A New Approach for Dynamic Mutation Parameter in the Differential Evolution Algorithm Using Fuzzy Logic.
Patricia OchoaOscar CastilloJosé SoriaPublished in: NAFIPS (2017)
Keyphrases
- differential evolution algorithm
- differential evolution
- evolutionary algorithm
- control parameters
- mutation operation
- scale factor
- genetic algorithm
- global numerical optimization
- optimization algorithm
- particle swarm optimization
- initial population
- mutation operator
- multi objective
- optimization method
- convergence speed
- optimization model
- optimization problems
- particle swarm optimization pso
- data fusion
- particle swarm
- fitness function
- pid controller
- population size
- evolutionary programming
- learning rate
- crossover rate
- genetic algorithm ga