Dimension improvements based adaptation of control parameters in Differential Evolution: A fitness-value-independent approach.
Zhenyu MengPublished in: Expert Syst. Appl. (2023)
Keyphrases
- differential evolution algorithm
- control parameters
- differential evolution
- evolutionary algorithm
- optimization algorithm
- genetic algorithm
- initial population
- convergence speed
- optimization method
- fitness function
- artificial bee colony
- multi objective
- evolutionary computation
- particle swarm optimization
- scale factor
- optimization problems
- hybrid algorithm
- pid controller
- population size
- parameter optimization
- particle swarm optimization pso
- fitness landscape
- learning rate
- mutation strategy
- machine learning
- particle swarm
- multi objective optimization
- genetic programming
- mutation operator
- function optimization
- global optimization
- learning algorithm