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