11 citations · 11 across the 2 of their papers we have counts for
3 papers
cs.AI2024
Heuristic Multiobjective Discrete Optimization using Restricted Decision Diagrams
Rahul Patel, Elias B. Khalil, David Bergman
Decision diagrams (DDs) have emerged as a state-of-the-art method for exact multiobjective integer linear programming. When the DD is too large to fit into memory or the decision-m…
cs.AI2023
LEO: Learning Efficient Orderings for Multiobjective Binary Decision Diagrams
Rahul Patel, Elias B. Khalil
Approaches based on Binary decision diagrams (BDDs) have recently achieved state-of-the-art results for multiobjective integer programming problems. The variable ordering used in c…
math.OC2022★ 11 cited
Neur2SP: Neural Two-Stage Stochastic Programming
Justin Dumouchelle, Rahul Patel, Elias B. Khalil +1
Stochastic Programming is a powerful modeling framework for decision-making under uncertainty. In this work, we tackle two-stage stochastic programs (2SPs), the most widely used cl…