Problem Driven Machine Learning by Co-evolving Genetic Programming Trees and Rules in a Learning Classifier System.
Ryan J. UrbanowiczBen YangJason H. MoorePublished in: GPTP (2017)
Keyphrases
- learning classifier systems
- genetic programming
- evolutionary computation
- evolutionary algorithm
- machine learning
- rule discovery
- genetic algorithm
- machine learning systems
- fitness function
- rule sets
- rule learning
- classification rules
- real valued
- decision trees
- reinforcement learning
- relational reinforcement learning
- neural network
- training set
- expert systems
- machine learning algorithms
- data analysis
- learning tasks
- production rules
- hyper heuristics
- artificial intelligence