Louis-Martin Rousseau

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 72

Top Venues

CoRR

Eur. J. Oper. Res.

CPAIOR

Publications

Claudio Contardo, Ricardo Fukasawa, Louis-Martin Rousseau, Thibaut Vidal
Optimal Counterfactual Explanations for k-Nearest Neighbors Using Mathematical Optimization and Constraint Programming. ISCO (2024)
Chun Cheng, Yossiri Adulyasak, Louis-Martin Rousseau
Robust Drone Delivery with Weather Information. Manuf. Serv. Oper. Manag. 26 (4) (2024)
Peyman Kafaei, Quentin Cappart, Nicolas Chapados, Hamed Pouya, Louis-Martin Rousseau
Dynamic Routing and Wavelength Assignment with Reinforcement Learning. INFORMS J. Optim. 6 (1) (2024)
Augustin Parjadis, Quentin Cappart, Bistra Dilkina, Aaron M. Ferber, Louis-Martin Rousseau
Learning Lagrangian Multipliers for the Travelling Salesman Problem. CP (2024)
Tu-San Pham, Antoine Legrain, Patrick De Causmaecker, Louis-Martin Rousseau
A Prediction-Based Approach for Online Dynamic Appointment Scheduling: A Case Study in Radiotherapy Treatment. INFORMS J. Comput. 35 (4) (2023)
Tom Marty, Tristan François, Pierre Tessier, Louis Gauthier, Quentin Cappart, Louis-Martin Rousseau
Training a Deep Q-Learning Agent Inside a Generic Constraint Programming Solver. CoRR (2023)
Augustin Parjadis, Quentin Cappart, Bistra Dilkina, Aaron M. Ferber, Louis-Martin Rousseau
Learning Lagrangian Multipliers for the Travelling Salesman Problem. CoRR (2023)
Augustin Parjadis, Quentin Cappart, Quentin Massoteau, Louis-Martin Rousseau
Repositioning Fleet Vehicles: A Learning Pipeline. LION (2023)
Isaac Rudich, Quentin Cappart, Louis-Martin Rousseau
Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams. J. Artif. Intell. Res. 77 (2023)
Tom Marty, Tristan François, Pierre Tessier, Louis Gautier, Louis-Martin Rousseau, Quentin Cappart
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver. CP (2023)
Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau, Thomas Laurent
Learning the travelling salesperson problem requires rethinking generalization. Constraints An Int. J. 27 (1-2) (2022)
Qinxiao Yu, Yossiri Adulyasak, Louis-Martin Rousseau, Ning Zhu, Shoufeng Ma
Team Orienteering with Time-Varying Profit. INFORMS J. Comput. 34 (1) (2022)
Adrien Rimélé, Michel Gamache, Michel Gendreau, Philippe Grangier, Louis-Martin Rousseau
Robotic mobile fulfillment systems: a mathematical modelling framework for e-commerce applications. Int. J. Prod. Res. 60 (11) (2022)
Jaime E. González, André A. Ciré, Andrea Lodi, Louis-Martin Rousseau
BDD-based optimization for the quadratic stable set problem. Discret. Optim. 44 (Part) (2022)
Quentin Cappart, David Bergman, Louis-Martin Rousseau, Isabeau Prémont-Schwarz, Augustin Parjadis
Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning. INFORMS J. Comput. 34 (5) (2022)
Isaac Rudich, Quentin Cappart, Louis-Martin Rousseau
Peel-And-Bound: Generating Stronger Relaxed Bounds with Multivalued Decision Diagrams. CP (2022)
Seyed Hossein Hashemi Doulabi, Patrick Jaillet, Gilles Pesant, Louis-Martin Rousseau
Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios. INFORMS J. Comput. 33 (1) (2021)
Alexis Bretin, Guy Desaulniers, Louis-Martin Rousseau
The traveling salesman problem with time windows in postal services. J. Oper. Res. Soc. 72 (2) (2021)
Léa Ricard, Guy Desaulniers, Andrea Lodi, Louis-Martin Rousseau
Predicting the probability distribution of bus travel time to move towards reliable planning of public transport services. CoRR (2021)
Félix Chalumeau, Ilan Coulon, Quentin Cappart, Louis-Martin Rousseau
SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning. CoRR (2021)
Chun Cheng, Yossiri Adulyasak, Louis-Martin Rousseau
Robust Facility Location Under Disruptions. INFORMS J. Optim. 3 (3) (2021)
Adrien Rimélé, Philippe Grangier, Michel Gamache, Michel Gendreau, Louis-Martin Rousseau
E-commerce warehousing: learning a storage policy. CoRR (2021)
Philippe Grangier, Michel Gendreau, Fabien Lehuédé, Louis-Martin Rousseau
The vehicle routing problem with cross-docking and resource constraints. J. Heuristics 27 (1-2) (2021)
Gabrielle Gauthier Melançon, Philippe Grangier, Eric Prescott-Gagnon, Emmanuel Sabourin, Louis-Martin Rousseau
A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains. INFORMS J. Appl. Anal. 51 (3) (2021)
Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau, Thomas Laurent
Learning TSP Requires Rethinking Generalization. CP (2021)
Adrien Rimélé, Philippe Grangier, Michel Gamache, Michel Gendreau, Louis-Martin Rousseau
Supervised learning and tree search for real-time storage allocation in Robotic Mobile Fulfillment Systems. CoRR (2021)
Félix Chalumeau, Ilan Coulon, Quentin Cappart, Louis-Martin Rousseau
SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning. CPAIOR (2021)
Tu-San Pham, Antoine Legrain, Patrick De Causmaecker, Louis-Martin Rousseau
A prediction-based approach for online dynamic radiotherapy scheduling. CoRR (2021)
Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau, Isabeau Prémont-Schwarz, André A. Ciré
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization. AAAI (2021)
Augustin Parjadis, Quentin Cappart, Louis-Martin Rousseau, David Bergman
Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning. CPAIOR (2021)
Jaime E. González, André Augusto Ciré, Andrea Lodi, Louis-Martin Rousseau
Integrated integer programming and decision diagram search tree with an application to the maximum independent set problem. Constraints An Int. J. 25 (1-2) (2020)
Seyed Hossein Hashemi Doulabi, Gilles Pesant, Louis-Martin Rousseau
Vehicle Routing Problems with Synchronized Visits and Stochastic Travel and Service Times: Applications in Healthcare. Transp. Sci. 54 (4) (2020)
Mayssoun Messaoudi, Issmail El Hallaoui, Louis-Martin Rousseau, Adil Tahir
Solving a Real-World Multi-attribute VRP Using a Primal-Based Approach. ISCO (2020)
Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau, Thomas Laurent, Xavier Bresson
Learning TSP Requires Rethinking Generalization. CoRR (2020)
Florian Pommerening, Gabriele Röger, Malte Helmert, Hadrien Cambazard, Louis-Martin Rousseau, Domenico Salvagnin
Lagrangian Decomposition for Classical Planning (Extended Abstract). IJCAI (2020)
Pierre-Yves Bouchet, Stefano Gualandi, Louis-Martin Rousseau
Primal Heuristics for Wasserstein Barycenters. CPAIOR (2020)
Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau, Isabeau Prémont-Schwarz, André Augusto Ciré
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization. CoRR (2020)
Minh Hoàng Hà, Tat Dat Nguyen, Thinh Nguyen Duy, Hoang Giang Pham, Thuy Do, Louis-Martin Rousseau
A new constraint programming model and a linear programming-based adaptive large neighborhood search for the vehicle routing problem with synchronization constraints. Comput. Oper. Res. 124 (2020)
Florian Grenouilleau, Nadia Lahrichi, Louis-Martin Rousseau
New decomposition methods for home care scheduling with predefined visits. Comput. Oper. Res. 115 (2020)
Thomas Capelle, Cristián E. Cortés, Michel Gendreau, Pablo A. Rey, Louis-Martin Rousseau
A column generation approach for location-routing problems with pickup and delivery. Eur. J. Oper. Res. 272 (1) (2019)
Florian Grenouilleau, Antoine Legrain, Nadia Lahrichi, Louis-Martin Rousseau
A set partitioning heuristic for the home health care routing and scheduling problem. Eur. J. Oper. Res. 275 (1) (2019)
Noberto A. Hernández-Leandro, Vincent Boyer, M. Angélica Salazar-Aguilar, Louis-Martin Rousseau
A matheuristic based on Lagrangian relaxation for the multi-activity shift scheduling problem. Eur. J. Oper. Res. 272 (3) (2019)
Florian Pommerening, Gabriele Röger, Malte Helmert, Hadrien Cambazard, Louis-Martin Rousseau, Domenico Salvagnin
Lagrangian Decomposition for Optimal Cost Partitioning. ICAPS (2019)
Minh Hoàng Hà, Tat Dat Nguyen, Thinh Nguyen Duy, Hoang Giang Pham, Thuy Do, Louis-Martin Rousseau
A new constraint programming model and a linear programming-based adaptive large neighborhood search for the vehicle routing problem with synchronization constraints. CoRR (2019)
Quentin Cappart, Emmanuel Goutierre, David Bergman, Louis-Martin Rousseau
Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning. AAAI (2019)
Antoine François, Quentin Cappart, Louis-Martin Rousseau
How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem. CoRR (2019)
Fausto Errico, Guy Desaulniers, Michel Gendreau, Walter Rei, Louis-Martin Rousseau
The vehicle routing problem with hard time windows and stochastic service times. EURO J. Transp. Logist. 7 (3) (2018)
Quentin Cappart, Emmanuel Goutierre, David Bergman, Louis-Martin Rousseau
Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning. CoRR (2018)
Stefania Pan, Mahuna Akplogan, Nora Touati Moungla, Lucas Létocart, Roberto Wolfler Calvo, Louis-Martin Rousseau
A hybrid heuristic for the multi-activity tour scheduling problem. Electron. Notes Discret. Math. 69 (2018)
Aurélien Froger, Michel Gendreau, Jorge E. Mendoza, Eric Pinson, Louis-Martin Rousseau
Solving a wind turbine maintenance scheduling problem. J. Sched. 21 (1) (2018)
Hossein Hojabri, Michel Gendreau, Jean-Yves Potvin, Louis-Martin Rousseau
Large neighborhood search with constraint programming for a vehicle routing problem with synchronization constraints. Comput. Oper. Res. 92 (2018)
Michael Römer, André A. Ciré, Louis-Martin Rousseau
A Local Search Framework for Compiling Relaxed Decision Diagrams. CPAIOR (2018)
Michel Deudon, Pierre Cournut, Alexandre Lacoste, Yossiri Adulyasak, Louis-Martin Rousseau
Learning Heuristics for the TSP by Policy Gradient. CPAIOR (2018)
Maria I. Restrepo, Bernard Gendron, Louis-Martin Rousseau
Combining Benders decomposition and column generation for multi-activity tour scheduling. Comput. Oper. Res. 93 (2018)
Quentin Cappart, Charles Thomas, Pierre Schaus, Louis-Martin Rousseau
A Constraint Programming Approach for Solving Patient Transportation Problems. CP (2018)
Nizar El Hachemi, Mohammed Saddoune, Issmail El Hallaoui, Louis-Martin Rousseau
A two-phase approach to solve the synchronized bin-forklift scheduling problem. J. Intell. Manuf. 29 (3) (2018)
Maria I. Restrepo, Bernard Gendron, Louis-Martin Rousseau
A two-stage stochastic programming approach for multi-activity tour scheduling. Eur. J. Oper. Res. 262 (2) (2017)
Omid Sanei Bajgiran, André A. Ciré, Louis-Martin Rousseau
A First Look at Picking Dual Variables for Maximizing Reduced Cost Fixing. CPAIOR (2017)
Amira Dems, Louis-Martin Rousseau, Jean-Marc Frayret
Annual timber procurement planning with bucking decisions. Eur. J. Oper. Res. 259 (2) (2017)
Marcela Monroy-Licht, Ciro-Alberto Amaya, André Langevin, Louis-Martin Rousseau
The rescheduling arc routing problem. Int. Trans. Oper. Res. 24 (6) (2017)
Aurélien Froger, Michel Gendreau, Jorge E. Mendoza, Eric Pinson, Louis-Martin Rousseau
A branch-and-check approach for a wind turbine maintenance scheduling problem. Comput. Oper. Res. 88 (2017)
Philippe Grangier, Michel Gendreau, Fabien Lehuédé, Louis-Martin Rousseau
A matheuristic based on large neighborhood search for the vehicle routing problem with cross-docking. Comput. Oper. Res. 84 (2017)
Bernard Gendron, Louis-Martin Rousseau
Grammar-Based Integer Programming Models and Methods for Employee Scheduling Problems. ISAIM (2016)
Renaud Masson, Nadia Lahrichi, Louis-Martin Rousseau
A two-stage solution method for the annual dairy transportation problem. Eur. J. Oper. Res. 251 (1) (2016)
Philippe Grangier, Michel Gendreau, Fabien Lehuédé, Louis-Martin Rousseau
An adaptive large neighborhood search for the two-echelon multiple-trip vehicle routing problem with satellite synchronization. Eur. J. Oper. Res. 254 (1) (2016)
Aurélien Froger, Michel Gendreau, Jorge E. Mendoza, Eric Pinson, Louis-Martin Rousseau
Maintenance scheduling in the electricity industry: A literature review. Eur. J. Oper. Res. 251 (3) (2016)
Amira Dems, Louis-Martin Rousseau, Jean-Marc Frayret
A hybrid constraint programming approach to a wood procurement problem with bucking decisions. Constraints An Int. J. 21 (2) (2016)
Jean-Guillaume Fages, Xavier Lorca, Louis-Martin Rousseau
The salesman and the tree: the importance of search in CP. Constraints An Int. J. 21 (2) (2016)
Jorge E. Mendoza, Louis-Martin Rousseau, Juan G. Villegas
A hybrid metaheuristic for the vehicle routing problem with stochastic demand and duration constraints. J. Heuristics 22 (4) (2016)
Maria I. Restrepo, Bernard Gendron, Louis-Martin Rousseau
Branch-and-Price for Personalized Multiactivity Tour Scheduling. INFORMS J. Comput. 28 (2) (2016)
Fausto Errico, Guy Desaulniers, Michel Gendreau, Walter Rei, Louis-Martin Rousseau
A priori optimization with recourse for the vehicle routing problem with hard time windows and stochastic service times. Eur. J. Oper. Res. 249 (1) (2016)
Seyed Hossein Hashemi Doulabi, Louis-Martin Rousseau, Gilles Pesant
A Constraint-Programming-Based Branch-and-Price-and-Cut Approach for Operating Room Planning and Scheduling. INFORMS J. Comput. 28 (3) (2016)
Nizar El Hachemi, Issmail El Hallaoui, Michel Gendreau, Louis-Martin Rousseau
Flow-based integer linear programs to solve the weekly log-truck scheduling problem. Ann. Oper. Res. 232 (1) (2015)
Pierre de la Poix de Fréminville, Guy Desaulniers, Louis-Martin Rousseau, Sylvain Perron
A column generation heuristic for districting the price of a financial product. J. Oper. Res. Soc. 66 (6) (2015)
Gilles Pesant, Gregory Rix, Louis-Martin Rousseau
A Comparative Study of MIP and CP Formulations for the B2B Scheduling Optimization Problem. CPAIOR (2015)
Nadia Lahrichi, Teodor Gabriel Crainic, Michel Gendreau, Walter Rei, Louis-Martin Rousseau
Strategic analysis of the dairy transportation problem. J. Oper. Res. Soc. 66 (1) (2015)
Amira Dems, Louis-Martin Rousseau, Jean-Marc Frayret
Effects of different cut-to-length harvesting structures on the economic value of a wood procurement planning problem. Ann. Oper. Res. 232 (1) (2015)
Minh Hoàng Hà, Claude-Guy Quimper, Louis-Martin Rousseau
General Bounding Mechanism for Constraint Programs. CP (2015)
Gregory Rix, Louis-Martin Rousseau, Gilles Pesant
A column generation algorithm for tactical timber transportation planning. J. Oper. Res. Soc. 66 (2) (2015)
Seyed Hossein Hashemi Doulabi, Louis-Martin Rousseau, Gilles Pesant
A Constraint Programming-Based Column Generation Approach for Operating Room Planning and Scheduling. CPAIOR (2014)
Lin Zhu, Louis-Martin Rousseau, Walter Rei, Bo Li
Paired cooperative reoptimization strategy for the vehicle routing problem with stochastic demands. Comput. Oper. Res. 50 (2014)
Vincent Boyer, Bernard Gendron, Louis-Martin Rousseau
A branch-and-price algorithm for the multi-activity multi-task shift scheduling problem. J. Sched. 17 (2) (2014)
Louis-Martin Rousseau
One Problem, Two Structures, Six Solvers, and Ten Years of Personnel Scheduling. CP (2014)
Maxim Hoskins, Renaud Masson, Gabrielle Gauthier Melançon, Jorge E. Mendoza, Christophe Meyer, Louis-Martin Rousseau
The PrePack Optimization Problem. CPAIOR (2014)
Cristián E. Cortés, Michel Gendreau, Louis-Martin Rousseau, Sebastian Souyris, Andrés Weintraub
Branch-and-price and constraint programming for solving a real-life technician dispatching problem. Eur. J. Oper. Res. 238 (1) (2014)
Marie Pelleau, Louis-Martin Rousseau, Pierre L'Ecuyer, Walid Zegal, Louis Delorme
Scheduling Agents Using Forecast Call Arrivals at Hydro-Québec's Call Centers. CP (2014)
Louis-Martin Rousseau, Willem-Jan van Hoeve
Special issue on: constraint programming approaches to combinatorial optimization. EURO J. Comput. Optim. 2 (3) (2014)
Nicolas Chapados, Marc Joliveau, Pierre L'Ecuyer, Louis-Martin Rousseau
Retail store scheduling for profit. Eur. J. Oper. Res. 239 (3) (2014)
Minh Hoàng Hà, Nathalie Bostel, André Langevin, Louis-Martin Rousseau
Solving the close-enough arc routing problem. Networks 63 (1) (2014)
Minh Hoàng Hà, Nathalie Bostel, André Langevin, Louis-Martin Rousseau
An exact algorithm and a metaheuristic for the generalized vehicle routing problem with flexible fleet size. Comput. Oper. Res. 43 (2014)
Louis-Martin Rousseau, Michel Gendreau, Gilles Pesant
The Synchronized Dynamic Vehicle Dispatching Problem. INFOR Inf. Syst. Oper. Res. 51 (2) (2013)
Simon Brockbank, Gilles Pesant, Louis-Martin Rousseau
Counting Spanning Trees to Guide Search in Constrained Spanning Tree Problems. CP (2013)
Marie-Claude Côté, Bernard Gendron, Louis-Martin Rousseau
Grammar-Based Column Generation for Personalized Multi-Activity Shift Scheduling. INFORMS J. Comput. 25 (3) (2013)
Minh Hoàng Hà, Nathalie Bostel, André Langevin, Louis-Martin Rousseau
An exact algorithm and a metaheuristic for the multi-vehicle covering tour problem with a constraint on the number of vertices. Eur. J. Oper. Res. 226 (2) (2013)
Arnaud Malapert, Hadrien Cambazard, Christelle Guéret, Narendra Jussien, André Langevin, Louis-Martin Rousseau
An Optimal Constraint Programming Approach to the Open-Shop Problem. ICAPS (2013)
Nizar El Hachemi, Michel Gendreau, Louis-Martin Rousseau
A heuristic to solve the synchronized log-truck scheduling problem. Comput. Oper. Res. 40 (3) (2013)
Arnaud Malapert, Christelle Guéret, Louis-Martin Rousseau
A constraint programming approach for a batch processing problem with non-identical job sizes. Eur. J. Oper. Res. 221 (3) (2012)
Pascal Benchimol, Willem Jan van Hoeve, Jean-Charles Régin, Louis-Martin Rousseau, Michel Rueher
Improved filtering for weighted circuit constraints. Constraints An Int. J. 17 (3) (2012)
Gerardo Berbeglia, Gilles Pesant, Louis-Martin Rousseau
Feasibility of the Pickup and Delivery Problem with Fixed Partial Routes: A Complexity Analysis. Transp. Sci. 46 (3) (2012)
Asvin Goel, Louis-Martin Rousseau
Truck driver scheduling in Canada. J. Sched. 15 (6) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Louis-Martin Rousseau