Differential Evolution Improved with Adaptive Control Parameters and Double Mutation Strategies.
Jun LiuXiaoming YinXingsheng GuPublished in: AsiaSim/SCS AutumnSim (1) (2016)
Keyphrases
- differential evolution
- differential evolution algorithm
- control parameters
- optimization algorithm
- crossover rate
- adaptive mutation
- evolutionary algorithm
- mutation operator
- particle swarm optimization
- convergence speed
- adaptive differential evolution
- mutation strategy
- optimization method
- particle swarm optimization pso
- multi objective
- genetic algorithm
- evolutionary programming
- artificial bee colony
- function optimization problems
- evolution strategy
- hybrid algorithm
- premature convergence
- scale factor
- crossover operator
- learning rate
- initial population
- pid controller
- parameter optimization
- evolutionary computation
- control algorithm
- pso algorithm
- optimization problems
- dynamic programming
- control system
- optimal solution