An efficient mixed constrained Bayesian optimization for handling known and unknown constraints.
Chao BianQinglong LiuXuan ZhangBinbin YanXiaofang WangSiyuan ZuoHaitao LiuPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- constrained optimization
- lagrange multipliers
- constrained problems
- constraint satisfaction
- optimization problems
- global optimization
- concave convex procedure
- optimization algorithm
- hard constraints
- penalty function
- saddle point
- optimization process
- data sets
- np hard optimization problems
- highly non linear
- bayesian decision
- efficient optimization
- monte carlo sampling
- gaussian processes
- optimization criteria
- mixed integer
- bayesian inference
- optimization methods
- constraint programming
- light source
- semi supervised
- image sequences