Landscape-based adaptive operator selection mechanism for differential evolution.
Karam M. SallamSaber M. ElsayedRuhul A. SarkerDaryl Leslie EssamPublished in: Inf. Sci. (2017)
Keyphrases
- differential evolution
- selection mechanism
- evolutionary algorithm
- convergence speed
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- test functions
- mutation operator
- particle swarm optimization pso
- crossover rate
- optimization method
- genetic algorithm
- mutation strategy
- numerical optimization problems
- constrained optimization problems
- function optimization problems
- global optimization problems
- hybrid algorithm
- evolutionary programming
- premature convergence
- artificial bee colony
- adaptive differential evolution
- biogeography based optimization
- evolution strategy
- real coded
- multi objective
- parameter optimization
- particle swarm
- multi objective optimization
- solving global optimization problems
- evolutionary strategy
- harmony search
- selection operator
- direct search
- numerical optimization
- crossover operator
- parameter estimation