Investigation of Adaptive Parameter Strategies for Differential Evolution.
Jia-Wei JiQiang YangXu-Dong GaoZhen-Yu LuPublished in: SMC (2022)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- particle swarm optimization
- convergence speed
- test functions
- optimization method
- constrained optimization problems
- mutation operator
- evolutionary programming
- premature convergence
- genetic algorithm
- particle swarm optimization pso
- evolution strategy
- global optimization problems
- multi objective optimization
- crossover operator
- solving global optimization problems
- numerical optimization problems
- function optimization problems
- direct search
- hybrid algorithm
- particle swarm
- parameter optimization
- artificial bee colony
- control parameters
- optimization problems
- real coded
- neural network
- crossover rate
- initial population
- pso algorithm
- global optimization
- scale factor
- numerical optimization
- parameter values
- optimal solution