Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability

Nazanin Nezami, Hadis Anahideh

Optimizing costly black-box functions within a constrained evaluation budget presents significant challenges in many real-world applications. Surrogate Optimization (SO) is a commo…