An Efficient Two-Stage Surrogate-Assisted Differential Evolution for Expensive Inequality Constrained Optimization.
Feng-Feng WeiWei-Neng ChenWentao MaoXiao-Min HuJun ZhangPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2023)
Keyphrases
- differential evolution
- constrained optimization
- constrained optimization problems
- constraint handling
- evolutionary algorithm
- evolutionary strategy
- particle swarm optimization
- differential evolution algorithm
- convergence speed
- optimization algorithm
- test functions
- premature convergence
- particle swarm optimization pso
- mutation operator
- penalty function
- genetic algorithm
- evolution strategy
- unconstrained optimization
- hybrid algorithm
- optimization method
- objective function
- multi objective optimization
- direct search
- multi objective
- parameter optimization
- computationally expensive
- crossover operator
- genetic programming
- population diversity
- particle swarm
- pso algorithm
- evolutionary computation
- initial population
- global optimization
- harmony search
- feasible solution