A scalability test of Gaussian bare-bones differential evolution on high-dimensional optimization problems.
Hui WangZhengwang XiaoYunhui ZhangXiaowu LiaoYiping RuanJingjiu FuDazhi JiangPublished in: ICNC (2013)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- high dimensional
- constrained optimization problems
- differential evolution algorithm
- convergence speed
- multi objective
- mutation operator
- optimization method
- genetic algorithm
- test functions
- optimization algorithm
- evolution strategy
- particle swarm optimization
- premature convergence
- simulated annealing
- multi objective optimization problems
- particle swarm optimization pso
- multi objective optimization
- hybrid algorithm
- numerical optimization problems
- nsga ii
- genetic programming
- direct search
- particle swarm
- metaheuristic
- artificial bee colony
- knapsack problem
- test problems
- global optimization problems
- evolutionary programming
- fitness function
- parameter optimization
- evolutionary strategy
- traveling salesman problem
- function optimization problems
- crossover operator
- initial population
- numerical optimization
- optimization methods
- real coded
- maximum likelihood
- biogeography based optimization
- solving global optimization problems