Can Evolution Strategies Improve Learning Guidance in XCS? Design and Comparison with Genetic Algorithms based XCS.
Sergio Morales-OrtigosaAlbert Orriols-PuigEster Bernadó-MansillaPublished in: CCIA (2008)
Keyphrases
- evolution strategy
- learning classifier systems
- genetic algorithm
- classifier systems
- learning systems
- differential evolution
- learning algorithm
- evolutionary algorithm
- rule discovery
- design principles
- population size
- neural network
- learning process
- real valued
- rule learning
- reinforcement learning
- particle swarm optimization
- learning design
- artificial neural networks
- genetic operators
- supervised learning
- fuzzy logic
- cost function