3-year Postdoc Position in Symmetry Handling in Bilevel Programming at Eindhoven University of Technology
Christopher Hojny via dmanet <[email protected]>
| Newsgroups | gmane.science.mathematics.discrete |
|---|---|
| Message-ID | <[email protected]> |
In the Combinatorial Optimization group at Eindhoven University of Technology (The Netherlands), there is a vacancy for a 3-year postdoc position within the NWO/DFG project "SymBi: Exploiting Symmetries for Faster Bilevel Optimization Algorithms". This postdoc position is supervised by Christopher Hojny. The vacancy can be found at https://www.tue.nl/en/working-at-tue/vacancy-overview/postdoc-in-symmetry-handling-in-bilevel-programming The vacancy remains open until a suitable candidate has been found and closes definitively on March 6, 2026. Starting date: preferably June 1, 2026 PROJECT DESCRIPTION Bilevel programming (BP) is a powerful mathematical framework for modeling hierarchical decision-making processes involving two players: a leader and a follower. In energy network design, for example, the leader aims to build a robust network that mitigates failures caused by the follower’s actions. A key characteristic of such applications is the presence of symmetries. For instance, a symmetric network naturally leads to symmetric failure scenarios, which are reflected in BP models. However, current BP software can neither detect nor exploit these symmetries. As a result, despite BP’s strong modeling capabilities, existing technology can only handle relatively small-scale problems. In the SymBi project (Exploiting Symmetries for Faster Bilevel Optimization Algorithms), we address this limitation by developing a general mathematical theory of symmetries in BP and efficient algorithms for symmetry detection and exploitation. While the related field of mixed-integer programming (MIP) primarily uses symmetries to eliminate redundant parts of the solution space, SymBi goes further: it aims to enhance other components of BP solvers, such as cutting planes, to achieve a stronger coupling between leader and follower decisions. The research activities of the postdoc will include - defining a mathematically sound notion of symmetries for bilevel optimization problems, - developing a novel theory for exploiting symmetries that is tailored for bilevel optimization problems, and - implementing and testing the developed algorithms for solving benchmark problems. Next to the research tasks, the postdoc will be asked to assist, for a small percentage of their time, with educational tasks (course support and supervision of students). JOB REQUIREMENTS - You are a motivated researcher, with a PhD in integer programming, bilevel programming, mathematical optimization, or a comparable domain. - You have very good programming skills, preferably in C/C++. - You are able to conduct high quality academic research, reflected in demonstrable outputs. - You have a proven ability to manage complex projects to completion on schedule. - You have excellent (written and verbal) proficiency in English, good communication skills (knowledge of the Dutch language is not required). CONDITIONS OF EMPLOYMENT We offer a meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you: - Full-time employment for 3 years. Please note that for a postdoc position, our departmental policy is that we offer a one-year contract first, which is extended based on good performance. - Salary in accordance with the Collective Labour Agreement for Dutch Universities, scale 10 (min. € 4,241 max. € 5,538). - A year-end bonus of 8.3% and annual vacation pay of 8%. - High-quality training programs on general skills, didactics and topics related to research and valorization. - An excellent technical infrastructure, on-campus children's day care and sports facilities. - Partially paid parental leave and an allowance for commuting, working from home and internet costs. - A TU/e Postdoc Association that helps you to build a stronger and broader academic and personal network, and offers tailored support, training and workshops. - A Staff Immigration Team is available for international candidates, as are a tax compensation scheme (the 30% facility) and a compensation for moving expenses. FURTHER INFORMATION For more information about the project or about the working conditions, please contact Christopher Hojny ([email protected]). HOW TO APPLY Applications should be done through the following website: https://www.tue.nl/en/working-at-tue/vacancy-overview/postdoc-in-symmetry-handling-in-bilevel-programming Besides personal and contact information, you should upload the following documents as PDFs: - Cover letter in which you describe your motivation and qualifications for the position. - Curriculum vitae, including a list of your publications and the contact information of three references. Kindly note that we may reach out to references at any stage of the recruitment process. We recommend notifying your references upon submitting your application. - List of up to five self-selected ‘best publications’. 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