Enhanced differential evolution using random-based sampling and neighborhood mutation.
Gang LiuCaiquan XiongZhaolu GuoPublished in: Soft Comput. (2015)
Keyphrases
- differential evolution
- evolutionary algorithm
- initial population
- mutation operator
- optimization algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- optimization method
- test functions
- genetic algorithm
- particle swarm optimization pso
- premature convergence
- mutation strategy
- hybrid algorithm
- constrained optimization problems
- evolutionary programming
- direct search
- multi objective optimization
- function optimization problems
- evolution strategy
- crossover operator
- parameter optimization
- adaptive differential evolution
- numerical optimization problems
- real coded
- particle swarm
- global optimization problems
- parameter space
- evolutionary strategy
- solving global optimization problems
- population size
- artificial immune system
- artificial bee colony
- random sampling
- harmony search
- pso algorithm
- evolutionary computation
- genetic algorithm ga
- fitness function
- sample size
- multi objective
- global search
- particle swarm optimization algorithm
- swarm intelligence
- biogeography based optimization
- optimal solution