Lossless fitness inheritance in genetic algorithms for decision trees.
Dimitris KallesAthanassios PapagelisPublished in: Soft Comput. (2010)
Keyphrases
- genetic algorithm
- decision trees
- fitness function
- population size
- evolutionary algorithm
- genetic programming
- fitness landscape
- evolution process
- evolutionary computation
- crossover and mutation
- naive bayes
- decision tree induction
- predictive accuracy
- object oriented
- evolutionary process
- image compression
- genetic operators
- genetic algorithm ga
- multi objective
- simulated annealing
- knowledge representation
- natural selection
- random forest
- machine learning
- object oriented databases
- fitness evaluation
- feature construction
- metaheuristic
- fuzzy logic
- attribute selection
- genetic search
- adaptive parameter control
- data mining methods
- particle swarm optimization
- neural network
- rule induction
- multi objective optimization
- decision tree algorithm
- data embedding
- decision tree learning
- initial population
- lossless compression
- differential evolution
- constructive induction
- tabu search
- artificial neural networks
- training data
- data sets