109 | 1695.831 | | 1659.605 | 1662.561 | F24 | 1218.33 | 1210.63 | 1618.306 | 1638.226 | 1614.015 | | 1621.32 | F25 | 1890.716 | 1944.179 | | | | 1951.921 | |
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