Sufficient Conditions for Global Convergence of Differential Evolution Algorithm

Table 3

Statistical analysis of Tables 1 and 2.

Function	Deceptive function			Rastrigin function
Algorithm	RTs	CTs	ConRa	RTs	CTs	ConRa
DE/best/1	50	8	16%	50	27	54%
CDE-um/best/1	50	50	100%	50	50	100%
DE/rand/1	50	28	56%	50	45	90%
CDE-um/rand/1	50	50	100%	50	50	100%
DE/cur-to-best/1	50	17	34%	50	49	98%
CDE-um/cur-to-best/1	50	50	100%	50	50	100%
DE/best/2	50	29	58%	50	47	94%
CDE-um/best/2	50	50	100%	50	50	100%
DE/rand/2	50	37	74%	50	49	98%
CDE-um/rand/2	50	50	100%	50	50	100%

“RTs” denotes runing times. “CTs” denotes convergence times. “ConRa” denotes convergence ratio.