On the selection of solutions for mutation in differential evolution.
Yong WangZhi-Zhong LiuJianbin LiHan-Xiong LiJiahai WangPublished in: Frontiers Comput. Sci. (2018)
Keyphrases
- differential evolution
- evolutionary algorithm
- initial population
- mutation operator
- optimization algorithm
- differential evolution algorithm
- test functions
- multi objective optimization problems
- particle swarm optimization
- convergence speed
- genetic algorithm
- mutation strategy
- crossover and mutation
- genetic operators
- premature convergence
- multi objective problems
- optimization method
- multi objective optimization
- particle swarm optimization pso
- multi objective evolutionary algorithms
- evolution strategy
- function optimization problems
- parameter optimization
- adaptive differential evolution
- numerical optimization problems
- solving global optimization problems
- evolutionary programming
- crossover operator
- evolutionary search
- constrained optimization problems
- particle swarm
- hybrid algorithm
- candidate solutions
- harmony search
- real coded
- biogeography based optimization
- optimal solution
- selection operator
- step size
- convergence rate
- evolutionary computation