Differential Evolution with Adaptive Mutation and Parameter Control Using Lévy Probability Distribution.
Ren-Jie HeZhen-Yu YangPublished in: J. Comput. Sci. Technol. (2012)
Keyphrases
- differential evolution
- adaptive mutation
- control parameters
- differential evolution algorithm
- premature convergence
- probability distribution
- optimization algorithm
- evolutionary algorithm
- mutation operator
- particle swarm optimization
- convergence speed
- genetic algorithm
- crossover rate
- evolution strategy
- multi objective
- particle swarm optimization pso
- initial population
- optimization method
- neural network
- particle swarm
- pid controller
- multi objective optimization
- crossover operator
- control method
- scale factor
- mutation strategy
- hybrid algorithm
- learning rate
- control system
- bayesian networks
- evolutionary programming
- evolutionary search
- global optimization