Fitness Distance Correlation, as statistical measure of Genetic Algorithm difficulty, revisited.
Philippe CollardAlessio GasparManuel ClergueCathy EscazutPublished in: ECAI (1998)
Keyphrases
- genetic algorithm
- distance measure
- fitness function
- correlation coefficient
- evolutionary algorithm
- correlation analysis
- information theory
- genetic programming
- similarity measure
- crossover and mutation
- population size
- statistical analysis
- multi objective
- genetic algorithm ga
- genetic operators
- highly correlated
- evolutionary computation
- neural network
- dissimilarity measure
- roulette wheel selection
- multi objective optimization
- fitness evaluation
- hybrid algorithm
- euclidean distance
- distance metric
- hamming distance
- distance function
- data driven
- statistical measures
- statistical methods
- optimization method
- job shop scheduling problem
- hypothesis testing
- tabu search
- kullback leibler divergence
- natural selection
- artificial neural networks
- data sets