A mutation and crossover adaptation mechanism for differential evolution algorithm.
Johanna AaltoJouni LampinenPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- differential evolution algorithm
- differential evolution
- mutation operation
- evolutionary algorithm
- mutation operator
- global numerical optimization
- initial population
- convergence speed
- genetic algorithm
- crossover operator
- mutation strategy
- evolutionary computation
- scale factor
- particle swarm optimization
- optimization algorithm
- optimization method
- control parameters
- particle swarm optimization pso
- premature convergence
- multi objective optimization
- multi objective
- evolution strategy
- genetic operators
- evolutionary programming
- optimization problems
- particle swarm
- fitness function
- crossover rate
- traveling salesman problem
- evolutionary process
- population size
- hybrid algorithm
- crossover and mutation
- optimization model
- nsga ii
- particle swarm optimization algorithm
- swarm intelligence
- genetic algorithm ga