Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting.
Victor Henrique Alves RibeiroGilberto Reynoso-MezaHugo Valadares SiqueiraPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- echo state networks
- multi objective
- extreme learning machines
- recurrent neural networks
- multi objective optimization
- optimization algorithm
- evolutionary algorithm
- short term
- particle swarm optimization
- objective function
- evolutionary optimization
- multiobjective optimization
- conflicting objectives
- genetic algorithm
- nsga ii
- multiple objectives
- artificial intelligence
- pareto optimal
- ensemble learning
- long term
- medium term
- chaotic time series
- multi objective optimization problems
- bi objective
- prediction model
- multi objective evolutionary algorithms
- financial time series
- expert systems
- decision trees
- exchange rate
- weather forecasting
- grey model
- ensemble methods
- support vector regression