A Mutual-Evaluation Genetic Algorithm for Numerical and Routing Optimization

Table 4

Comparison of the computational effort (MNFE) with other EAs.

Test function	PSO	EO	CEP	FEP	MEGA
𝑓1	250,000	500,000	100,500	100,500	17,280
𝑓2	N/A	N/A	200,000	200,000	195,750
𝑓3	N/A	N/A	500,000	500,000	175,500
𝑓4	N/A	N/A	500,000	500,000	49,950
𝑓5	250,000	500,000	2000,000	2000,000	23,760
𝑓6	N/A	N/A	300,000	300,000	25,920
𝑓7	N/A	N/A	900,000	900,000	35,640
𝑓8	250,000	500,000	500,000	500,000	41,850
𝑓9	N/A	N/A	150,000	150,000	108,000
𝑓10	250,000	500,000	200,000	200,000	6,210
𝑓11	N/A	N/A	150,000	150,000	58,050
𝑓12	N/A	N/A	150,000	150,000	18,900