Reducing function evaluations in Differential Evolution using rough approximation-based comparison.
Tetsuyuki TakahamaSetsuko SakaiPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- rough approximations
- particle swarm optimization
- differential evolution algorithm
- convergence speed
- mutation operator
- particle swarm optimization pso
- test functions
- genetic algorithm
- multi objective optimization
- optimization method
- function optimization problems
- numerical optimization problems
- global optimization problems
- parameter optimization
- multi objective
- solving global optimization problems
- evolution strategy
- direct search
- multi criteria
- scale factor
- fitness function
- data mining