World's Best Scientists 2026 revealed!
Louis-Martin Rousseau

Louis-Martin Rousseau

D-Index & Metrics

Computer Science

D-Index
47
Citations
6807
World Ranking
6611
National Ranking
262

Mathematics

D-Index
47
Citations
6595
World Ranking
1298
National Ranking
43

Overview

Louis-Martin Rousseau is affiliated with Polytechnique Montréal in Canada. Their research is primarily situated at the intersection of engineering and computer science, with a focus on industrial and manufacturing engineering, artificial intelligence, management science and operations research, automotive engineering, and computer networks and communications. Their interdisciplinary approach integrates advanced optimization techniques and computational methods.

The scientist's work addresses various topics centered on optimization and operational challenges. Principal research themes include:

  • Vehicle Routing Optimization Methods
  • Transportation and Mobility Innovations
  • Scheduling and Timetabling Solutions
  • Constraint Satisfaction and Optimization
  • Healthcare Operations and Scheduling Optimization
  • Advanced Manufacturing and Logistics Optimization
  • Optimization and Packing Problems

Rousseau's recent papers span a range of subjects within transportation, optimization, and artificial intelligence. Notable publications include:

  • "Drone routing with energy function: Formulation and exact algorithm," 2020, published in Transportation Research Part B Methodological
  • "Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization," 2021, published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "An exact algorithm for the two-echelon vehicle routing problem with drones," 2023, published in Transportation Research Part B Methodological
  • "Robust facility location under demand uncertainty and facility disruptions," 2021, published in Omega
  • "Learning the travelling salesperson problem requires rethinking generalization," 2022, published in Constraints

The most frequent publication venues for Rousseau's work include:

  • arXiv (Cornell University)
  • INFORMS Journal on Computing
  • Health Care Management Science
  • Omega
  • Transportation Research Part B Methodological

Collaborative research is a significant element of Rousseau's career. Frequent co-authors include Quentin Cappart, Yossiri Adulyasak, Chun Cheng, Andrea Lodi, and Guy Desaulniers, indicating a network oriented toward optimization and applied computational research in logistics and transportation.

Best Publications

  • Learning Heuristics for the TSP by Policy Gradient

    Michel Deudon;Pierre Cournut;Alexandre Lacoste;Yossiri Adulyasak

  • An adaptive large neighborhood search for the two-echelon multiple-trip vehicle routing problem with satellite synchronization

    Philippe Grangier;Philippe Grangier;Michel Gendreau;Fabien Lehuédé;Louis-Martin Rousseau

  • Using Constraint-Based Operators to Solve the Vehicle Routing Problem with Time Windows

    Louis-Martin Rousseau;Michel Gendreau;Gilles Pesant

  • Maintenance scheduling in the electricity industry: A literature review

    Aurélien Froger;Michel Gendreau;Jorge E. Mendoza;Éric Pinson

  • Scheduling and routing of automated guided vehicles : A hybrid approach

    Ayoub Insa Corréa;André Langevin;Louis-Martin Rousseau

  • Drone routing with energy function: Formulation and exact algorithm

    Chun Cheng;Yossiri Adulyasak;Louis-Martin Rousseau

  • Cost allocation in the establishment of a collaborative transportation agreement—an application in the furniture industry

    Jean-François Audy;Sophie D'Amours;Louis-Martin Rousseau

  • A Cost-Regular Based Hybrid Column Generation Approach

    Sophie Demassey;Gilles Pesant;Louis-Martin Rousseau

  • Interior point stabilization for column generation

    Louis-Martin Rousseau;Michel Gendreau;Dominique Feillet

  • A set partitioning heuristic for the home health care routing and scheduling problem

    Florian Grenouilleau;Antoine Legrain;Nadia Lahrichi;Louis-Martin Rousseau

  • A priori optimization with recourse for the vehicle routing problem with hard time windows and stochastic service times

    Fausto Errico;Fausto Errico;Guy Desaulniers;Guy Desaulniers;Michel Gendreau;Walter Rei

  • European Driver Rules in Vehicle Routing with Time Windows

    Eric Prescott-Gagnon;Guy Desaulniers;Michael Drexl;Louis-Martin Rousseau

  • On global warming: Flow-based soft global constraints

    Willem-Jan Hoeve;Gilles Pesant;Louis-Martin Rousseau

  • A matheuristic based on large neighborhood search for the vehicle routing problem with cross-docking

    Philippe Grangier;Michel Gendreau;Fabien Lehud;Louis-Martin Rousseau

  • Modeling a green inventory routing problem with a heterogeneous fleet

    Chun Cheng;Chun Cheng;Peng Yang;Mingyao Qi;Louis-Martin Rousseau

  • Solving VRPTWs with Constraint Programming Based Column Generation

    Louis-Martin Rousseau;Michel Gendreau;Gilles Pesant;Filippo Focacci

  • Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

    Quentin Cappart;Thierry Moisan;Louis-Martin Rousseau;Isabeau Prémont-Schwarz

  • An exact algorithm for the two-echelon vehicle routing problem with drones

    Unknown

  • The vehicle routing problem with hard time windows and stochastic service times

    Fausto Errico;Guy Desaulniers;Michel Gendreau;Walter Rei

  • Solving an integrated employee timetabling and job-shop scheduling problem via hybrid branch-and-bound

    Christian Artigues;Michel Gendreau;Louis-Martin Rousseau;Adrien Vergnaud

  • Revisiting the sequence constraint

    Willem-Jan van Hoeve;Gilles Pesant;Louis-Martin Rousseau;Ashish Sabharwal

  • A Branch-and-Price-Based Large Neighborhood Search Algorithm for the Vehicle Routing Problem with Time Windows

    Éric Prescott-Gagnon;Guy Desaulniers;Louis-Martin Rousseau

Frequent Co-Authors

Michel Gendreau
Michel Gendreau Polytechnique Montréal
André Langevin
André Langevin Polytechnique Montréal
Guy Desaulniers
Guy Desaulniers Polytechnique Montréal
Bernard Gendron
Bernard Gendron University of Montreal
Andrea Lodi
Andrea Lodi Cornell University
Pierre L'Ecuyer
Pierre L'Ecuyer University of Montreal
Ashish Sabharwal
Ashish Sabharwal Allen Institute for Artificial Intelligence
Jean-Charles Régin
Jean-Charles Régin Université Côte d'Azur
Malte Helmert
Malte Helmert University of Basel
Sophie D'Amours
Sophie D'Amours Université Laval

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