2022
|
| Leon Eifler, Ambros Gleixner, Jonad Pulaj |
A Safe Computational Framework for Integer Programming applied to Chvátal's Conjecture
|
ACM Transactions on Mathematical Software, 2022 (epub ahead of print, preprint available as ZIB-Report 21-35) |
PDF (ZIB-Report)
BibTeX
DOI
|
| Leon Eifler, Ambros Gleixner |
A computational status update for exact rational mixed integer programming
|
Mathematical Programming, 2022 |
BibTeX
DOI
|
| Boro Šofranac, Ambros Gleixner, Sebastian Pokutta |
Accelerating domain propagation: An efficient GPU-parallel algorithm over sparse matrices
|
Parallel Computing, Vol.109, p. 102874, 2022 |
BibTeX
DOI
|
| Benjamin Müller, Gonzalo Muñoz, Maxime Gasse, Ambros Gleixner, Andrea Lodi, Felipe Serrano |
On generalized surrogate duality in mixed-integer nonlinear programming
|
Mathematical Programming, 192(1), pp. 89-118, 2022 |
BibTeX
DOI
|
2021
|
| Leon Eifler, Ambros Gleixner |
A Computational Status Update for Exact Rational Mixed Integer Programming
|
Integer Programming and Combinatorial Optimization: 22th International Conference, IPCO 2021, 2021 (preprint available as ZIB-Report 21-04) |
PDF (ZIB-Report)
BibTeX
DOI
|
| Ksenia Bestuzheva, Ambros Gleixner, Stefan Vigerske |
A Computational Study of Perspective Cuts
|
2021 (under review, preprint available as ZIB-Report 21-07) |
PDF (ZIB-Report)
BibTeX
|
| Boro Sofranac, Ambros Gleixner, Sebastian Pokutta |
An Algorithm-Independent Measure of Progress for Linear Constraint Propagation
|
27th International Conference on Principles and Practice of Constraint Programming (CP 2021), pp. 52:1-52:17, Vol.210, Leibniz International Proceedings in Informatics (LIPIcs), 2021 (epub ahead of print) |
BibTeX
DOI
|
| Alejandro Carderera, Sebastian Pokutta, Christof Schütte, Martin Weiser |
CINDy: Conditional gradient-based Identification of Non-linear Dynamics – Noise-robust recovery
|
arXiv, 2021 (under review) |
BibTeX
|
| Mathieu Besançon, Miguel F. Anjos, Luce Brotcorne |
Complexity of near-optimal robust versions of multilevel optimization problems
|
Optimization Letters, 15(8), pp. 2597-2610, 2021 |
BibTeX
DOI
|
| Jakob Witzig, Timo Berthold |
Conflict Analysis for MINLP
|
INFORMS Journal on Computing, 33(2), pp. 421-435, 2021 (preprint available as ) |
BibTeX
DOI
|
| Christophe Roux, Sebastian Pokutta, Elias Wirth, Thomas Kerdreux |
Efficient Online-Bandit Strategies for Minimax Learning Problems
|
2021 |
BibTeX
|
| Gregor Hendel, Daniel Anderson, Pierre Le Bodic, Marc Pfetsch |
Estimating the Size of Branch-And-Bound Trees
|
INFORMS Journal on Computing, 2021 (preprint available as ) |
BibTeX
DOI
|
| Francisco Criado, David Martínez-Rubio, Sebastian Pokutta |
Fast Algorithms for Packing Proportional Fairness and its Dual
|
2021 |
BibTeX
|
| Alejandro Carderera, Sebastian Pokutta, Besançon Mathieu |
FrankWolfe.jl: a high-performance and flexible toolbox for Frank-Wolfe algorithms and Conditional Gradients
|
2021 (under review) |
BibTeX
|
| Elham Ramin, Ksenia Bestuzheva, Carina Gargalo, Danial Ramin, Carina Schneider, Pedram Ramin, Xavier Flores-Alsina, Maj M. Andersen, Krist V. Gernaey |
Incremental design of water symbiosis networks with prior knowledge: The case of an industrial park in Kenya
|
Science of the Total Environment, Vol.751, 2021 |
BibTeX
DOI
|
| Jo Devriendt, Ambros Gleixner, Jakob Nordström |
Learn to Relax: Integrating 0-1 Integer Linear Programming with Pseudo-Boolean Conflict-Driven Search
|
Constraints, Vol.26, pp. 26-55, 2021 |
BibTeX
DOI
|
| Antonia Chmiela, Elias B. Khalil, Ambros Gleixner, Andrea Lodi, Sebastian Pokutta |
Learning to Schedule Heuristics in Branch and Bound
|
Thirty-fifth Conference on Neural Information Processing Systems, NeurIPS 2021, 2021 |
BibTeX
arXiv
|
| Matteo Francobaldi |
Learning to Use Local Cuts
|
Master's thesis, Freie Universität Berlin, Timo Berthold, Ralf Borndörfer, Tim Conrad (Advisors), 2021 |
PDF
BibTeX
|
| Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta |
Linear Bandits on Uniformly Convex Sets
|
2021 |
BibTeX
|
| Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
Local and Global Uniform Convexity Conditions
|
2021 |
BibTeX
|
| Junko Hosoda, Stephen J. Maher, Yuji Shinano, Jonas Christoffer Villumsen |
Location, transshipment and routing: An adaptive transportation network integrating long-haul and local vehicle routing
|
ZIB-Report 21-12 (under review) |
PDF
BibTeX
URN
|
| Ambros Gleixner, Gregor Hendel, Gerald Gamrath, Tobias Achterberg, Michael Bastubbe, Timo Berthold, Philipp M. Christophel, Kati Jarck, Thorsten Koch, Jeff Linderoth, Marco Lübbecke, Hans Mittelmann, Derya Ozyurt, Ted Ralphs, Domenico Salvagnin, Yuji Shinano |
MIPLIB 2017: Data-Driven Compilation of the 6th Mixed-Integer Programming Library
|
Mathematical Programming Computation, 13(3), pp. 443-490, 2021 |
BibTeX
DOI
|
| Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano |
On the implementation and strengthening of intersection cuts for QCQPs
|
Integer Programming and Combinatorial Optimization: 22nd International Conference, IPCO 2021, pp. 134-147, Vol.22, 2021 (preprint available as ) |
PDF (ZIB-Report)
BibTeX
DOI
|
| Alejandro Carderera, Jelena Diakonikolas, Cheuk Yin Lin, Sebastian Pokutta |
Parameter-free Locally Accelerated Conditional Gradients
|
ICML 2021, 2021 |
BibTeX
|
| Alejandro Carderera, Sebastian Pokutta, Besançon Mathieu |
Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions
|
Thirty-fifth Conference on Neural Information Processing Systems, NeurIPS 2021, 2021 |
BibTeX
|
| Ksenia Bestuzheva, Mathieu Besançon, Wei-Kun Chen, Antonia Chmiela, Tim Donkiewicz, Jasper van Doornmalen, Leon Eifler, Oliver Gaul, Gerald Gamrath, Ambros Gleixner, Leona Gottwald, Christoph Graczyk, Katrin Halbig, Alexander Hoen, Christopher Hojny, Rolf van der Hulst, Thorsten Koch, Marco Lübbecke, Stephen J. Maher, Frederic Matter, Erik Mühmer, Benjamin Müller, Marc E. Pfetsch, Daniel Rehfeldt, Steffan Schlein, Franziska Schlösser, Felipe Serrano, Yuji Shinano, Boro Sofranac, Mark Turner, Stefan Vigerske, Fabian Wegscheider, Philipp Wellner, Dieter Weninger, Jakob Witzig |
The SCIP Optimization Suite 8.0
|
ZIB-Report 21-41 |
PDF
BibTeX
URN
|
| Ralf Lenz, Felipe Serrano |
Tight Convex Relaxations for the Expansion Planning Problem
|
ZIB-Report 21-05 |
PDF
BibTeX
URN
|
2020
|
| Boro Sofranac, Ambros Gleixner, Sebastian Pokutta |
Accelerating Domain Propagation: an Efficient GPU-Parallel Algorithm
over Sparse Matrices
|
2020 IEEE/ACM 10th Workshop on Irregular Applications: Architectures and Algorithms (IA3), pp. 1-11, 2020 |
BibTeX
arXiv
DOI
|
| H. Anzt, F. Bach, S. Druskat, F. Löffler, A. Loewe, B. Y. Renard, G. Seemann, A. Struck, E. Achhammer, F. Appell, M. Bader, L. Brusch, C. Busse, G. Chourdakis, P. W. Dabrowski, P. Ebert, B. Flemisch, S. Friedl, B. Fritzsch, M. D. Funk, V. Gast, F. Goth, J.-N. Grad, Sibylle Hermann, F. Hohmann, S. Janosch, D. Kutra, J. Linxweiler, T. Muth, Wolfgang Peters-Kottig, F. Rack, F. H. C. Raters, S. Rave, G. Reina, M. Reißig, T. Ropinski, J. Schaarschmidt, H. Seibold, J. P. Thiele, B. Uekermann, S. Unger, R. Weeber |
An environment for sustainable research software in Germany and beyond: current state, open challenges, and call for action [version 1; peer review: 1 approved, 1 approved with reservations]
|
F1000Research, 2020 |
BibTeX
DOI
|
| Gerald Gamrath, Timo Berthold, Domenico Salvagnin |
An exploratory computational analysis of dual degeneracy in mixed-integer programming
|
EURO Journal on Computational Optimization, pp. 241-246, 2020 |
BibTeX
DOI
|
| Thomas Breuer, Michael Bussieck, Karl-Kien Cao, Fred Fiand, Hans-Christian Gils, Ambros Gleixner, Dmitry Khabi, Nils Kempke, Thorsten Koch, Daniel Rehfeldt, Manuel Wetzel |
BEAM-ME: Accelerating Linear Energy Systems Models by a Massively Parallel Interior Point Method
|
NIC Symposium 2020, pp. 345-352, Vol.50, NIC Series, 2020 |
BibTeX
|
| Cyrille W. Combettes, Sebastian Pokutta |
Boosting Frank-Wolfe by Chasing Gradients
|
Proceedings of ICML, 2020 |
BibTeX
arXiv
|
| Sebastian Pokutta, Christoph Spiegel, Max Zimmer |
Deep Neural Network Training with Frank-Wolfe
|
2020 |
BibTeX
arXiv
|
| Marc Pfetsch, Sebastian Pokutta |
IPBoost – Non-Convex Boosting via Integer Programming
|
Proceedings of ICML, 2020 |
BibTeX
arXiv
|
| Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta |
Locally Accelerated Conditional Gradients
|
Proceedings of AISTATS, 2020 |
BibTeX
arXiv
|
| Yuji Shinano, N. Tateiwa, S. Nakamura, A. Yoshida, M. Yasuda, S. Kaji, K. Fujisawa |
Massive Parallelization for Finding Shortest Lattice Vectors Based on Ubiquity Generator Framework
|
2020 SC20: International Conference for High Performance Computing, Networking, Storage and Analysis (SC), pp. 834-848, 2020 |
BibTeX
DOI
|
|
Jaap Pedersen
|
Multiperiod Optimal Power Flow Problem In Distribution System Planning
|
Master's thesis, Freie Universität Berlin, Ralf Borndörfer, Niels Lindner (Advisors), 2020 |
BibTeX
|
| Sebastian Pokutta, M. Singh, A. Torrico |
On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts
to Sharpness
|
Proceedings of ICML, 2020 |
BibTeX
arXiv
|
| Combettes Cryille W., Christoph Spiegel, Sebastian Pokutta |
Projection-Free Adaptive Gradients for Large-Scale Optimization
|
2020 |
BibTeX
arXiv
|
| Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
Projection-Free Optimization on Uniformly Convex Sets
|
To Appear in Proceedings of AISTATS, 2020 |
BibTeX
|
|
Sebastian Pokutta
|
Restarting Algorithms: Sometimes there is Free Lunch
|
Proceedings of CPAIOR, 2020 |
BibTeX
arXiv
|
| Alejandro Carderera, Sebastian Pokutta |
Second-order Conditional Gradient Sliding
|
2020 |
BibTeX
|
| N. Anari, N. Haghtalab, S. Naor, Sebastian Pokutta, M. Singh, A. Torrico |
Structured Robust Submodular Maximization: Offline and Online Algorithms
|
INFORMS Journal on Computing, 2020 |
BibTeX
arXiv
|
| Zsolt Csizmadia, Timo Berthold |
The confined primal integral: a measure to benchmark heuristic MINLP solvers against global MINLP solvers
|
Mathematical Programming, 2020 |
BibTeX
DOI
|
| Patrick Gemander, Wei-Kun Chen, Dieter Weninger, Leona Gottwald, Ambros Gleixner |
Two-row and two-column mixed-integer presolve using hashing-based pairing methods
|
EURO Journal on Computational Optimization, 8(3-4), pp. 205-240, 2020 |
BibTeX
DOI
|
| Hassan Mortagy, Swati Gupta, Sebastian Pokutta |
Walking in the Shadow: A New Perspective on Descent Directions for
Constrained Minimization
|
Proceedings of NeurIPS, 2020 |
BibTeX
arXiv
|
2019
|
| Yuji Shinano, Ryohei Yokoyama, Yuki Wakayama, Tetsuya Wakui |
Model reduction by time aggregation for optimal design of energy supply systems by an MILP hierarchical branch and bound method
|
Energy, Vol.181, pp. 782-792, 2019 |
BibTeX
DOI
|
| Cyrille W. Combettes, Sebastian Pokutta |
Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm
|
2019 |
BibTeX
|
2018
|
| Andreas Bärmann, Alexander Martin, Sebastian Pokutta, Oskar Schneider |
An Online-Learning Approach to Inverse Optimization
|
2018 |
BibTeX
|
| Pierre Bonami, Ambros Gleixner, Jeff Linderoth, Ruth Misener |
Designing and Implementing Algorithms for Mixed-Integer Nonlinear Optimization (Dagstuhl Seminar 18081)
|
Dagstuhl Reports, 8(2), pp. 64-87, 2018 |
BibTeX
DOI
|
| Daniel Bienenstock, Gonzalo Muñoz, Sebastian Pokutta |
Principled Deep Neural Network Training through Linear Programming
|
2018 |
BibTeX
|
