Global and Local Surrogate-Assisted Differential Evolution for Expensive Constrained Optimization Problems With Inequality Constraints.
Yong WangDa-Qing YinShengxiang YangGuangyong SunPublished in: IEEE Trans. Cybern. (2019)
Keyphrases
- constrained optimization problems
- differential evolution
- equality constraints
- inequality constraints
- constrained optimization
- constraint handling
- evolutionary algorithm
- convergence speed
- optimization algorithm
- particle swarm optimization
- optimization method
- test functions
- particle swarm optimization pso
- evolution strategy
- mutation operator
- optimization problems
- genetic algorithm
- hybrid algorithm
- multi objective optimization
- crossover operator
- nonlinear programming
- fixed point
- evolutionary computation
- penalty function
- evolutionary strategy
- global convergence
- multi objective
- particle swarm optimization algorithm
- cross validation
- metaheuristic
- genetic programming
- linear programming
- objective function