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

Table 10

Fitting results of different forecast models.

Years	Actual income	GM	DGM	TRGM	FANGBM	FTDGM	DFTDGM	TDFTDGM
1989	433.67	434.00	434.00	434.00	434.00	434.00	434.00	434.00
1990	530.00	306.97	311.02	569.77	483.14	537.18	483.23	542.11
1991	533.96	347.14	351.70	635.64	537.88	640.47	538.04	534.00
1992	558.79	392.57	397.71	709.11	598.85	743.90	599.08	648.42
1993	652.99	443.95	449.73	791.08	666.77	847.48	667.03	657.57
1994	804.84	502.04	508.56	882.53	742.44	951.26	742.70	786.08
1995	962.89	567.75	575.08	984.54	826.76	1055.29	826.94	816.24
1996	1165.10	642.04	650.30	1098.35	920.71	1159.60	920.75	963.04
1997	1273.30	726.07	735.36	1225.31	1025.41	1264.27	1025.19	1018.92
1998	1415.08	821.08	831.55	1366.95	1142.11	1369.37	1141.48	1189.29
1999	1474.96	928.53	940.32	1524.96	1272.19	1475.00	1270.96	1294.69
2000	1471.67	1050.05	1063.32	1701.24	1417.21	1581.27	1415.13	1477.34
2001	1529.11	1187.46	1202.40	1897.89	1578.89	1688.31	1575.66	1585.97
2002	1648.04	1342.86	1359.68	2117.28	1759.19	1796.31	1754.39	1842.90
2003	1741.11	1518.60	1537.53	2362.02	1960.25	1905.46	1953.40	2035.64
2004	1952.57	1717.33	1738.65	2635.06	2184.52	2016.01	2174.98	2305.63
2005	2161.68	1942.07	1966.07	2939.66	2434.71	2128.27	2421.69	2522.53
2006	2396.33	2196.22	2223.24	3279.46	2713.85	2242.60	2696.39	2890.23
2007	2824.05	2483.63	2514.05	3658.55	3025.34	2359.47	3002.26	3217.49
2008	3373.46	2808.65	2842.90	4081.46	3373.00	2479.41	3342.81	3627.64
2009	3722.07	3176.21	3214.76	4553.25	3761.09	2603.10	3722.00	4011.96
2010	4477.21	3591.86	3635.26	5079.58	4194.40	2731.35	4144.20	4520.87
2011	5483.79	4061.92	4110.77	5666.76	4678.29	2865.13	4614.29	5092.62
2012	6285.00	4593.48	4648.48	6321.80	5218.78	3005.67	5137.71	5725.99
2013	7092.20	5194.61	5256.51	7052.56	5822.62	3154.42	5720.50	6370.73