Jan Rolfes
Prof. Dr. Jan Rolfes
Department of Data Science (DDS)
Professur für Data Driven Design of Dynamical Systems
Cauerstraße 11
91058 Erlangen
- Phone number: +49 9131 85-67159
- Email: jan.rolfes@fau.de
- Website: https://www.datascience.nat.fau.eu/research/groups/data-driven-design-of-dynamic-systems/
Office hours
Jede Woche We, 10:00 - 11:00, Room 03.343,I am currently working as an Interim Professor at Friedrich-Alexander University Erlangen-Nuremberg. In particular, I am interested in discrete and convex optimization under uncertainty, both in the (distributionally) robust as well as in the stochastic sense and its ties to machine learning models. Furthermore, I like to explore the fundamental mathematical concepts as much as applying the arising methods to applications such as power systems or particle synthesis.
Team Assistance
Beate Kirchner
Sekretariat
Cauerstraße 11
91058 Erlangen
Cauerstraße 11
91058 Erlangen
- Phone number: +49 9131 85-67161
- Email: beate.kirchner@fau.de
- Website: https://www.datascience.nat.fau.eu/person/beate-kirchner/
Publications
2024
- , , :
A Positive Semidefinite Safe Approximation of Multivariate Distributionally Robust Constraints Determined by Simple Functions
(2024)
DOI: 10.48550/arXiv.2310.05612
URL: https://arxiv.org/abs/2310.05612 - , , :
A Safe Approximation Based on Mixed-Integer Optimization for Non-Convex Distributional Robustness Governed by Univariate Indicator Functions
(2024)
URL: https://arxiv.org/abs/2301.11185
2023
- , , :
A mixed-integer approximation of robust optimization problems with mixed-integer adjustments
In: Optimization and Engineering (2023)
ISSN: 1389-4420
DOI: 10.1007/s11081-023-09843-7 - , , , :
Alternating mixed-integer programming and neural network training for approximating stochastic two-stage problems (Conference contribution, accepted)
Annual Conference on Machine Learning, Optimization and Data science (LOD) (Grasmere, Lake District, England - UK, 22. September 2023 - 26. September 2023)
URL: https://arxiv.org/pdf/2305.06785.pdf - , , :
Bounds on polarization problems on compact sets via mixed integer programming
(2023)
URL: https://arxiv.org/abs/2303.10101
2022
- , , , :
Pareto robust optimization on Euclidean vector spaces
In: Optimization Letters (2022)
ISSN: 1862-4472
DOI: 10.1007/s11590-022-01929-y - , , , :
Pareto Robust Optimization on Euclidean Vector Spaces
In: Optimization Letters (2022)
ISSN: 1862-4472
DOI: 10.1007/s11590-022-01929-y
(Techreport) - , , , , :
Robust Market Equilibria under Uncertain Cost
In: European Journal of Operational Research 302 (2022), p. 1230-1241
ISSN: 0377-2217
DOI: 10.1016/j.ejor.2022.02.030
URL: https://opus4.kobv.de/opus4-trr154/frontdoor/index/index/searchtype/latest/docId/417/start/0/rows/10 - , , , :
Affinely Adjustable Robust Linear Complementarity Problems
In: SIAM Journal on Optimization 32 (2022), p. 152-172
ISSN: 1052-6234
DOI: 10.1137/20M1359778
2021
- , , , , , , :
Robust Optimization in Nanoparticle Technology: A Proof of Principle by Quantum Dot Growth in a Residence Time Reactor
In: Computers & Chemical Engineering (2021)
ISSN: 0098-1354
DOI: 10.1016/j.compchemeng.2021.107618
URL: http://www.optimization-online.org/DB_HTML/2021/02/8262.html
2019
- :
Convex Optimization Techniques for Geometric Covering Problems (Dissertation, 2019)
URL: https://kups.ub.uni-koeln.de/9917/
2018
- , :
Covering compact metric spaces greedily
In: Acta Mathematica Hungarica 155 (2018), p. 130--140
ISSN: 0236-5294
DOI: 10.1007/s10474-018-0829-4
2016
- , , :
Das Problem der Kugelpackung
(2016)
DOI: 10.14760/SNAP-2016-004-EN
URL: https://imaginary.org/snapshot/das-problem-der-kugelpackung
(online publication)