S. Lim

Enhancing boundary optimality in constrained Bayesian optimization via exterior barrier functions

In Bayesian optimization frameworks, expected performance indicator-based acquisition functions, such as Expected Improvement and Expected Hypervolume Improvement, are among the most widely adopted approaches for both single- and multi-objective problems, and are readily extensible to constrained problems through sur...