Parameters with Adaptive Learning Mechanism (PALM) for the enhancement of Differential Evolution.
Zhenyu MengJeng-Shyang PanLingping KongPublished in: Knowl. Based Syst. (2018)
Keyphrases
- differential evolution
- learning mechanism
- parameter optimization
- crossover rate
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- evolutionary strategy
- test functions
- optimization method
- particle swarm optimization pso
- mutation operator
- evolutionary programming
- numerical optimization problems
- genetic algorithm
- global optimization problems
- evolution strategy
- multi objective optimization
- learning process
- solving global optimization problems
- artificial bee colony
- particle swarm
- scale factor
- direct search
- image enhancement
- function optimization problems
- control parameters
- step size
- parameter settings
- global optimization
- multi objective
- learning algorithm
- neural network