A modified genetic algorithm for forecasting fuzzy time series.
Eren BasVedide Rezan UsluUfuk YolcuErol EgriogluPublished in: Appl. Intell. (2014)
Keyphrases
- soft computing
- fuzzy logic
- genetic algorithm
- box jenkins
- evolutionary computation
- forecasting accuracy
- fuzzy sets
- fuzzy systems
- weather forecasting
- artificial neural networks
- neural network
- financial time series
- membership functions
- exponential smoothing
- fuzzy rules
- hybrid model
- short term
- phase space reconstruction
- evolutionary algorithm
- chaotic time series
- arma model
- multi objective
- support vector regression
- simulated annealing
- genetic algorithm ga
- arima model
- demand forecasting
- moving average
- fuzzy controller
- fitness function
- multivariate time series
- non stationary
- dynamic time warping
- tabu search
- exchange rate
- fuzzy set theory
- autoregressive
- fuzzy rule based systems
- turning points
- bp neural network
- fuzzy model
- stock market
- forecast models
- ant colony optimization