Improving Differential Evolution with Ring Topology-Based Mutation Operators.
Jingliang LiaoYiqiao CaiYonghong ChenTian WangHui TianPublished in: 3PGCIC (2014)
Keyphrases
- differential evolution
- mutation operator
- evolutionary algorithm
- premature convergence
- mutation strategy
- differential evolution algorithm
- optimization algorithm
- evolutionary programming
- crossover operator
- genetic algorithm
- particle swarm optimization
- test functions
- convergence speed
- particle swarm optimization pso
- optimization method
- function optimization
- initial population
- genetic operators
- multi objective optimization
- constrained optimization problems
- numerical optimization problems
- simulated annealing algorithm
- evolutionary strategy
- parameter optimization
- evolution strategy
- hybrid algorithm
- optimization problems
- crossover and mutation
- artificial bee colony
- multi objective
- evolutionary computation
- particle swarm
- function optimization problems
- global optimization problems
- pso algorithm
- convergence rate
- solving global optimization problems