Self-adaptive resources allocation-based differential evolution for constrained evolutionary optimization.
Kangjia QiaoJing LiangKunjie YuMinghua YuanBoyang QuCaitong YuePublished in: Knowl. Based Syst. (2022)
Keyphrases
- differential evolution
- evolutionary optimization
- multi objective
- genetic algorithm
- evolutionary algorithm
- optimization algorithm
- constraint handling
- resource allocation
- particle swarm optimization
- constrained optimization problems
- convergence speed
- differential evolution algorithm
- optimization method
- mutation operator
- test functions
- multi objective optimization
- parameter optimization
- evolution strategy
- particle swarm optimization pso
- premature convergence
- numerical optimization problems
- control parameters
- function optimization problems
- solving global optimization problems
- artificial bee colony
- global optimization problems
- fitness function
- particle swarm
- direct search
- evolutionary strategy
- fuzzy logic
- function optimization
- real coded
- fuzzy modeling
- crossover operator
- neural network
- computational intelligence
- optimization problems
- numerical optimization
- genetic programming
- expert systems
- genetic algorithm ga
- evolutionary computation
- nsga ii
- objective function