Automatic Generation of a Type-2 Fuzzy System for Time Series Forecast based on Genetic Programming.
Marco Antonio Cunha FerreiraRicardo TanscheitMarley M. B. R. VellascoPublished in: EUSFLAT Conf. (2019)
Keyphrases
- genetic programming
- financial forecasting
- fitness function
- fuzzy sets
- symbolic regression
- evolutionary computation
- fuzzy logic
- evolutionary algorithm
- fuzzy clustering
- genetic algorithm
- fuzzy rule based systems
- classification rules
- exponential smoothing
- short term
- fuzzy numbers
- gene expression programming
- box jenkins
- regression problems
- membership functions
- fuzzy set theory
- symbolic representation
- t norm
- fuzzy controller
- forecasting accuracy
- soft computing
- chaotic time series
- fuzzy rules
- mackey glass
- neural network