Multiobjective Stochastic Programming for Mixed Integer Vendor Selection Problem Using Artificial Bee Colony Algorithm

Table 7

The results obtained by ABC, PSO, and ICA and Lingo considering the scenarios related to the company’s future development.

Scenario	1	2	3	4	5	6	7	8	9
Lingo
Average of min 𝑣	272.08	391.07	617.56	678.05	1212.78	1629.56	1856.94	2166.92	2423.74
Average of CPU time (seconds)	1.2	1.3	17.1	51.3	70.9	47.9	55	15.9	89
ABC
Average of min 𝑣	267.82	375.68	610.34	675.74	1226.78	1598.91	1857.32	2097.85	2338.65
Average of CPU time (seconds)	0.95	1.05	9.56	39.54	43.51	39.65	47.31	14.58	43.41
Population	20	10	40	50	120	140	100	70	120
Maxiter	50	20	50	100	50	50	50	30	50
PSO
Average of min 𝑣	274.324	389.86	643.16	714.3	1538.44	1678.22	1965.17	2258.42	2463.15
Average of CPU time (seconds)	0.923	0.99	6.76	10.29	18.44	34.17	35.54	8.65	24.15
Population	20	10	40	50	120	140	100	70	120
Maxiter	50	20	50	100	50	50	50	30	50
ICA
Average of min 𝑣	278.35	384.88	636.92	708.24	1235.99	1646.22	1928.48	2206.17	2340.42
Average of CPU time (seconds)	1.17	1.22	12.33	43.54	65.56	61.1	71.93	21.46	60.8
Population	20	10	40	50	120	140	100	70	120
Maxiter	50	20	50	100	50	50	50	30	50