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Cluster: Robust optimization


10:30 - 12:00, room: H 3503

Chair: Frank Pfeuffer
Extensions of robust optimization models

Todd A robust robust (sic) optimization result [...]
Pfeuffer An extension of the controlled robustness model of Bertsimas and Sim [...]


13:15 - 14:45, room: H 3503

Chair: Daniel Fleischman
Robust nonlinear optimization

Mevissen Distributionally robust optimization for polynomial optimization problems [...]
Pirnay An algorithm for robust optimization of nonlinear dynamic systems [...]
Fleischman On the trade-off between robustness and value [...]


15:15 - 16:45, room: H 3503

Chair: Mohammad Mehdi Nasrabadi
Extensions of robust optimization approaches

Thipwiwatpotjana Pessimistic, optimistic, and min-max regret approaches for linear programs under uncertainty [...]
Römer Linear optimization with variable parameters: Robust and generalized linear programming and their relations [...]
Nasrabadi A fuzzy programming approach to robust optimization [...]


15:15 - 16:45, room: MA 004

Chair: Ebrahim Nasrabadi and Sebastian Stiller
Robust network optimization

Stiller Robust network flows [...]
Adjiashvili Fault-tolerant shortest paths - Beyond the uniform failure model [...]




10:30 - 12:00, room: MA 004

Chair: Vineet Goyal
Dynamic optimization and its applications

Iancu Supermodularity and dynamic robust optimization [...]
Nohadani Robust evolution-based optimization in radiation therapy [...]
Goyal Static vs. dynamic robust optimization [...]


13:15 - 14:45, room: MA 004

Chair: Dick Den Hertog
Applications of robust optimization I

Yanikoglu Robust simulation-based optimization with Taguchian regression models [...]
Chen Robust sparse regression and orthogonal matching pursuit [...]
Ng Target-oriented robust optimization for gas field development planning [...]


13:15 - 14:45, room: MA 042

Chair: Daniel Kuhn
Advances in robust optimization

Xu A distributional interpretation of robust optimization, with applications in machine learning [...]
Houska Lifting methods for generalized semi-infinite programs [...]
Wiesemann Robust Markov decision processes [...]


15:15 - 16:45, room: MA 004

Chair: Allison Kelly O'Hair
Applications of robust optimization II

O'Hair Adaptive, dynamic and robust optimization to learn human preferences [...]
Sun Adaptive robust optimization for the security constrained unit commitment problem [...]
Kallus The power of optimization over randomization in designing controlled trials [...]


15:15 - 16:45, room: MA 042

Chair: Dick Den Hertog
Theory of robust optimization

Den Hertog Deriving robust counterparts of nonlinear uncertain inequalities [...]
Gorissen Tractable robust counterparts of linear conic optimization problems via their duals [...]
Pferschy On the robust knapsack problem [...]




10:30 - 12:00, room: MA 004

Chair: Aurelie Thiele
Applications of robust optimization III

Cetinkaya Robust customized pricing [...]
Kawas A robust optimization approach to enhancing reliability in production planning under non-compliance risks [...]
Pietrasz Strategically robust investments on gas transmission networks [...]


13:15 - 14:45, room: MA 004

Chair: Pierre-Louis Lancelot Poirion
Applications of robust optimization IV

Vera Improving consistency of tactical and operational planning using robust optimization [...]
Bruns Robust load planning of trains in intermodal transportation [...]
Poirion Robust optimal sizing of an hybrid energy stand-alone system [...]


15:15 - 16:45, room: MA 004

Chair: Adrian Sichau
Applications of robust optimization V

Takeda Robust optimization-based classification method [...]
Sichau Shape optimization under uncertainty employing a second order approximation for the robust counterpart [...]




10:30 - 12:00, room: MA 004

Chair: Aharon Ben-Tal
Robust optimization, estimation and machine learninig

Shtern A robust optimization approach for tracking under bounded uncertainty [...]
Hazan Sublinear optimization for machine learning [...]
Bhattacharyya Making SVM Classifiers robust to uncertainty in kernel matrices [...]


13:15 - 14:45, room: MA 004

Chair: Ulf Lorenz
Multistage robustness

Wolf Accelerating nested Benders decomposition with game-tree search techniques to solve quantified linear programs [...]
Habermehl Robust design of active trusses via mixed integer nonlinear semidefinite programming [...]
Goerigk A geometric approach to recovery robustness [...]


15:15 - 16:45, room: MA 004

Chair: Karthik Natarajan
Regret with robustness: Models, algorithms and applications

Shi A probabilistic model for minmax regret combinatorial optimization [...]
Uichanco Regret optimization for stochastic inventory models with spread information [...]




10:30 - 12:00, room: MA 004

Chair: Nataly Youssef and Chaithanya Bandi
A robust optimization approach to stochastic analysis

Bandi Optimal design for multi-item auctions: A robust optimization approach [...]
Youssef Robust queueing theory [...]
Bertsimas Network information theory via robust optimization [...]



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