An effective improved differential evolution algorithm to solve constrained optimization problems.
Xiaobing YuYiqun LuXuming WangXiang LuoMei CaiPublished in: Soft Comput. (2019)
Keyphrases
- constrained optimization problems
- differential evolution algorithm
- differential evolution
- evolutionary algorithm
- constraint handling
- optimization algorithm
- constrained optimization
- augmented lagrangian
- convergence speed
- global numerical optimization
- particle swarm optimization pso
- particle swarm optimization
- optimization method
- scale factor
- mutation operator
- test functions
- premature convergence
- optimization problems
- genetic algorithm
- multi objective
- control parameters
- crossover operator
- evolution strategy
- initial population
- particle swarm
- learning algorithm
- penalty function
- evolutionary computation
- multi objective optimization
- dynamic systems
- hybrid algorithm