Self-Adaptation of Mutation Operator and Probability for Permutation Representations in Genetic Algorithms.
Martin Craig SerpellJames E. SmithPublished in: Evol. Comput. (2010)
Keyphrases
- mutation operator
- evolutionary programming
- genetic algorithm
- differential evolution
- evolutionary algorithm
- premature convergence
- crossover operator
- evolution strategy
- genetic operators
- convergence rate
- function optimization
- classifier systems
- fitness function
- initial population
- crossover and mutation
- convergence speed
- crossover and mutation operators
- search direction
- step size
- genetic algorithm ga
- cost function
- genetic programming
- neural network
- multi objective
- genetic search
- simulated annealing
- optimization problems
- evolutionary computation
- particle swarm optimization
- optimization algorithm
- evolutionary process
- evolutionary strategy
- particle swarm
- tabu search
- global search
- constraint handling
- search algorithm
- optimization method