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Portal > Offres > Offre UMR6158-BEABOU-004 - Chercheur Postdoctoral en Optimisation Combinatoire (H/F)

Postdoctoral Researcher in Combinatorial Optimization (M/F)

This offer is available in the following languages:
Français - Anglais

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General information

Reference : UMR6158-BEABOU-004
Workplace : AUBIERE
Date of publication : Thursday, October 31, 2019
Type of Contract : FTC Scientist
Contract Period : 12 months
Expected date of employment : 1 January 2020
Proportion of work : Full time
Remuneration : between 2300 et 2600 euros brut per month according to experience
Desired level of education : PhD
Experience required : Indifferent

Missions

This project aims at designing and implementing a solution method based on extended formulations to solve the Routing and Spectral Assignment (RSA) in realistic flexible optical networks.

Activities

The main tasks of this project will consist of
- Modeling the RSA problem as an integer linear program
- Applying some reformulation techniques (e.g., Sherali-Adams RLT) to the model
- Analyzing the obtained extended formulations and considering some decomposition techniques (e.g., Lagrangian relaxation) to manage them
- Design and implement a solution method for those extended formulations using Barahona's Volume Algorithm together with parallel-computing techniques
- Characterizing new valid inequalities for the RSA problem

Skills

- PhD in Applied Mathematics or Computer Science
- Expertise in mathematical optimization (e.g., combinatorial optimization, polyhedral combinatorics, decomposition technics)
- Very good knowledge in C++ programming and possibly in parallel computing
- Significant experience with optimization software (e.g., Cplex, Gurobi, or Coin-OR)
- Some interest in telecommunication networks
- High proficiency in French and English and excellent speaking and writing skills
- Ability to be part of a team but also to conduct his/her own research agenda independently

Work Context

The postdoctoral researcher will
- join the Models and Algorithms of the Decision-Making Support (MAAD) team of the LIMOS – UMR 6158 laboratory at the University Clermont Auvergne led by Dr. Mourad Baïou
- closely work with researchers involved in the ANR project FlexOptim (Optimal Routing and Spectrum Assignment in Realistic FlexGrid Elastic Optical Networks) led by Dr. Hervé Kerivin from the LIMOS laboratory

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