Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization.
Guodong ChenYong LiKai ZhangXiaoming XueJian WangQin LuoChuanjin YaoJun YaoPublished in: Inf. Sci. (2021)
Keyphrases
- differential evolution
- optimization algorithm
- optimization method
- high dimensional
- evolution strategy
- global optimization problems
- evolutionary algorithm
- parameter optimization
- convergence speed
- test functions
- direct search
- real coded
- differential evolution algorithm
- particle swarm
- harmony search
- evolutionary strategy
- particle swarm optimization pso
- particle swarm optimization
- mutation operator
- genetic algorithm
- premature convergence
- solving global optimization problems
- computationally expensive
- optimization problems
- multi objective optimization
- hybrid algorithm
- evolutionary programming
- artificial bee colony
- constrained optimization problems
- numerical optimization
- numerical optimization problems
- optimization methods
- initial population
- global optimization
- ant colony algorithm
- model selection
- multi objective
- neural network