An Optimization Framework of Multiobjective Artificial Bee Colony Algorithm Based on the MOEA Framework

Table 11

Values ranges of five objective functions for water resources planning problem obtained by the seven algorithms.

Objective Function	Value Range	Algorithms
		NSGA-II	NSGA-III	ε-MOEA	SMPSO	MOEA/D	GDE3	RMOABC
f1	Max	78758.58	76429.01	78587.93	83060.74	79119.91	74160.93	79991.59
	Min	63840.31	63842.71	63849.61	63840.28	63840.28	63840.28	63840.28
f2	Max	1350.00	1349.97	1349.90	1350.00	1350.00	1350.00	1350.00
	Min	41.27	43.74	41.35	43.23	49.97	41.35	41.05
f3	Max	2853468.42	2852845.28	2853441.68	2853468.96	2853468.96	2853468.96	2853468.96
	Min	285346.90	285392.12	285378.67	285346.90	285346.90	285346.90	285346.90
f4	Max	10062944.88	11435067.73	11914875.77	16027735.33	6599674.37	7015174.18	5900700.76
	Min	183771.00	184068.53	183942.39	183749.97	183749.97	183749.97	183749.97
f5	Max	24986.12	24997.07	24997.74	24993.31	24849.60	24989.64	24985.27
	Min	9.26	75.68	45.33	7.22	7.22	7.22	7.22