Differential evolution utilizing a handful top superior individuals with bionic bi-population structure for the enhancement of optimization performance.
Zhenyu MengJeng-Shyang PanWei-min ZhengPublished in: Enterp. Inf. Syst. (2020)
Keyphrases
- differential evolution
- optimization algorithm
- mutation operator
- optimization method
- evolutionary algorithm
- evolutionary strategy
- evolution strategy
- differential evolution algorithm
- parameter optimization
- global optimization problems
- real coded
- initial population
- particle swarm optimization
- test functions
- selection operator
- convergence speed
- evolution process
- genetic algorithm
- direct search
- particle swarm
- opposition based learning
- optimization problems
- multi objective
- multi objective optimization
- premature convergence
- multi objective evolutionary algorithms
- particle swarm optimization pso
- function optimization
- harmony search
- constrained optimization problems
- evolutionary programming
- optimization process
- optimization methods
- hybrid algorithm
- artificial bee colony
- numerical optimization problems
- solving global optimization problems
- numerical optimization
- pso algorithm
- evolutionary computation
- power flow
- neural network
- biogeography based optimization
- fitness landscape
- global convergence
- constrained optimization