A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression.
Qisen CaiDefu ZhangWei ZhengStephen C. H. LeungPublished in: Knowl. Based Syst. (2015)
Keyphrases
- ant colony optimization
- forecasting model
- forecasting accuracy
- support vector regression
- short term
- ant colony
- metaheuristic
- swarm intelligence
- bp neural network
- aco algorithm
- regression model
- traveling salesman problem
- particle swarm optimization
- ant colonies
- ant colony optimization algorithm
- fuzzy sets
- nature inspired
- aco algorithms
- prediction model
- ant colony algorithm
- artificial ants
- model selection
- fuzzy logic
- long term
- genetic algorithm
- hybrid model
- support vector
- membership functions
- fuzzy rules
- electric power
- stock market
- quadratic assignment problem
- simulated annealing
- financial time series
- least squares
- search space