Differential Evolution Algorithm Using a Dynamic Crossover Parameter with Fuzzy Logic Applied for the CEC 2015 Benchmark Functions.
Patricia OchoaOscar CastilloJosé SoriaPublished in: NAFIPS (2018)
Keyphrases
- differential evolution algorithm
- fuzzy logic
- differential evolution
- evolutionary algorithm
- control parameters
- genetic algorithm
- mutation operation
- neural network
- global numerical optimization
- genetic programming
- scale factor
- evolutionary computation
- multi objective
- initial population
- real time
- back propagation
- basis functions
- membership functions
- simulated annealing
- optimization method
- computational intelligence
- crossover operator
- expert systems