Lab Home | Phone | Search
Center for Nonlinear Studies  Center for Nonlinear Studies
 Home 
 People 
 CNLS Staff Members 
 Executive Committee 
 Postdocs 
 Visitors 
 Students 
 Research 
 Publications 
 Conferences 
 Workshops 
 Sponsorship 
 Talks 
 Seminars 
 Postdoc Seminars Archive 
 Quantum Lunch 
 Quantum Lunch Archive 
 P/T Colloquia 
 Archive 
 Ulam Scholar 
 Anastasio Fellow 
 
 Student Requests      
 Student Program 
 Visitor Requests 
 Description 
 Past Visitors 
 Services 
 General 
 
 History of CNLS 
 
 Maps, Directions 
 T-Division 
 LANL 
 
Tuesday, March 20, 2018
10:30 AM - 12:00 PM
CNLS Conference Room (TA-3, Bldg 1690)

Smart Grid

Robust Optimization and its Application to Vehicle Routing Operations under Uncertainty

Anirudh Subramanyam
Carnegie Mellon University

Robust optimization is a mathematical programming-based approach to decision-making under uncertainty that is receiving wide attention because of its modeling power, computational tractability and rich theoretical properties. In this talk, we will introduce the robust optimization concept and present some of our recent theoretical and algorithmic contributions to extend its applicability towards two-stage (dynamic) decision-making problems. We will then present its application in addressing the solution of some fundamental "vehicle routing" problems that arise in the context of distribution operations in industrial and commercial supply chains. Specifically, we will present models and solution algorithms for the tactical planning of multi-period operations under customer order uncertainty, and (time permitting) the operational routing of large-scale vehicle fleets under demand uncertainty.

Host: Hassan Hijazi