Fractional-Order Boosted Jellyfish Search Optimizer with Gaussian Mutation for Income Forecast of Rural Resident

Table 4

The number of function evaluations and execution times on cec2017 test functions.

Function	JS	GSA	CSO	MVO	WOA	GOA	LSO	HHO	ASO	AOA	AO	FOGJS
CEC01	2.7065	12.3922	6.0170	6.0348	2.2613	35.1929	1.9855	11.3714	20.9821	4.5290	11.6457	15.1768
CEC03	3.5131	12.2369	7.8752	5.3787	2.7771	35.5317	2.3484	10.1844	23.2933	4.9004	24.9698	16.0245
CEC04	2.6789	11.6298	5.9341	5.5321	2.0978	34.7803	1.6983	9.6181	22.0126	4.0862	10.4534	15.4520
CEC05	2.7505	11.7143	6.2998	5.7581	2.2609	35.0219	1.8799	11.9700	20.3889	4.8477	12.0491	14.5897
CEC06	5.0495	13.8682	12.9905	7.9945	4.5030	37.2236	4.1648	17.9729	26.0110	6.8288	17.8733	19.3789
CEC07	2.9198	11.9703	6.8966	5.9520	2.4580	35.2540	2.0748	12.3911	19.7669	4.9447	14.2293	14.9892
CEC08	2.8103	11.7521	6.5594	5.7971	2.3564	35.1671	1.9380	12.2690	20.5061	4.8929	12.2444	14.7867
CEC09	4.3631	13.1465	10.7201	7.3054	3.8079	38.6865	3.3674	14.1672	20.5218	4.8905	12.3131	18.0388
CEC10	5.0373	12.7053	9.6647	6.9376	3.4602	36.3130	3.2438	15.5772	29.0926	5.2186	13.1325	18.3623
CEC11	2.9487	11.8532	6.7883	5.1665	2.4030	35.3573	2.7793	10.4996	26.0504	4.4148	11.2691	15.3322
CEC12	3.6138	12.1908	7.9926	6.2011	2.7580	35.4513	2.6014	11.2374	26.3553	5.1620	11.8367	16.3858
CEC13	3.1011	11.8712	6.9422	5.8020	2.4297	35.2583	2.1285	10.7652	25.2373	4.4944	10.9107	15.3066
CEC14	4.2574	12.2911	8.1456	5.9011	2.8667	35.6623	2.5319	12.8246	26.5752	5.3377	12.6115	17.4529
CEC15	2.9989	11.7677	6.6305	5.6208	2.3407	35.2033	2.0122	10.3497	25.4023	4.3027	10.7015	15.3175
CEC16	3.6415	12.4632	7.8490	6.2351	2.7876	35.6124	2.3901	11.1907	26.7440	4.6606	11.5330	18.2657
CEC17	5.6991	14.3658	14.4855	8.4687	5.0384	37.9059	4.8134	16.2210	30.2044	6.7846	15.0185	22.2148
CEC18	3.3428	11.9307	7.0916	5.6584	2.4941	35.2894	2.0984	11.2186	25.6128	4.6969	11.3155	16.2910
CEC19	9.0490	17.8390	24.8333	11.8436	8.4414	41.2716	8.2289	39.8321	34.6625	15.8344	34.1780	28.8875
CEC20	6.7150	14.7896	15.6685	8.9579	5.4461	38.0852	5.2075	16.8818	30.0451	6.8492	15.5655	23.0113
CEC21	6.2876	15.0089	16.4831	9.1370	5.6521	38.3453	5.3954	19.7756	33.9069	8.1039	17.9104	22.4235
CEC22	7.4123	16.0146	19.7128	10.4190	6.8338	39.5789	6.6221	22.1463	31.5021	8.9067	20.0652	24.8958
CEC23	8.3140	16.7610	22.0370	11.2247	7.6950	40.2366	10.7281	23.7808	34.3246	9.9222	22.1497	27.9339
CEC24	8.0441	16.6313	21.4595	10.8171	7.3408	40.0270	8.5336	33.3528	35.4490	10.5150	23.8269	29.6309
CEC25	7.8619	16.7512	21.3756	10.8456	7.3697	39.9249	11.0523	29.1524	33.6303	9.3849	22.1971	25.8589
CEC26	9.8584	18.4609	26.9625	12.9988	9.4126	41.8311	12.4126	35.0726	35.9213	11.4311	26.3548	30.0543
CEC27	11.3057	19.5524	30.5458	14.0669	11.3285	42.9386	11.8015	38.1281	38.6731	12.6044	29.0552	46.5453
CEC28	9.8053	18.3297	26.6680	12.6377	10.6993	41.8145	11.3436	33.5285	35.7967	11.1153	25.8306	32.0283
CEC29	9.2615	17.8411	24.7765	11.9704	8.8397	41.0065	10.5643	29.9246	35.2396	9.2298	21.0481	29.3321
CEC30	12.7780	21.1413	35.0944	15.4022	12.1838	44.4547	14.7088	58.1867	40.5053	18.4674	39.2704	36.0754
NFFEs	30030	30000	90030	30000	30000	60000	31030	98461	30000	30030	60000	60030