An analysis of the operation of differential evolution at high and low crossover rates.
James MontgomeryStephen ChenPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- mutation operator
- differential evolution algorithm
- genetic algorithm
- convergence speed
- particle swarm optimization
- particle swarm optimization pso
- optimization method
- crossover operator
- test functions
- mutation strategy
- function optimization problems
- real coded
- premature convergence
- initial population
- genetic programming
- evolutionary programming
- constrained optimization problems
- multi objective optimization
- global optimization problems
- biogeography based optimization
- evolution strategy
- artificial bee colony
- direct search
- fitness function