Surrogate-assisted classification-collaboration differential evolution for expensive constrained optimization problems.
Zan YangHaobo QiuLiang GaoXiwen CaiChen JiangLiming ChenPublished in: Inf. Sci. (2020)
Keyphrases
- differential evolution
- constrained optimization problems
- evolutionary algorithm
- constraint handling
- optimization algorithm
- convergence speed
- differential evolution algorithm
- test functions
- particle swarm optimization
- genetic algorithm
- mutation operator
- optimization method
- optimization problems
- particle swarm optimization pso
- constrained optimization
- evolution strategy
- premature convergence
- hybrid algorithm
- numerical optimization problems
- penalty function
- multi objective optimization
- support vector
- objective function
- particle swarm
- crossover operator
- parameter optimization
- particle swarm optimization algorithm
- biogeography based optimization
- function optimization problems
- fitness function
- solving global optimization problems
- evolutionary strategy
- artificial bee colony
- genetic programming
- support vector machine
- multi objective