Marine Predators Algorithm Based on Adaptive Weight and Chaos Factor and Its Application

Table 6

Comparison of CEC2017 test function algorithms.

Function	Result	ACMPA	MPA	MFO	ChOA	SCA
	Ave	100.0028	100.0031	2.3422e + 06	1.1551e + 09	5.6391e + 08
	Std	4.3941E-04	2.3829e-03	1.2789e + 07	1.1074e + 09	2.1562e + 08
	Ave	300	300	5.8487e + 03	1.8962e + 03	1.0424e + 03
	Std	2.2027e-08	2.7266e-08	8.2107e + 03	6.3536e + 02	3.1214e + 02
	Ave	400	400	4.1325e + 02	5.3241e + 02	4.3947e + 02
	Std	1.1974e-07	8.4773e-08	24.8459	1.1234e + 02	23.0909
	Ave	5.0735e + 02	5.0776e + 02	5.2609e + 02	5.5061e + 02	5.4575e + 02
	Std	2.2033	2.4566	8.7353	7.8088	8.0603
	Ave	6.0000e + 02	6.0007e + 02	6.0072e + 02	6.2374e + 02	6.1572e + 02
	Std	1.0454e-04	1.5006e-04	2.3146	7.1808	3.2753
	Ave	1.1012e + 03	1.1015e + 03	1.1953e + 03	1.2437e + 03	1.1799e + 03
	Std	0.8453	0.8496	72.8008	78.4126	30.4272
	Ave	1.2060e + 03	1.2045e + 03	4.9034e + 05	3.9895e + 05	1.0786e + 07
	Std	5.0054	5.6945	1.8664e + 06	3.7667e + 06	8.7799e + 06
	Ave	1.3036e + 03	1.3040e + 03	1.0345e + 04	1.7719e + 04	2.2340e + 04
	Std	2.0029	2.0985	1.0702e + 04	7.7592e + 03	1.8245e + 04
	Ave	1.4030e + 03	1.4025e + 03	2.0643e + 03	4.7000e + 03	1.5597e + 03
	Std	2.00654	4.4315	6.7003e + 02	1.4554e + 03	53.5723
	Ave	1.5002e + 03	1.5005e + 03	4.8513e + 03	8.6770e + 03	2.8796e + 03
	Std	0.3083	0.4553	3.3089e + 03	7.1903e + 03	1.5268e + 03
	Ave	1.6008e + 03	1.6008e + 03	1.6927e + 03	1.8382e + 03	1.6958e + 03
	Std	0.3727	0.5454	92.0091	80.4113	51.4587
	Ave	1.7087e + 03	1.7288e + 03	1.7938e + 03	1.7735e + 03	1.7701e + 03
	Std	7.3446	8.1711	19.9024	16.0423	12.5332
	Ave	1.8010e + 03	1.8035e + 03	2.0567e + 04	2.9153e + 04	8.1438e + 04
	Std	7.4186e-01	2.7993	1.4960e + 04	1.2987e + 04	5.3922e + 04
	Ave	1.9003e + 03	1.9011e + 03	8.6479e + 03	1.6903e + 04	4.4967e + 03
	Std	0.3909	0.4350	8.8960e + 03	2.6356e + 03	3.8910e + 03
	Ave	2.0113E + 03	2.0095e + 03	2.0486e + 03	2.1414e + 03	2.0805e + 03
	Std	5.2539	9.0082	45.6560	66.5820	15.5710
	Ave	2200	2200	2.2630e + 03	2.2824e + 03	2.2187e + 03
	Std	1.1151e-05	1.2767e-05	65.2106	64.8760	33.6048
	Ave	2.2406e + 03	2.2508e + 03	2.3040e + 03	2.7652e + 03	2.3496e + 03
	Std	49.7553	50.7507	16.5592	5.4232e + 02	31.2560
	Ave	2.5728e + 03	2.5815e + 03	2.6247e + 03	2.6529e + 03	2.6503e + 03
	Std	38.4263	85.5243	10.0225	5.1754	7.8379
	Ave	2.4933e + 03	2500	2.7504e + 03	2.7954e + 03	2.7710e + 03
	Std	2.91e-06	25.3706	48.0576	1.8565e + 01	44.2710
	Ave	2.8382e + 03	2.8778e + 03	2.9309e + 03	2.9838e + 03	2.9563e + 03
	Std	121.12	75.5298	27.5676	54.7609	17.2074
	Ave	2.6832e + 03	2.6933e + 03	2.9820e + 03	3.5103e + 03	3.0519e + 03
	Std	101.48	101.4840	34.8850	4.1445e + 02	26.8695
	Ave	3.0885e + 03	3.0887e + 03	3.0924e + 03	3.0991e + 03	3.1019e + 03
	Std	0.6793	0.7179	1.6937	4.3551	2.1492
	Ave	3.0600e + 03	3.0800e + 03	3.2907e + 03	3.2405e + 03	3.2512e + 03
	Std	54.7722	76.1120	1.0547e + 02	6.7944	51.4405
	Ave	3.1328e + 03	3.1362e + 03	3.4067e + 03	3.2686e + 03	3.4146e + 03
	Std	4.9434	4.6382	1.0321e + 02	60.9215	21.9284
	Ave	3.3971e + 03	3.3970e + 03	4.4095e + 05	2.0085e + 06	6.3930e + 05
	Std	4.3737	3.9169	3.1864e + 05	2.6075e + 06	4.2434e + 05