Andreas Bärmann
Dr. Andreas Bärmann
Department of Data Science (DDS)
Chair of Analytics & Mixed-Integer Optimization
Cauerstraße 11
91058 Erlangen
- Phone number: +49 9131 85-67159
- Fax number: +49 9131 85-67162
- Email: andreas.baermann@math.uni-erlangen.de
Projects
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Optimierung der Logistikkette
(Third Party Funds Group – Sub project)
Overall project: SHIELD - Sichere heimische Bio-Lebensmittel durch sensorische Detektionsverfahren
Term: 01-07-2021 - 30-06-2024
Funding source: Bayerische Forschungsstiftung
URL: https://www.bayfor.org/de/unsere-netzwerke/bayerische-forschungsverbuende/forschungsverbuende/association/shield.htmlAufbauend auf der Expertise der am Projekt beteiligten Industriepartner entwickeln wir mathematische Optimierungsmodelle und Lösungsalgorithmen, die in der Lage sind, die gesamte Logistikkette in den Blick zu nehmen und so effizient wie möglich zu gestalten. Die intelligente Kombination solcher Verfahren mit modernen Methoden der Qualitätssicherung und datengetriebenen Absatzprognosen erlaubt eine Unterstützung der Fachplaner in einem Lebensmittel- oder Handelsunternehmen bei ihren Planungsaufgaben.
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Process optimization for hospital logistics
(Third Party Funds Single)
Term: since 01-01-2020
Funding source: Industrie
URL: https://en.www.math.fau.de/edom/projects-edom/logistics-and-production/process-optimization-for-hospital-logistics/ -
Reduced Order Modelling, Simulation and Optimization of Coupled systems
(Third Party Funds Group – Sub project)
Overall project: Reduced Order Modelling, Simulation and Optimization of Coupled systems
Term: 01-09-2017 - 31-08-2021
Funding source: EU - 8. Rahmenprogramm - Horizon 2020
URL: https://www.romsoc.eu/
Publications
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On Piecewise Linear Approximations of Bilinear Terms: Structural Comparison of Univariate and Bivariate Mixed-Integer Programming Formulations
(2022)
URL: http://www.optimization-online.org/DB_HTML/2021/08/8536.html
BibTeX: Download - , , :
A decomposition approach for integrated locomotive scheduling and driver rostering in rail freight transport
(2022)
URL: http://www.optimization-online.org/DB_HTML/2021/08/8571.html
BibTeX: Download
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Efficient Formulations and Decomposition Approaches for Power Peak Reduction in Railway Traffic via Timetabling
In: Transportation Science 55 (2021), p. 747-767
ISSN: 0041-1655
DOI: 10.1287/trsc.2020.1021
BibTeX: Download - , :
Set characterizations and convex extensions for geometric convex-hull proofs
In: Mathematical Programming (2021)
ISSN: 1436-4646
DOI: 10.1007/s10107-021-01705-3
BibTeX: Download - , , , , , , , :
Analysis and Improvement of LVDC-Grid Stability using Circuit Simulation and Machine Learning - A Case Study
NEIS 2021 Conference on Sustainable Energy Supply
and Energy Storage Systems (Hamburg, 13-09-2021 - 14-09-2021)
BibTeX: Download
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The clique problem with multiple-choice constraints under a cycle-free dependency graph
In: Discrete Applied Mathematics (2020)
ISSN: 0166-218X
DOI: 10.1016/j.dam.2019.12.015
BibTeX: Download
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Globalized Robust Optimization with Gamma-Uncertainties
(2019)
URL: http://www.optimization-online.org/DB_HTML/2019/06/7253.html
BibTeX: Download
(Techreport)
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An Optimal Expansion Strategy for the German Railway Network Until 2030
In: Fink A, Fügenschuh A, Geiger MJ (ed.): Operations Research Proceedings 2016, Cham: 2018
BibTeX: Download - , , , :
Staircase Compatibility and its Applications in Scheduling and Piecewise Linearization
In: Discrete Optimization 29 (2018), p. 111-132
ISSN: 1572-5286
DOI: 10.1016/j.disopt.2018.04.001
URL: http://www.sciencedirect.com/science/article/pii/S1572528618300306
BibTeX: Download - , :
Aggregation Methods for Railway Network Design Based on Lifted Benders Cuts
In: Borndörfer R, Klug T, Lamorgese L, Mannino C, Reuther M, Schlechte T (ed.): Handbook of Optimization in the Railway Industry, Cham: Springer International Publishing, 2018, p. 47--72
ISBN: 978-3-319-72153-8
DOI: 10.1007/978-3-319-72153-8_3
BibTeX: Download
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A comparison of performance metrics for balancing the power consumption of trains in a railway network by slight timetable adaptation
In: Public Transport 9 (2017), p. 95-113
ISSN: 1613-7159
DOI: 10.1007/s12469-017-0160-4
BibTeX: Download - , , :
A Decomposition Method for Multiperiod Railway Network Expansion - With a Case Study for Germany
In: Transportation Science (2017)
ISSN: 0041-1655
DOI: 10.1287/trsc.2017.0747
BibTeX: Download - , , :
Emulating the Expert: Inverse Optimization through Online Learning
In: Precup D, Teh YW (ed.): Proceedings of the 34th International Conference on Machine Learning (ICML), International Convention Centre, Sydney, Australia: 2017
URL: http://proceedings.mlr.press/v70/barmann17a.html
BibTeX: Download
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Polyhedral approximation of ellipsoidal uncertainty sets via extended formulations: a computational case study
In: Computational Management Science 13 (2015), p. 151-193
ISSN: 1619-697X
DOI: 10.1007/s10287-015-0243-0
BibTeX: Download - , , , , , :
Solving Network Design Problems via Iterative Aggregation
In: Mathematical Programming Computation 7 (2015), p. 189-217
ISSN: 1867-2957
DOI: 10.1007/s12532-015-0079-1
BibTeX: Download
Teaching
Übung (UE)
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Tutorial zu Diskrete Optimierung I
1 SWS
- Fr 10:00-12:00, Room 04.019 (exclude vac) .ics: Termin Fr 10:00-12:00 in den Kalender importieren
Seminar (SEM)
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Seminar Data Science in Forschung und Industrie
2 SWS
ECTS-Studium
ECTS-Credits: 5
- Mo 16:00-18:00, (exclude vac) .ics: Termin Mo 16:00-18:00 in den Kalender importieren
Vorlesung (VORL)
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Diskrete Optimierung I
2 SWS
- Fr 8:00-10:00, Room H12 (exclude vac) .ics: Termin Fr 8:00-10:00 in den Kalender importieren