Efficient constrained optimization by the ε constrained differential evolution with rough approximation using kernel regression.
Tetsuyuki TakahamaSetsuko SakaiPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- differential evolution
- constrained optimization
- constrained optimization problems
- kernel regression
- constraint handling
- evolutionary algorithm
- parameter optimization
- evolutionary strategy
- differential evolution algorithm
- optimization algorithm
- particle swarm optimization
- penalty function
- convergence speed
- mutation operator
- optimization method
- evolution strategy
- genetic algorithm
- rough approximations
- objective function
- crossover operator
- particle swarm optimization pso
- optimization problems
- regression model
- multi objective
- multi criteria
- rough sets