A Novel Hybrid Bat Algorithm with Harmony Search for Global Numerical Optimization

Table 5

Best normalized optimization results in fourteen benchmark functions with different 𝐴. The numbers shown are the best results found after 100 Monte Carlo simulations HS/BA algorithm.

	𝐴
	0	0.1	0.2	0.3	0.4	0.5	0.6	0.7	0.8	0.9	1.0
F01	1.66	1.33	1.55	1.40	1.00	1.33	1.21	1.22	1.16	1.13	1.14
F02	1.25E4	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00
F03	3.41	11.15	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00
F04	2.73E4	1.00	1.25E4	1.04	1.04	1.04	1.04	1.04	1.04	1.00	1.00
F05	5.03E5	5.30	1.33	1.68E4	1.00	1.00	1.00	1.00	1.00	1.00	1.00
F06	1.00	2.56	5.47	4.73	17.81	9.90	2.89	6.74	9.90	2.60	5.57
F07	10.14	14.92	4.35	1.10	1.10	15.37	1.01	1.00	1.00	1.00	1.00
F08	38.49	1.08	14.06	1.08	1.08	1.08	99.01	1.01	1.00	1.00	1.00
F09	285.18	404.58	1.38	4.74	1.19	1.19	1.19	367.91	1.01	1.00	1.00
F10	665.22	4.68	1.69E3	15.27	1.18	1.18	1.18	1.18	1.21	1.00	1.00
F11	20.03	1.00	9.96	11.54	39.22	9.96	9.96	9.96	9.96	38.97	8.49
F12	10.32	1.00	13.22	3.23	14.69	2.79	2.79	2.79	2.79	2.79	19.31
F13	1.46	4.15	2.84	4.47	1.15	1.56	1.00	1.00	1.00	1.00	1.00
F14	527.52	13.57	3.95	1.01	1.15	12.91	1.00	1.00	1.00	1.00	1.00
	1	4	2	2	3	3	5	6	7	10	10