Improvement of Wolf Pack Algorithm and Its Application to Logistics Distribution Problems

Table 4

Comparison of convergence results of test functions.

Functions	Algorithms	Maximum number of iterations	Minimum number of iterations	Average number of iterations	Average convergence time/s	Number of convergences
F1	Genetic algorithm	1000	84	977	9.157	4
	Traditional Wolf Pack	539	11	46	0.539	100
	Improved Wolf Pack	60	7	26	0.304	100
F2	Genetic algorithm	1000	2	990	9.433	11
	Traditional Wolf Pack	1000	2	442	5.387	61
	Improved Wolf Pack	947	12	219	2.681	100
F3	Genetic algorithm	1000	1000	1000	9.582	0
	Traditional Wolf Pack	600	23	115	1.419	100
	Improved Wolf Pack	162	21	66	0.823	100
F4	Genetic algorithm	1000	1	970	9.905	3
	Traditional Wolf Pack	1000	16	256	3.224	78
	Improved Wolf Pack	326	1	52	0.654	100
F5	Genetic algorithm	1000	1000	1000	9.462	0
	Traditional Wolf Pack	1000	43	293	3.560	89
	Improved Wolf Pack	355	17	104	1.282	100