A Novel MOEA/D for Multiobjective Scheduling of Flexible Manufacturing Systems

Table 4

Scheduling results of 3-objective problem (FMS01-FMS20).

Instances	NPS		MID		RAS
	DNSGA-II	DMOEA/D	DNSGA-II	DMOEA/D	DNSGA-II	DMOEA/D
FMS01	3.2	4.4	246.15	218.61	10.47	8.54
FMS02	3.9	5.5	486.50	423.76	4.42	2.18
FMS03	4.3	4.1	812.69	703.04	1.89	1.41
FMS04	4.5	4.7	1184.47	1035.12	2.24	1.79
FMS05	4.4	5.2	1982.92	1802.27	2.37	2.02
FMS06	3.5	4.8	207.96	174.29	21.26	19.82
FMS07	4.5	5.0	398.74	341.40	3.10	2.87
FMS08	4.4	6.3	739.06	621.45	1.92	1.27
FMS09	5.8	5.9	1115.63	965.83	2.01	1.61
FMS10	5.5	6.0	1870.84	1685.44	2.24	1.96
FMS11	3.3	2.5	170.02	137.77	30.36	28.23
FMS12	3.5	3.6	320.57	263.89	3.72	3.47
FMS13	3.9	4.9	671.11	589.06	1.82	1.08
FMS14	5.8	6.0	1054.72	946.01	1.87	1.62
FMS15	5.7	6.2	1759.81	1594.49	2.19	1.94
FMS16	2.2	2.6	144.56	112.42	40.66	41.47
FMS17	3.2	2.5	247.30	191.23	12.02	10.76
FMS18	4.0	4.8	617.54	542.48	1.14	0.93
FMS19	5.1	5.2	977.95	856.20	2.06	1.47
FMS20	5.0	5.9	1668.03	1576.65	2.38	2.04