535954 Towards Global Optimization on Low-Dimensional Surrogates Via Manifold Learning

Felix Dietrich1, Logan R. Matthews2, Dmitry Pozharskiy2 and Ioannis G. Kevrekidis1, (1)Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, (2)Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ
See more of this Session: Advances in Optimization with Surrogate and Mixed-Integer Models
See more of this Group/Topical: Computing and Systems Technology Division