Improving genetic search in XCS-based classifier systems through understanding the evolvability of classifier rules.
Muhammad IqbalWill N. BrowneMengjie ZhangPublished in: Soft Comput. (2015)
Keyphrases
- classifier systems
- genetic search
- learning classifier systems
- genetic algorithm
- rule based systems
- evolutionary algorithm
- rule discovery
- genetic programming
- genetic operators
- multi objective
- rule sets
- real valued
- evolutionary computation
- rule learning
- reinforcement learning
- fitness function
- association rules
- decision rules
- simulated annealing
- fuzzy logic
- neural network
- classification rules
- expert systems
- rule base
- search space