Expected improvement of constraint violation for expensive constrained optimization.
Ruwang JiaoSanyou ZengChanghe LiYuhong JiangJunchen WangPublished in: GECCO (2018)
Keyphrases
- constrained optimization
- penalty function
- inequality constraints
- constrained optimization problems
- objective function
- constraint handling
- unconstrained optimization
- augmented lagrangian
- interval analysis
- selection operator
- lagrange multipliers
- penalty functions
- genetic algorithm
- iterative methods
- linear constraints
- constraint violations
- computationally expensive
- lagrange multiplier method
- equality constraints
- closed form solutions
- evolutionary algorithm
- image segmentation