Recursive Identification for Fractional Order Hammerstein Model Based on ADELS

Table 4

Comparison of optimization results obtained for the 10-dimensional benchmark functions.

F	JADE		GWO		WOA		ADELS
	Ave	Std	Ave	Std	Ave	Std	Ave	Std
F1	9.16E–86	3.47E–85	8.14E–70	3.06E–69	8.55E–89	2.07E–88	0	0
F2	6.74E–56	2.22E–55	2.88E–40	2.65E–40	2.43E–57	9.34E–57	5.77E–191	0
F3	1.46E–04	1.78E–04	2.56E–06	7.58E–07	1.99E–04	2.2E–04	0	0
F4	−3542.12	672.55	−2806.47	322.09	−3439.87	567.21	−4189.83	60.45
F5	2.74E–88	1.22E–87	1.01E–68	4.31E–68	1.34E–89	4.04E–89	0	0
F6	1.42E–80	6.29E–80	1.94E–64	4.90E–64	1.79E–84	5.36E–84	0	0
F7	6.67	6.38E–01	6.53	5.31E–01	6.60	4.79E–01	1.99E–03	2.61E–03
F8	6.81E–02	1.01E–01	1.02E–01	7.3E–02	4.77E–02	8.06E–02	1.50E–32	5.62E–48
F9	5.18E–85	2.15E–84	2.08E–67	4.60E–67	1.58E–84	3.50E–84	0	0
F10	6.55E–87	2.32E–86	7.91E–69	1.83E–68	6.55E–87	2.91E–86	0	0
F11	3.02E–15	2.13E–15	6.75E–15	1.74E–15	3.73E–15	2.47E–15	4.80E–14	1.09E–14
F12	−90.00	0	−82.63	7.16	−90.00	0	−90.00	0
F13	6.80E–02	1.02E–01	1.8E–02	2.7E–02	5.59E–02	8.67E–02	3.11E–02	2.67E–02
F14	0	0	2.16E–11	1.85E–11	0	0	0	0
F15	0	0	5.99E–01	1.85	0	0	0	0