Research on Hybrid Wind Speed Prediction System Based on Artificial Intelligence and Double Prediction Scheme

Table 13

Assessment results of MOEA/D and compared algorithms MOGWO, MOALO, and MODA.

Test function	Population	MOEA/D			MOGWO			MOALO			MODA
		IGD	SP	Time	IGD	SP	Time	IGD	SP	Time	IGD	SP	Time
ZDT1	100	0.0004	0.3101	9.4326	0.0177	0.9582	92.9218	0.0012	1.3363	12.4457	0.0021	1.4481	27.3128
	150	0.0003	0.2980	14.0135	0.0211	1.0022	185.1901	0.0048	1.4707	26.8047	0.0009	1.7401	61.5327
	200	0.0003	0.3085	18.9800	0.0134	0.8880	322.3307	0.0038	1.5431	44.5281	0.0008	1.4605	102.1664
	300	0.0002	0.3130	27.9689	0.0077	0.8643	702.4606	0.0009	1.7605	99.6700	0.0005	1.7670	234.7359
ZDT2	100	0.0002	0.1471	9.3547	0.0186	1.0224	92.6756	0.0092	1.3142	12.4336	0.0014	1.4891	26.2099
	150	0.0001	0.1432	13.9232	0.0060	0.9164	195.0313	0.0124	1.2876	25.0904	0.0008	1.7399	60.9014
	200	0.0001	0.1546	18.5560	0.0109	1.0756	325.0265	0.0043	1.5075	43.2346	0.0012	1.7549	105.3656
	300	0.0001	0.1390	28.2260	0.0066	0.9324	703.1144	0.0062	1.5204	92.1880	0.0005	1.5148	220.0801
ZDT3	100	0.0008	1.0107	9.3611	0.0137	1.2685	56.7915	0.0036	1.5085	10.1395	0.0020	1.4426	23.9510
	150	0.0005	1.0169	13.9943	0.0116	1.2015	112.3462	0.0082	1.6049	19.9110	0.0014	1.6640	51.7423
	200	0.0004	1.0236	18.5986	0.0119	1.1220	181.6382	0.0090	1.4377	30.3300	0.0010	1.6328	95.1171
	300	0.0003	1.0470	27.6478	0.0118	1.1178	396.1695	0.0022	1.5776	62.2055	0.0022	1.6689	201.1445
ZDT6	100	0.0001	0.7261	9.4208	0.0003	0.9981	50.6778	0.0027	1.3823	9.7510	0.0003	1.6698	27.3501
	150	0.0001	0.2134	18.6394	0.0002	1.0619	97.2918	0.0007	1.3166	18.1468	0.0001	1.3441	55.1774
	200	0.0000	0.1611	14.0255	0.0001	1.0695	163.7427	0.0014	1.4429	30.1978	0.0001	1.4342	108.9766
	300	0.0000	0.1791	28.0454	0.0001	1.2066	334.4067	0.0008	1.5522	68.1699	0.0001	1.7650	229.6646