Research Article

A Novel Fuzzy Time Series Forecasting Model Based on Multiple Linear Regression and Time Series Clustering

Table 1

Main simulation parameters.

ParametersValue

Time to predict h1
Number of the intervals 10
Stopping criterion threshold of the proposed clustering algorithm0.01
Number of cluster K5
Learning rate of ANN0.05
Learning goal of ANN