Correlations Between the Scaling Factor and Fitness Values in Differential Evolution.
Xiaolong ZhuHao ZhangYang GaoPublished in: IEEE Access (2020)
Keyphrases
- differential evolution
- scaling factors
- premature convergence
- particle swarm optimization
- population diversity
- evolutionary algorithm
- convergence speed
- optimization algorithm
- control parameters
- differential evolution algorithm
- mutation operator
- optimization method
- inertia weight
- particle swarm optimization pso
- optimization process
- genetic algorithm
- crossover and mutation
- membership functions
- particle swarm optimization algorithm
- crossover operator
- hybrid algorithm
- fitness landscape
- multi objective
- particle swarm
- pso algorithm
- evolution strategy
- evolutionary search
- multi objective optimization
- evolutionary computation
- fuzzy sets
- evolutionary strategy
- global search
- fuzzy rules
- search capabilities
- particle swarm optimizer
- optimization problems
- machine learning