Differential Evolution with a Level-Based Learning Strategy for Multimodal Optimization.
Yuhui ZhangWenhong WeiTiezhu ZhaoZijia WangPublished in: Int. J. Intell. Syst. (2023)
Keyphrases
- differential evolution
- learning strategies
- optimization algorithm
- optimization method
- evolution strategy
- real coded
- evolutionary algorithm
- parameter optimization
- convergence speed
- evolutionary strategy
- differential evolution algorithm
- global optimization problems
- harmony search
- mutation operator
- direct search
- test functions
- online learning
- particle swarm optimization
- genetic algorithm
- particle swarm
- multi objective
- particle swarm optimization pso
- artificial bee colony
- numerical optimization
- optimization process
- hybrid algorithm
- numerical optimization problems
- optimization problems
- solving global optimization problems
- multi objective optimization
- multi objective evolutionary algorithms
- biogeography based optimization
- optimization methods
- constrained optimization problems
- data sets
- function optimization
- particle swarm optimization algorithm
- global optimization
- fitness function
- power flow
- active learning
- global convergence
- e learning
- scale factor
- genetic algorithm ga
- constrained optimization