Christine S.M Currie

ASTROMoRF: Adaptive Sampling Trust-Region Optimization with Dimensionality Reduction

2025

High dimensional simulation optimization problems have become prevalent in recent years. In practice, the objective function is typically influenced by a lower dimensional combination of the original decision variables, and implementing dimensionality reduction can improve …