Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees.
Krzysztof JurczukMarcin CzajkowskiMarek KretowskiPublished in: Int. J. High Perform. Comput. Appl. (2021)
Keyphrases
- fitness evaluation
- decision trees
- genetic programming
- fitness function
- genetic algorithm
- rule induction
- constructive induction
- induction algorithms
- multivariate decision trees
- evolutionary search
- fuzzy model
- evolutionary computation
- evolutionary algorithm
- classification rules
- test data generation
- machine learning
- evolutionary strategy
- membership functions
- genetic algorithm ga
- decision rules
- inductive learning
- backward chaining
- evolutionary process
- rule sets
- training data
- data mining
- multi objective
- particle swarm optimization
- multi objective evolutionary algorithms
- generation algorithm
- artificial immune system
- fuzzy rules
- nsga ii
- inductive logic programming