A Hybrid Fuzzy Time Series Approach Based on Fuzzy Clustering and Artificial Neural Network with Single Multiplicative Neuron Model

Table 3

Performance evaluation of methods for RMSE criteria.

Methods	Years
	2000	2001	2002	2003	2004
Chen (1996) [9]	176	148	101	74	84
Huarng and Yu (2006) [31]	152	130	84	56	116
Huarng et al. (2007) [45]	154.42	124.02	93.48	65.51	72.35
Yu and Huarng (2010) [33]	131	130	80	58	67
Chen and Chang (2010) [46]	129.42	113.33	66.82	53.51	60.48
Chen and Chen (2011) [47]	123.62	115.33	71.01	58.06	57.73
Chen et al. (2012) [48]	119.98	114.47	67.17	52.49	52.27
The Proposed Method	99.19	98.53	59.34	41.25	44.15