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Robust Optimization Submissions - 2018

January 2018

Multi-model Markov Decision Processes: A New Method for Mitigating Parameter Ambiguity
Lauren N. Steimle, David L. Kaufman, Brian T. Denton


February 2018

Robust Optimal Discrete Arc Sizing for Tree-Shaped Potential Networks
Martin Robinius, Lars Schewe, Martin Schmidt, Detlef Stolten, Johannes Thürauf, Lara Welder


March 2018

Dual approach for two-stage robust nonlinear optimization models
Jianzhe Zhen

Models and algorithms for the robust resource constrained shortest path problem
Da Lu, Fatma Gzara

Dual approach for two-stage robust nonlinear optimization
Frans J.C.T. de Ruiter, Jianzhe Zhen, Dick den Hertog


April 2018

An Active Set Algorithm for Robust Combinatorial Optimization Based on Separation Oracles
Christoph Buchheim, Marianna De Santis

Robust Standard Quadratic Optimization Problems and Dominant Set Clustering
Immanuel M. Bomze, Michael Kahr, Markus Leitner

Monitoring With Limited Information
Dan Iancu, Nikolaos Trichakis, Do Young Yoon

Shortfall Risk Models When Information of Loss Function Is Incomplete
Erick Delage, Guo Shaoyan, Huifu Xu


May 2018

Distributionally robust optimization with polynomial densities: theory, models and algorithms
Etienne de Klerk, Daniel Kuhn, Krzysztof Postek

Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator
Viet Anh Nguyen, Daniel Kuhn, Peyman Mohajerin Esfahani


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