Ongeveer 14 uur geleden - Technische Universiteit Eindhoven - Eindhoven
Postdoc on the subject of towards a quantitative theory of integer programming
We are looking for a talented postdoctoral researcher with a strong interest in the theory and practice of Integer Programming (IP). The research will be …
- Science Park, Amsterdam, Noord-Holland
- Tijdelijk contract / Tijdelijke opdracht
- Uren per week:
- 40 uur
- € 3477 - € 4945 per maand
We are looking for a talented postdoctoral researcher with a strong interest in the theory and practice of Integer Programming (IP). The research will be supported by the ERC grant "Towards a Quantitative Theory of Integer Programming". The goals of this research are (1) to develop a quantitative theory that can explain the effectiveness of the prevalent techniques used for solving IPs (e.g. branch & bound, cutting planes, diving heuristics, etc.), (2) to develop new and effective techniques for solving IPs and (3) to build new connections between the study of IP, theoretical computer science and optimization. The research projects are designed to be interdisciplinary and are expected to require combining techniques from various areas of optimization (first order methods, interior point methods, simplex algorithms), theoretical computer science (discrepancy theory, fixed parameter tractability, smoothed analysis) and geometry (convex geometry, geometry of Euclidean lattices). Some sample research questions include:
- Can one obtain non-trivial upper bounds on the size of branch & bound trees produced by standard branching rules?
- Is there a cutting plane based polynomial time approximation scheme for the metric traveling salesman problem? More generally, can one develop a cutting plane framework with provable convergence guarantees?
- Can one automate basic FPT algorithms using the branch & bound framework?
- Can one demonstrate the efficiency of the simplex method for solving related sequences of linear programs (as one would encounter within branch & bound or cutting plane generation)?
- Can one develop practical rounding heuristics using discrepancy minimization algorithms?
- Is there a 2O(n) -time algorithm for general integer programming?
Supervised by: Daniel Dadush (website)
The postdoctoral candidate is required to have a strong background in at least one of the following areas: optimization, theoretical computer science or discrete mathematics. Research experience within the domain of IP (theory or practice) is a plus. Candidates are expected to have an excellent command of English, and good academic writing and presentation skills. The postdoctoral candidate will be expected to conduct independent research on topics relevant to the above agenda, to publish this research at either top conferences or journals. The candidate must be available for an appointment of two years.
The terms of employment are in accordance with the Dutch Collective Labour Agreement for Research Centres ("CAO-onderzoeksinstellingen"). The gross monthly salary for an employee on a full time basis, depending on relevant work experience, ranges from € 3,477 to € 4,945. The appointment will be for a period of two years.
Employees are also entitled to a holiday allowance of 8% of the gross annual salary and a year-end bonus of 8.33%. CWI offers attractive working conditions, including flexible scheduling.
Please visit our website for more information about our terms of employment: https://www.cwi.nl/jobs/terms-of-employment.
Applications can be sent before December 15th, 2018. Promising candidates will be interviewed towards the end of January or beginning of February (preferably at CWI, otherwise by video conference if that is not possible). The positions will be available to start in mid to late February. While the exact starting date is flexible, the candidate must be available to start before the end of 2019.
All applications should include a detailed resume and motivation letter.
- A detailed CV, including a list of publications and/or presentations at scientific meetings.
- A letter of motivation including research interests, reasons for applying for this position.
- An electronic copy of your top two publications.
- At least two letters of recommendation from references who are acquainted with the applicant's previous academic and/or research activity.
For more information about the vacancy, please contact Dr. Daniel Dadush, email firstname.lastname@example.org.