Particle Swarm Optimization Algorithm Based on Information Sharing in Industry 4.0

Table 1

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

Function	Algorithm	Convergence times	Optimal solution
F1	GA	72	1.0000000
	PSO	75	1.0000000
F2	GA	75	−186.730909
	PSO	80	−186.730909
F3	GA	85	−176.541793
	PSO	90	−176.541793
F4	GA	23	−1.031628
	PSO	56	−1.031628
F5	GA	16	3.000000
	PSO	25	3.000000
F6	GA	0	−14.786954
	PSO	5	−39.944506
F7	GA	90	0.000000
	PSO	95	0.000000
F8	GA	90	0.000000
	PSO	95	0.000000
F9	GA	100	0.000000
	PSO	100	0.000000
F10	GA	93	0.000000
	PSO	98	0.000000