Complexity

Research Article

A Customized Differential Evolutionary Algorithm for Bounded Constrained Optimization Problems

Table 3

The experimental results obtained by DE-1 and DE-5 versus proposed C-DE by solving CEC’13 benchmark functions F₂₁ to F₂₈ in dimensions.


P. no	Opt	Algorithm	Best	Worst	Mean	Median	Std

F₂₁	700	DE-1	966.512	1200.19	1167.02	1200.19	56.998745
		DE-5	1000.01	1200.19	1196.27	1200.19	28.031778
		C-DE	900.624	1100.19	1092.95	1100.19	36.339134

F₂₂	800	DE-1	930.345	1058.03	987.216	982.962	29.935014
		DE-5	907.239	1106.44	976.237	997.545	51.389783
		C-DE	810.153	1029.34	899.141	904.74	53.322517

F₂₃	900	DE-1	1809.8	2484.84	2246.86	2289.89	162.930066
		DE-5	1684.24	2609.9	2141.83	2145.54	200.732186
		C-DE	1619.94	2523.09	2093.09	2101.43	198.583802

F₂₄	1000	DE-1	1181.5	1238.29	1213.19	1212.26	16.478379
		DE-5	1150.46	1238.26	1224.55	1231.54	19.882749
		C-DE	1141.11	1218.45	1208.85	1213.64	15.683668

F₂₅	1100	DE-1	1291.09	1334.34	1329.7	1331.29	7.180292
		DE-5	1266.16	1333.75	1320.13	1322.16	11.632105
		C-DE	1257.56	1314.85	1305.88	1308.8	10.946832

F₂₆	1200	DE-1	1342.6	1394.56	1366.7	1365.16	10.154832
		DE-5	1334.52	1425.07	1384.18	1387.6	36.985466
		C-DE	1311.73	1400.07	1349.87	1341.56	30.335554

F₂₇	1300	DE-1	1703.24	1840.04	1770.84	1767.39	34.869565
		DE-5	1620.08	1852.55	1650.55	1620.71	64.877728
		C-DE	1600.07	1824.26	1620.84	1600.49	55.037487

F₂₈	1400	DE-1	1716.3	1800	1797.84	1800	12.230642
		DE-5	1550	1750	1723.52	1750	67.131550
		C-DE	1500.61	1700	1688.44	1700	46.714278