Particle Swarm Optimization Algorithm Based on Information Sharing in Industry 4.0

Table 4

The convergence rate of PSO and IPSO for the 10 benchmark functions.

Function	Algorithm	Convergence times	Optimal solution
F1	PSO	75	1.0000000
	IPSO	100	1.0000000
F2	PSO	80	−186.730909
	IPSO	100	−186.730909
F3	PSO	90	−176.541793
	IPSO	97	−176.541793
F4	PSO	56	−1.031628
	IPSO	65	−1.031628
F5	PSO	25	3.000000
	IPSO	38	3.000000
F6	PSO	5	−39.944506
	IPSO	18	−39.944506
F7	PSO	95	0.000000
	IPSO	100	0.000000
F8	PSO	95	0.000000
	IPSO	100	0.000000
F9	PSO	100	0.000000
	IPSO	100	0.000000
F10	PSO	98	0.000000
	IPSO	100	0.000000