Solving Unconstrained Global Optimization Problems via Hybrid Swarm Intelligence Approaches

Table 6

Numerical results obtained from the proposed RGA-PSO and AIA-PSO algorithms for solving a standard-dimensional UGO problem.

Function; name	Global minimum	Required accuracy	Methods	Success rate (%)	𝑓(𝐱^∗RGA-PSO)	𝑓(𝐱^meanRGA-PSO)	𝑓(𝐱^worstRGA-PSO)	ME	MCCT (sec)
ZA30	0	1𝐸−3	RGA-PSO	100	4.186𝐸−13	4.537𝐸−06	5.331𝐸−05	4.537𝐸−06	1753.86
			AIA-PSO	100	6.520𝐸−12	8.099𝐸−06	9.175𝐸−05	8.099𝐸−06	1453.98