@unpublished{AssmannLiersStingl2017, author = {Aßmann, Denis and Liers, Frauke and Stingl, Michael}, title = {Decomposable Robust Two-Stage Optimization: An Application to Gas Network Operations Under Uncertainty}, url = {https://opus4.kobv.de/opus4-trr154/209}, year = {2017}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{BaermannLiersMartinetal.2015, author = {B{\"a}rmann, Andreas and Liers, Frauke and Martin, Alexander and Merkert, Maximilian and Thurner, Christoph and Weninger, Dieter}, title = {Solving network design problems via iterative aggregation}, series = {Mathematical Programming Computation}, volume = {7}, journal = {Mathematical Programming Computation}, number = {2}, doi = {10.1007/s12532-015-0079-1}, url = {https://opus4.kobv.de/opus4-trr154/97}, pages = {189 -- 217}, year = {2015}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{LiersMerkert2015, author = {Liers, Frauke and Merkert, Maximilian}, title = {Structural Investigation of Piecewise Linearized Network Flow Problems}, volume = {26}, doi = {10.1137/15M1006751}, url = {https://opus4.kobv.de/opus4-trr154/98}, pages = {2863 -- 2886}, year = {2015}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{CacchianiJuengerLiersetal.2016, author = {Cacchiani, Valentina and J{\"u}nger, Michael and Liers, Frauke and Lodi, Andrea and Schmidt, Daniel}, title = {Single-commodity robust network design with finite and Hose demand sets}, series = {Mathematical Programming}, volume = {157}, journal = {Mathematical Programming}, number = {1}, doi = {10.1007/s10107-016-0991-9}, url = {https://opus4.kobv.de/opus4-trr154/88}, pages = {297 -- 342}, year = {2016}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{GottschalkKosterLiersetal.2017, author = {Gottschalk, Corinna and Koster, Arie M.C.A. and Liers, Frauke and Peis, Britta and Schmand, Daniel and Wierz, Andreas}, title = {Robust Flows over Time: Models and Complexity Results}, doi = {10.1007/s10107-017-1170-3}, url = {https://opus4.kobv.de/opus4-trr154/92}, year = {2017}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{SchweigerLiers2016, author = {Schweiger, Jonas and Liers, Frauke}, title = {A Decomposition Approach for Optimum Gas Network Extension with a Finite Set of Demand Scenarios}, url = {https://opus4.kobv.de/opus4-trr154/103}, year = {2016}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{GutinaBaermannRoederetal.2022, author = {Gutina, Daria and B{\"a}rmann, Andreas and Roeder, Georg and Schellenberger, Martin and Liers, Frauke}, title = {Optimisation over Decision Trees - A Case Study for the Design of Stable Direct-Current Electricity Networks}, url = {https://opus4.kobv.de/opus4-trr154/494}, year = {2022}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{AignerBaermannBraunetal.2023, author = {Aigner, Kevin-Martin and B{\"a}rmann, Andreas and Braun, Kristin and Liers, Frauke and Pokutta, Sebastian and Schneider, Oskar and Sharma, Kartikey and Tschuppik, Sebastian}, title = {Data-driven Distributionally Robust Optimization over Time}, url = {https://opus4.kobv.de/opus4-trr154/496}, year = {2023}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{KreimeierKuchlbauerLiersetal.2022, author = {Kreimeier, Timo and Kuchlbauer, Martina and Liers, Frauke and Stingl, Michael and Walther, Andrea}, title = {Towards the Solution of Robust Gas Network Optimization Problems Using the Constrained Active Signature Method}, url = {https://opus4.kobv.de/opus4-trr154/448}, year = {2022}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{AignerSchaumannvonLoeperetal., author = {Aigner, Kevin-Martin and Schaumann, Peter and von Loeper, Freimut and Martin, Alexander and Schmidt, Volker and Liers, Frauke}, title = {Robust DC Optimal Power Flow with Modeling of Solar Power Supply Uncertainty via R-Vine Copulas}, url = {https://opus4.kobv.de/opus4-trr154/480}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{BernhardLiersStingletal., author = {Bernhard, Daniela and Liers, Frauke and Stingl, Michael and Uihlein, Andrian}, title = {A Gradient-Based Method for Joint Chance-Constrained Optimization with Continuous Distributions}, url = {https://opus4.kobv.de/opus4-trr154/532}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{BernhardLiersStingl2024, author = {Bernhard, Daniela and Liers, Frauke and Stingl, Michael}, title = {Robust chance-constrained optimization with discrete distributions}, url = {https://opus4.kobv.de/opus4-trr154/564}, year = {2024}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{AignerGoerigkHartischetal.2025, author = {Aigner, Kevin-Martin and Goerigk, Marc and Hartisch, Michael and Liers, Frauke and Miehlich, Arthur and R{\"o}sel, Florian}, title = {Feature Selection for Data-Driven Explainable Optimization}, url = {https://opus4.kobv.de/opus4-trr154/586}, pages = {21}, year = {2025}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{BernhardStinglLiers, author = {Bernhard, Daniela and Stingl, Michael and Liers, Frauke}, title = {Algorithms for robust chance-constrained optimization with mixture ambiguity}, url = {https://opus4.kobv.de/opus4-trr154/602}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{BernhardLiersStingl, author = {Bernhard, Daniela and Liers, Frauke and Stingl, Michael}, title = {Branch-and-cut for mixed-integer robust chance-constrained optimization with discrete distributions}, url = {https://opus4.kobv.de/opus4-trr154/609}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{BernhardHeitschHenrionetal., author = {Bernhard, Daniela and Heitsch, Holger and Henrion, Ren{\´e} and Liers, Frauke and Stingl, Michael and Uihlein, Andrian and Zipf, Viktor}, title = {Continuous stochastic gradient and spherical radial decomposition}, url = {https://opus4.kobv.de/opus4-trr154/617}, language = {en}, type = {Preprint}, institution = {TRR 154} } @unpublished{DenzlerAignerLueeretal.2025, author = {Denzler, Sebastian and Aigner, Kevin-Martin and L{\"u}er, Larry and Brabec, Christoph and Liers, Frauke}, title = {Robust Bayesian Optimization with an Application to Material Science}, url = {https://opus4.kobv.de/opus4-trr154/606}, year = {2025}, language = {en}, type = {Preprint}, institution = {TRR 154} } @techreport{AignerDenzlerLiersetal.2025, author = {Aigner, Kevin-Martin and Denzler, Sebastian and Liers, Frauke and Pokutta, Sebastian and Sharma, Kartikey}, title = {Scenario Reduction for Distributionally Robust Optimization}, url = {https://opus4.kobv.de/opus4-trr154/573}, pages = {36}, year = {2025}, language = {en}, type = {Preprint}, institution = {TRR 154} }