Design and Optimization of Capacitated Supply Chain Networks Including Quality Measures

Table 6

Results for problem size 8×8×10.

	SVRC1	SVRC2	SSA1	SSA2	SSA3	SGA1	SGA2	SGA3
Class I
Avg_Profit	55,003,836.49	55,003,836.49	55,003,836.49	55,003,836.49	53,822,605.31	48,794,936.66	55,003,836.49	55,003,836.49
Avg%dev	0.00	0.00	0.00	0.00	2.02	11.21	0.00	0.00
Avg_Evals	42,368.80	9,186.64	9,424.00	8,717.80	7,919.80	22,529.20	9,453.20	9,871.60
Avg_Time	149.10	29.28	3.82	49.93	66.15	6.65	83.40	76.31
Class II
Avg_Profit	210,780,559.55	234,647,930.81	234,741,055.90	234,647,930.81	201,791,597.82	234,518,007.14	234,524,750.57	234,647,930.81
Avg%dev	10.33	0.15	0.11	0.15	14.49	0.19	0.20	0.15
Avg_Evals	174,373.80	32,888.00	98,987.40	82,037.80	54,223.60	237,543.60	79,051.60	83,976.00
Avg_Time	791.55	115.83	48.11	1,487.61	1,027.24	107.95	1,239.64	1,575.92
Class III
Avg_Profit	77,799,129.47	88,500,880.62	89,252,162.29	88,444,907.51	76,311,740.30	88,883,338.00	88,297,371.17	88,444,907.51
Avg%dev	13.47	0.96	0.16	1.03	15.29	0.55	1.18	1.03
Avg_Evals	166,321.40	35,431.92	96,052.80	88,296.60	63,744.00	245,791.60	87,427.60	87,802.00
Avg_Time	528.86	126.18	35.45	1,705.61	1,197.31	102.84	1,279.54	1,212.89

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