Research

TRANSP-OR: Fabian Torres

Fabian Torres

This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Fabian Torres.

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Fabian Torres

        Technical reports

          Reviewing

        • Transportation Science (2)
        • European Journal of Operational Research (1)

          • Total: 3 reviews for 2 journals (since 2004). Per year:
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          2022: 1,
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          Unknown year: 2.

          Research projects

          The Elevator Dispatching Problem with Destination Control
          Sponsor: Schindler
          Team: Michel Bierlaire (PI), Fabian Torres (PM)
          Period: September 22, 2022-April 01, 2023
          The Elevator Dispatching Problem with Destination Control We propose developing a Branch-and-Price (BP) exact method that can provide optimal solutions to instances. The size of the instances that BP can solve has to be determined with computational experiments once the method is implemented and cannot be known beforehand. BP is known to provide good lower bounds that can also be used to evaluate heuristic solutions. The aim of this study is to provide optimal solutions to the deterministic-static EDPDC where we have perfect information and compare with Schindler’s heuristic solution.

          Regular teaching

          Decision-aid methodologies in transportation
          Year: Spring 2024
          Section(s): Civil Engineering
          Lecturers: Fabian Torres, Evangelos Paschalidis
          Teaching assistant: Tom Haering
          Introduction to optimization and operations research
          Year: Fall 2023
          Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
          Lecturer: Michel Bierlaire
          Teaching assistant: Fabian Torres, Léa Ricard, Marija Kukic, Tom Haering
          Decision-aid methodologies in transportation
          Year: Spring 2023
          Section(s): Civil Engineering
          Lecturers: Fabian Torres, Evangelos Paschalidis
          Teaching assistant: Selin Atac, Tom Haering
          Introduction to optimization and operations research
          Year: Fall 2022
          Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
          Lecturer: Michel Bierlaire
          Teaching assistant: Fabian Torres, Selin Atac, Marija Kukic, Negar Rezvany

          Miscellaneous lectures

          Introduction, Logit Estimation and Testing
          Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 11, 2024
          School: EPFL
          Lecturer: Tom Haering
          Assistants: Negar Rezvany, Nicola Ortelli, Fabian Torres

          Project supervision

          Masters theses

          Antoine Goupil de Bouille
          Section: Mathematics
          Optimizing Gas Storage Strategies: Addressing Price Fluctuations and Leakage through a Mercuria Case Study
          Supervision:Michel Bierlaire, Cloe Cortes Balcells, Fabian Torres
          Expert:
          20/02/2024-24/06/2024
          Olivier Laferrere
          Orders Allocation Management with Upstream Consolidation
          Supervision:Fabian Torres, Michel Bierlaire
          Expert:
          01/08/2022-27/01/2023

          Semester projects

          • A computational comparison of open-source branch-and-price solvers, Jules Schneuwly , June 21, 2024
          • Solve the problem of the EPFL campus in MOBi,, Anne-Valérie Preto (SGC), June 09, 2024
          • Construction of an Itinerary Optimization Algorithm for a Trip Planning App, Gabriel André Veigas Marques, June 07, 2024
          • Modeling Individual Activity Schedules and Behavior Changes in COVID-19 Using Metaheuristic Optimization, Pierre Alexis Hellich, January 15, 2024