Trust Region Constrained Bayesian Optimization with Penalized Constraint Handling

Raju Chowdhury, Tanmay Sen, Biswabrata Pradhan

Constrained optimization in high-dimensional black-box settings is difficult due to expensive evaluations, the lack of gradient information, and complex feasibility regions. In thi…