Modified Atom Search Optimization Based on Immunologic Mechanism and Reinforcement Learning

Table 7

Test statistical results of the Wilcoxon rank sum test.

Algorithm	f1(x)			f2(x)			f3(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	0	0.314619	≈	0	0.324488	≈	0	0.328083	≈
ASO_vaccine/ASO	0	0.488314	≈	0	0.641407	≈	0	0.195942	≈
ASO_rl/ASO	0	0.701861	≈	0	0.925725	≈	0	0.920272	≈
	f4(x)			f5(x)			f6(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	0	0.244594	≈	0	0.062368	≈	0	0.701051	≈
ASO_vaccine/ASO	0	0.553674	≈	1	0.030511	+	0	0.315137	≈
ASO_rl/ASO	0	0.893699	≈	1	0.000289	+	0	0.706156	≈
	f7(x)			f8(x)			f9(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	0	0.321172	≈	0	0.307772	≈	1	0.000331	+
ASO_vaccine/ASO	0	0.41769	≈	0	0.457487	≈	1	0.004432	+
ASO_rl/ASO	0	0.801112	≈	0	0.636002	≈	1	0.03666	+
	f10(x)			f11(x)			f12(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	1	8.67E − 08	+	0	0.301404	≈	0	0.321245	≈
ASO_vaccine/ASO	1	7.45E − 07	+	0	0.205611	≈	0	0.231387	≈
ASO_rl/ASO	1	1.61E − 07	+	0	0.898369	≈	0	0.914785	≈
	f13(x)			f14(x)			f15(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	1	2.53E − 18	+	1	0.018586	+	1	0.02315	+
ASO_vaccine/ASO	1	8.18E − 05	+	0	0.064058	≈	0	0.479393	≈
ASO_rl/ASO	1	0.000381	+	1	0.000728	+	0	0.075423	≈
	f16(x)			f17(x)			f18(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	0	0.449624	≈	0	0.385929	≈	0	0.311159	≈
ASO_vaccine/ASO	0	0.462677	≈	0	0.458521	≈	0	0.555353	≈
ASO_rl/ASO	0	0.769354	≈	0	0.753607	≈	0	0.8118	≈
	f19(x)			f20(x)			f21(x)
	H	P	Sig	H	P	Sig	H	P	Sig
ASO_chaos/ASO	1	0.000516	+	0	0.389344	≈	1	4.02E − 07	+
ASO_vaccine/ASO	1	0.003634	+	0	0.412808	≈	1	1.92E − 08	+
ASO_rl/ASO	1	0.013797	+	0	0.636028	≈	1	6.05E − 07	+