A hierarchical surrogate assisted optimization algorithm using teaching-learning-based optimization and differential evolution for high-dimensional expensive problems.
Jian ZhangMuxi LiXinxin YueXiaojuan WangMaolin ShiPublished in: Appl. Soft Comput. (2024)
Keyphrases
- optimization algorithm
- differential evolution
- multi objective
- high dimensional
- optimization method
- global optimization problems
- constrained optimization problems
- convergence speed
- artificial bee colony
- test functions
- differential evolution algorithm
- particle swarm optimization pso
- evolutionary algorithm
- numerical optimization problems
- mutation operator
- evolutionary multi objective
- particle swarm optimization
- hybrid algorithm
- premature convergence
- parameter optimization
- nsga ii
- multi objective optimization
- harmony search
- direct search
- function optimization problems
- control parameters
- benchmark problems
- multiobjective optimization
- particle swarm
- crossover operator
- multi objective evolutionary algorithms
- particle swarm optimisation
- hybrid optimization algorithm