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

Table 18

Statistical results of the Friedman test.

			TSO	HHO	EO	TSA	GWO	SSA	PSO	WOA
F1–F13	Dim = 30	Friedman value	1.54	2.23	3.23	6.54	5.15	6.46	6.15	4.69
		Friedman rank	1	2	3	8	5	7	6	4
	Dim = 100	Friedman value	1.65	1.73	3.38	6.31	5.00	6.31	7.54	4.08
		Friedman rank	1	2	3	6	5	6	8	4
	Dim = 500	Friedman value	1.65	1.73	4.00	6.54	4.92	6.23	7.54	3.38
		Friedman rank	1	2	4	7	5	6	8	3
	Dim = 1000	Friedman value	1.54	1.62	4.08	6.46	5.00	6.23	7.46	3.62
		Friedman rank	1	2	4	7	5	6	8	3
F14–F23	Fixed dim	Friedman value	1.75	5.90	2.35	7.30	5.40	4.30	3.60	5.40
		Friedman rank	1	7	2	8	5	4	3	5
F1–F23	All dim	Friedman value	1.62	2.48	3.46	6.60	5.08	5.98	6.60	4.18
		Friedman rank	1	2	3	7	5	6	7	4