proposed
a fuzzy time series method which is based on particle swarm optimization.
The Aladag et al. (2012)method used the first order fuzzy time series
forecasting method. Better quality forecasts can be obtained from
high order models instead of first order models. The high order fuzzy
time series forecasting model is defined as below.