ε constrained differential evolution with pre-estimated comparison using gradient-based approximation for constrained optimization problems.
Wenchao YiXinyu LiLiang GaoYinzhi ZhouJida HuangPublished in: Expert Syst. Appl. (2016)
Keyphrases
- constrained optimization problems
- differential evolution
- evolutionary algorithm
- constraint handling
- optimization algorithm
- convergence speed
- particle swarm optimization
- optimization method
- differential evolution algorithm
- test functions
- genetic algorithm
- particle swarm optimization pso
- mutation operator
- multi objective optimization
- premature convergence
- biogeography based optimization
- evolution strategy
- parameter optimization
- hybrid algorithm
- optimization problems
- crossover operator
- function optimization problems
- real coded
- global optimization problems
- penalty function
- numerical optimization problems
- solving global optimization problems
- evolutionary strategy
- evolutionary computation
- multi objective
- optimization methods
- convergence rate
- search space
- objective function