Radial Basis Function Neural Network with Particle Swarm Optimization Algorithms for Regional Logistics Demand Prediction

Table 4

The logistics demand indicators and regional economic indicators statistical data.

Year
1994	200.141	59.737	78.277	62.127	72474.08	2916.45	1367.17	723.36	497
1995	244.321	66.246	98.091	79.984	93636.51	2358.72	1646.27	671.54	565
1996	287.165	77.002	115.601	94.562	109144.85	2148.83	1879.6	520.04	536
1997	324.147	88.028	126.532	109.587	121236.99	1790.05	2077.74	569.35	549
1998	347.409	91.224	132.401	123.784	129856.95	2093.28	2243.41	507.59	568
1999	364.912	92.603	134.963	137.346	138258.69	2470.69	2347.53	501.42	574
2000	392.82	94.558	143.311	154.951	152374.90	2545.17	2550.48	549.43	597
2001	429.35	98.168	157.201	173.981	168040.41	3099.16	2707.15	541.41	648
2002	472.501	104.795	173.338	194.368	185005.76	4469.19	2914.39	572.97	704
2003	533.309	112.861	201.48	218.968	209105.43	4469.19	3203.36	572.00	699
2004	637.963	137.992	249.317	250.654	238395.15	5638.62	3656.2	655.80	804
2005	738.511	148.114	306.723	283.674	298137.34	6871.62	4130.08	703.64	898
2006	863.781	160.348	377.519	323.914	342164.83	7904.76	4501.34	742.00	891
2007	1030.530	203.200	464.130	383.200	401557.46	11020.97	5259.22	799.40	979
2008	1260.123	221.615	582.339	456.169	480076.38	14384.61	6072.00	1145.13	1513
2009	1415.136	223.591	670.774	520.770	527835.10	24227.28	6817.42	1026.35	1913