2020 Virtual AIChE Annual Meeting

Session: Advances in Optimization II

Chair

Ruth Misener, Imperial College London

Co-Chair

Selen Cremaschi, Auburn University

Presentations

08:00 AM

(280a) Mixed-Integer Adjustable Robust Optimization through Multi-Parametric Programming
Styliani Avraamidou, Efstratios Pistikopoulos, Iosif Pappas, Iosif Pappas

08:15 AM

(280b) Sample Average Approximation for Stochastic Nonconvex Mixed Integer Nonlinear Programming Via Outer Approximation
Can Li, David E. Bernal, Kevin C. Furman, Ignacio Grossmann

08:30 AM

(280c) Deep Lifted Decision Rules for Two-stage Adaptive Optimization
Said Rahal, Zukui Li

08:45 AM

(280d) A Library of Models and Solution Approaches for Multistage Stochastic Programs Under Type II Endogenous Uncertainty
Zuo Zeng, Selen Cremaschi

09:00 AM

(280e) Data-Driven Two-Stage Conic Optimization with Rare High-Impact Zero-One Uncertainties
Anirudh Subramanyam, Mohamed El Tonbari, Kibaek Kim

09:15 AM

(280f) A Robust Approach to Warped Gaussian Process-Constrained Optimization
Johannes Wiebe, Ruth Misener, Inês Cecílio, Jonathan Dunlop

09:30 AM

(280g) Multi-Stage Chemical Plant Production Scheduling Under Uncertainty with Deep Reinforcement Learning
Christian D. Hubbs, Ignacio Grossmann, John Wassick, Nick Sahinidis

09:45 AM

(280h) Constraint-Based Regularization for Nonlinear Interior Point Solvers
Caroline S. M. Nakama, Victor M. Zavala, Galo Carrillo le Roux