Dr. Meritxell Pacheco

Senior researcher

T: +41 26 300 8337

Address: Bd de Pérolles 90, 1700 Fribourg

Office: C 321

Email

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Short bio

I hold a 5-year degree in Mathematics (2013) and a Masters in Logistic, Transportation and Mobility (2015), both from the Universitat Politècnica de Catalunya (Barcelona). I recently completed my PhD at the École Polytechnique Fédérale de Lausanne (EPFL) under the supervision of Prof. Michel Bierlaire (EPFL) and Prof. Shadi Shari Azadeh (Erasmus Universiteit of Rotterdam). My thesis was about the integration of discrete choice models in mixed-integer linear optimization. In 2021, I joined the Decision Support & Operations Research Group as a senior researcher to work in the Innosuisse project 36157.1 IP-EE on decision support for an efficient and sustainable waste collection. The goal of this project is to derive mathematical models and optimization algorithms to improve the municipal solid waste collection process and to develop an interactive decision support tool that displays the results of the implemented algorithms. This tool will help decision-makers to select the most appropriate waste collection concept according to the needs of the municipality.

 

Main research interests:

  • Discrete choice models
  • Mixed-integer linear programming
  • Decomposition techniques
  • Vehicle routing problems
  • Logistics and transportation

 

Selected publications

  • M. Pacheco Paneque, M. Bierlaire, B.Gendron and S. Sharif Azadeh. Integrating advanced discrete choice models in mixed integer linear optimization. Transportation Research Part B: Methodological, 146, 26-49 (2021). doi 
  • L. Montero, M. Pacheco Paneque, J. Barceló, S. Homoceanu and J. Casanovas. Case study on cooperative car data for estimating traffic states in an urban network. Transportation Research 2594(1), 127-137 (2016). doi 

 

Other activities