Differential evolution algorithm with fitness and diversity ranking-based mutation operator.
Jianchao ChengZhibin PanHao LiangZhaoqi GaoJinghuai GaoPublished in: Swarm Evol. Comput. (2021)
Keyphrases
- differential evolution algorithm
- mutation operator
- differential evolution
- evolutionary algorithm
- population diversity
- premature convergence
- crossover and mutation
- evolutionary process
- convergence speed
- crossover operator
- global numerical optimization
- fitness function
- genetic operators
- genetic algorithm
- initial population
- multi objective
- function optimization
- optimization algorithm
- optimization problems
- evolutionary programming
- optimization method
- mutation strategy
- hybrid algorithm
- particle swarm optimization
- evolutionary strategy
- simulated annealing
- evolutionary computation
- evolution strategy
- selection operator
- genetic programming
- particle swarm optimization pso
- search capabilities
- particle swarm
- population size
- nsga ii
- multi objective optimization
- fitness landscape
- genetic algorithm ga
- step size