Design and Optimization of Capacitated Supply Chain Networks Including Quality Measures

Table 7

Results for problem size 35×20×35.

	SVRC1	SVRC2	SSA1	SSA2	SSA3	SGA1	SGA2	SGA3
Class I
Avg_Profit	58,064,475.00	59,724,004.15	58,835,952.34	58,247,593.08	38,238,724.57	55,730,804.56	57,808,706.54	57,087,459.85
Avg%dev	2.92	0.16	1.64	2.61	36.44	6.92	3.45	4.55
Avg_Evals	1,949,047.20	4,509,049.80	48,971.00	24,684.00	19,717.20	1,563,423.40	52,121.60	66,082.00
Avg_Time	6,733.20	3,663.56	32.22	165.15	120.47	554.06	849.38	1,667.85
Class II
Avg_Profit	867,540,166.20	981,487,545.86	981,963,721.23	974,060,070.59	565,928,537.54	984,989,935.75	978,690,227.10	983,533,295.26
Avg%dev	12.11	0.73	0.7	1.47	42.52	0.38	1.01	0.52
Avg_Evals	18,860,758.20	19,184,769.80	829,529.00	276,866.20	148,021.40	35,715,505.40	627,077.60	637,319.40
Avg_Time	68,691.96	14,677.11	337.97	5,037.87	2,320.08	13,272.93	16,920.93	17,572.59
Class III
Avg_Profit	266,985,536.25	309,497,478.07	303,366,283.17	305,752,432.09	216,893,443.36	308,695,294.99	307,980,118.48	305,808,477.36
Avg%dev	13.75	0.07	2.07	1.28	29.74	0.34	0.56	1.26
Avg_Evals	14,534,583.40	14,115,188.60	464,191.00	190,929.40	158,399.80	19,569,407.20	434,557.00	212,050.20
Avg_Time	52,247.29	10,590.83	332.6	3,632.26	2,807.67	7,096.90	8,490.13	6,104.69

The bold font in the tables refers to the algorithms that reached best solutions.