Lossless fitness inheritance in genetic algorithms for decision trees
Dimitris KallesPublished in: CoRR (2006)
Keyphrases
- genetic algorithm
- decision trees
- fitness function
- population size
- evolutionary algorithm
- genetic programming
- fitness landscape
- evolutionary computation
- decision tree induction
- predictive accuracy
- multi objective
- object oriented
- adaptive parameter control
- object oriented databases
- machine learning algorithms
- image compression
- training data
- optimization method
- naive bayes
- feature construction
- machine learning
- simulated annealing
- knowledge representation
- random forest
- multi objective optimization
- multiple inheritance
- crossover and mutation
- lossless compression
- artificial neural networks
- metaheuristic
- evolution process
- genetic operators
- evolutionary process
- constructive induction
- natural selection
- particle swarm optimization pso
- decision rules
- differential evolution
- data mining methods
- particle swarm optimization
- attribute selection
- tabu search
- genetic algorithm ga
- induction algorithms
- decision tree algorithm
- mutation operator
- crossover operator
- neural network
- hybrid algorithm
- decision tree learning
- fitness evaluation
- rule sets
- evolutionary strategy
- premature convergence
- ensemble methods
- classification rules
- computational intelligence
- fuzzy logic
- wavelet transform
- search space
- data mining