A Novel Artificial Bee Colony Algorithm for Function Optimization

Table 3

Comparison among GABC, EABC, and NABC on optimizing 8 benchmark functions.

Function	Max.FEs	Dim	GABC		EABC		NABC
			Mean	SD	Mean	SD	Mean	SD
Sphere	150,000	30
	300,000	60
	500,000	100
Schwefel2.22	150,000	30
	300,000	60
	500,000	100
Schwefel2.21	150,000	30
	300,000	60
	500,000	100
Rosenbrock	150,000	30
	300,000	60
	500,000	100
Griewank	100,000	30			0	0	0	0
	150,000	60			0	0	0	0
	250,000	100			0	0	0	0
Rastrigin	100,000	30			0	0	0	0
	150,000	60			0	0	0	0
	250,000	100			0	0	0	0
Schwefel2.26	50,000	30
	100,000	60
	200,000	100
Ackley	50,000	30
	100,000	60
	150,000	100