Computational Intelligence and Neuroscience

Research Article

Z-Shaped Transfer Functions for Binary Particle Swarm Optimization Algorithm

Table 6

Numerical results under .


Function	Arithmetic	Best	Worst	Ave	Std

	BPSO9	2.0000	7.0000	4.2000	1.4697
	BPSO10	0.0000	0.0000	0.0000	0.0000
	BPSO11	0.0000	0.0000	0.0000	0.0000
	BPSO12	0.0000	0.0000	0.0000	0.0000

	BPSO9	2.0000	8.0000	4.5000	1.9621
	BPSO10	0.0000	0.0000	0.0000	0.0000
	BPSO11	0.0000	0.0000	0.0000	0.0000
	BPSO12	0.0000	0.0000	0.0000	0.0000

	BPSO9	9.0000	2683.0000	1517.0000	890.0239
	BPSO10	0.0000	0.0000	0.0000	0.0000
	BPSO11	0.0000	0.0000	0.0000	0.0000
	BPSO12	0.0000	0.0000	0.0000	0.0000

	BPSO9	449.0000	2041.0000	1205.2000	434.1667
	BPSO10	449.0000	449.0000	449.0000	0.0000
	BPSO11	449.0000	449.0000	449.0000	0.0000
	BPSO12	449.0000	449.0000	449.0000	0.0000

	BPSO9	118.5000	124.5000	120.9000	1.9596
	BPSO10	112.5000	112.5000	112.5000	0.0000
	BPSO11	112.5000	112.5000	112.5000	0.0000
	BPSO12	112.5000	112.5000	112.5000	0.0000

	BPSO9	210.8445	1124.7927	618.0885	271.3089
	BPSO10	0.0001	0.0526	0.0216	0.0155
	BPSO11	0.0000	0.0132	0.0042	0.0039
	BPSO12	0.0004	0.0049	0.0018	0.0012

	BPSO9	1.0000	7.0000	4.9000	1.8682
	BPSO10	0.0000	0.0000	0.0000	0.0000
	BPSO11	0.0000	0.0000	0.0000	0.0000
	BPSO12	0.0000	0.0000	0.0000	0.0000

	BPSO9	8.8818E − 16	0.4927	0.3065	0.1329
	BPSO10	8.8818E − 16	8.8818E − 16	8.8818E − 16	0.0000
	BPSO11	8.8818E − 16	8.8818E − 16	8.8818E − 16	0.0000
	BPSO12	8.8818E − 16	8.8818E − 16	8.8818E − 16	0.0000

	BPSO9	1.2209	1.2811	1.2520	0.0176
	BPSO10	1.2108	1.2108	1.2108	0.0000
	BPSO11	1.2108	1.2108	1.2108	0.0000
	BPSO12	1.2108	1.2108	1.2108	0.0000