A Constructive Feature Induction Mechanism Founded on Evolutionary Strategies with Fitness Functions Generated on the Basis of Decision Trees.
Mariusz WrzesienWieslaw PajaKrzysztof PancerzPublished in: RSKT (2011)
Keyphrases
- fitness function
- evolutionary strategy
- evolutionary algorithm
- decision trees
- evolutionary computation
- genetic programming
- fitness evaluation
- genetic algorithm
- genetic algorithm ga
- induction algorithms
- constructive induction
- differential evolution
- search space
- machine learning
- multi objective
- multi objective optimization
- nsga ii
- simulated annealing
- evolutionary process
- crossover operator
- evolutionary search
- constrained optimization problems
- penalty function
- variable length
- optimization problems
- premature convergence
- memetic algorithm
- multi objective evolutionary algorithms
- artificial neural networks
- membership functions
- fuzzy logic