Improved Hypercube Optimisation Search Algorithm for Optimisation of High Dimensional Functions

Table 4

The mean of test functions values found by EHO, MSA, WOA, and HOS+.

F	D	EHO	MSA	WOA	HOS+
F1	30	2.49E − 07	2.30E − 08	2.42E − 09	2.63E − 51
	60	6.44E − 07	3.67E − 07	4.67E − 09	6.39E − 39
	90	1.06E − 06	1.17E − 06	7.45E − 09	2.19E − 32
F2	30	4.12E − 03	1.78E − 04	3.76E − 05	1.98E − 27
	60	9.34E − 03	9.50E − 04	9.19E − 05	3.88E − 22
	90	1.46E − 02	1.63E − 03	1.52E − 04	5.72E − 18
F3	30	4.59E − 04	3.02E − 07	6.47E − 06	2.69E − 47
	60	2.41E − 03	8.01E − 06	2.97E − 05	1.75E − 34
	90	6.11E − 03	4.79E − 05	6.02E − 05	1.35E − 28
F4	30	1.94E − 03	6.84E − 05	1.21E − 04	3.57E − 15
	60	2.22E − 03	1.88E − 04	1.19E − 04	2.53E − 14
	90	2.33E − 03	3.57E − 04	1.41E − 04	4.29E − 13
F5	30	1.44E − 04	1.09E − 09	6.10E − 02	0.00E + 00
	60	2.14E − 04	7.15E − 09	3.88E − 02	0.00E + 00
	90	2.58E − 04	3.90E − 08	3.47E − 02	0.00E + 00
F6	30	4.21E − 06	3.33E − 06	2.85E − 08	2.19E − 48
	60	4.57E − 05	1.44E − 04	3.31E − 07	3.39E − 36
	90	1.82E − 04	9.07E − 04	1.89E − 06	2.99E − 29