A Shadowed Type-2 Fuzzy Approach for Crossover Parameter Adaptation in Differential Evolution.
Patricia OchoaCinthia PerazaOscar CastilloZong Woo GeemPublished in: Algorithms (2023)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- mutation operator
- particle swarm optimization
- differential evolution algorithm
- genetic algorithm
- crossover operator
- mutation strategy
- convergence speed
- optimization method
- particle swarm optimization pso
- test functions
- function optimization problems
- constrained optimization problems
- premature convergence
- direct search
- hybrid algorithm
- multi objective optimization
- parameter optimization
- evolution strategy
- global optimization problems
- evolutionary programming
- initial population
- fuzzy logic
- particle swarm
- biogeography based optimization
- numerical optimization problems
- membership functions
- multi objective
- fuzzy sets
- nsga ii
- parameter values
- pso algorithm
- solving global optimization problems
- simulated annealing
- function optimization
- genetic programming
- real coded
- fuzzy clustering
- fitness function
- evolutionary computation
- fuzzy rules