Tuna Swarm Optimization: A Novel Swarm-Based Metaheuristic Algorithm for Global Optimization

Table 17

Statistical results of the Wilcoxon rank-sum test.

TSO VS.		F1–F13 (Dim = 30)	F1–F13 (Dim = 100)	F1–F13 (Dim = 500)	F1–F13 (Dim = 1000)	F14–F23	Sum
Wilcoxon’s rank-sum test (+/ = /-)	HHO	9/3/1	5/4/4	4/4/5	4/4/5	10/0/0	32/15/15
	EO	8/3/2	11/2/0	11/2/0	12/1/0	2/3/5	42/13/7
	TSA	13/0/0	13/0/0	13/0/0	13/0/0	10/0/0	62/0/0
	GWO	13/0/0	12/1/0	13/0/0	13/0/0	10/0/0	61/1/0
	SSA	13/0/0	13/0/0	13/0/0	13/0/0	9/1/0	61/1/0
	PSO	11/1/1	13/0/0	13/0/0	13/0/0	1/5/4	51/6/5
	WOA	12/1/0	11/2/0	11/2/0	11/2/0	10/0/0	55/7/0