Local function approximation in evolutionary algorithms for the optimization of costly functions.
Rommel G. RegisChristine A. ShoemakerPublished in: IEEE Trans. Evol. Comput. (2004)
Keyphrases
- function approximation
- evolutionary algorithm
- optimization problems
- reinforcement learning
- evolution strategy
- multi objective
- optimization algorithm
- temporal difference learning algorithms
- differential evolution
- evolutionary computation
- radial basis function
- temporal difference
- temporal difference learning
- learning tasks
- model free
- function approximators
- fitness function
- genetic algorithm
- optimization methods
- temporal difference methods
- decision trees
- linear combination
- particle swarm optimization
- artificial neural networks