Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms.
Terry JonesStephanie ForrestPublished in: ICGA (1995)
Keyphrases
- genetic algorithm
- distance measure
- evolutionary algorithm
- correlation coefficient
- fitness function
- genetic programming
- population size
- evolutionary process
- fitness landscape
- kullback leibler divergence
- highly correlated
- multi objective
- metaheuristic
- natural selection
- evolutionary computation
- artificial neural networks
- evolution process
- kl divergence
- similarity measure
- correlation analysis
- crossover and mutation
- optimal matching
- string edit distance
- multi objective optimization
- dissimilarity measure
- distance function
- level set
- simulated annealing
- genetic operators
- hamming distance
- optimization method
- euclidean distance
- rank correlation
- search algorithm
- adaptive parameter control