Double-layer-clustering differential evolution multimodal optimization by speciation and self-adaptive strategies.
Qingxue LiuShengzhi DuBarend Jacobus van WykYanxia SunPublished in: Inf. Sci. (2021)
Keyphrases
- differential evolution
- optimization algorithm
- adaptive strategies
- optimization method
- evolution strategy
- evolutionary algorithm
- parameter optimization
- global optimization problems
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- test functions
- real coded
- harmony search
- genetic algorithm
- particle swarm optimizer
- evolutionary strategy
- clustering algorithm
- direct search
- particle swarm
- numerical optimization problems
- multi objective
- constrained optimization problems
- mutation operator
- particle swarm optimization pso
- optimization problems
- optimization methods
- numerical optimization
- function optimization problems
- solving global optimization problems
- k means
- hybrid algorithm
- multi objective optimization
- premature convergence
- artificial bee colony
- optimization process
- global search
- global convergence
- function optimization
- evolutionary programming
- multi objective optimization problems
- power flow
- global optimization
- crossover operator
- nsga ii
- multi objective evolutionary algorithms
- multi objective genetic algorithm
- multiobjective optimization
- genetic programming
- simulated annealing