Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse.
Krzysztof JurczukMarcin CzajkowskiMarek KretowskiPublished in: PPAM (1) (2019)
Keyphrases
- fitness evaluation
- decision trees
- genetic programming
- fitness function
- genetic algorithm
- rule induction
- constructive induction
- induction algorithms
- evolutionary search
- multivariate decision trees
- evolutionary computation
- fuzzy model
- classification rules
- test data generation
- evolutionary algorithm
- machine learning
- membership functions
- evolutionary strategy
- genetic algorithm ga
- inductive learning
- training data
- search space
- artificial neural networks
- backward chaining
- inductive logic programming
- pattern recognition
- rule sets
- decision rules
- multi objective optimization
- variable length
- evolutionary process