Optimization Online


Robust Optimization Submissions - 2017

January 2017

Robust combinatorial optimization with knapsack uncertainty
Michael Poss

February 2017

Decomposition Algorithms for Two-Stage Distributionally Robust Mixed Binary Programs
Manish Bansal, Kuo-Ling Huang, Sanjay Mehrotra

April 2017

Decomposition Algorithms for Distributionally Robust Optimization using Wasserstein Metric
Fengqiao Luo, Sanjay Mehrotra

Robust Multi-Period Vehicle Routing under Customer Order Uncertainty
Anirudh Subramanyam, Frank Mufalli, Jose M. Pinto, Chrysanthos E. Gounaris

Distributionally Robust Mechanism Design
Çağıl Koçyiğit, Garud Iyengar, Daniel Kuhn, Wolfram Wiesemann

May 2017

Extending the Scope of Robust Quadratic Optimization
Ahmadreza Marandi, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg

June 2017

Tractable Distributionally Robust Optimization with Data
Zhi Chen, Melvyn Sim, Peng Xiong

Data-Driven Robust Optimization Based on Kernel Learning
Shang Chao, Huang Xiaolin, You Fengqi

Robust Convex Quadratically Constrained Quadratic Programming with Mixed-Integer Uncertainty
Can Gokalp, Mittal Areesh, Hanasusanto Grani A.

A Robust Optimization Approach for Solving Problems in Conservation Planning
Zulqarnain Haider, Hadi Charkhgard, Changhyun Kwon

K-Adaptability in Two-Stage Mixed-Integer Robust Optimization
Anirudh Subramanyam, Chrysanthos E. Gounaris, Wolfram Wiesemann

Robust Optimization for Decision-making under Endogenous Uncertainty
Nikolaos Lappas, Chrysanthos Gounaris

July 2017

Robust PageRank: Stationary Distribution on a Growing Network Structure
Anna Timonina-Farkas

August 2017

Robust Combinatorial Optimization under Budgeted-Ellipsoidal Uncertainty
Jannis Kurtz

A Data-Driven Distributionally Robust Bound on the Expected Optimal Value of Uncertain Mixed 0-1 Linear Programming
Guanglin Xu, Samuel Burer

September 2017

Robust Combinatorial Optimization under Convex and Discrete Cost Uncertainty
Christoph Buchheim, Jannis Kurtz

Constraint Generation for Two-Stage Robust Network Flow Problem
David Simchi-Levi, He Wang, Yehua Wei

Robust combinatorial optimization with knapsack uncertainty
M. Poss

Time inconsistency of optimal policies of distributionally robust inventory models
Alexander Shapiro, Linwei Xin

October 2017

Primal-Dual Hybrid Gradient Method for Distributionally Robust Optimization Problems
Yongchao Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

Derivative-Free Robust Optimization by Outer Approximations
Matt Menickelly, Stefan M. Wild

A Primal-Dual Lifting Scheme for Two-Stage Robust Optimization
Angelos Georghiou, Angelos Tsoukalas, Wolfram Wiesemann

Regularization via Mass Transportation
Soroosh Shafieezadeh-Abadeh, Daniel Kuhn, Peyman Mohajerin Esfahani

November 2017

The robust stabilization problem for discrete-time descriptor systems
Claudiu Dinicu

Bootstrap Robust Prescriptive Analytics
Dimitris Bertsimas, Bart Paul Gerard Van Parys

December 2017

Decision support for strategic energy planning: a complete robust optimization framework
S Moret, F Babonneau, M Bierlaire, F Maréchal

Robust optimization for models with uncertain SOC and SDP constraints
J Zhen, F de Ruiter, D den Hertog

A less conservative variant of Robust Optimization
Ernst Roos, Dick Den Hertog

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