Louis-Martin Rousseau
Orcid: 0000-0001-6949-6014Affiliations:
- Polytechnique Montréal, Canada
According to our database1,
Louis-Martin Rousseau
authored at least 139 papers
between 1999 and 2024.
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Bibliography
2024
Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver.
Constraints An Int. J., December, 2024
INFORMS J. Optim., January, 2024
INFORMS J. Comput., 2024
Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning.
CoRR, 2024
An Imitation-Based Learning Approach Using DAgger for the Casual Employee Call Timing Problem.
Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024
Optimal Counterfactual Explanations for k-Nearest Neighbors Using Mathematical Optimization and Constraint Programming.
Proceedings of the Combinatorial Optimization - 8th International Symposium, 2024
Proceedings of the 30th International Conference on Principles and Practice of Constraint Programming, 2024
2023
Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams.
J. Artif. Intell. Res., 2023
A Prediction-Based Approach for Online Dynamic Appointment Scheduling: A Case Study in Radiotherapy Treatment.
INFORMS J. Comput., 2023
CoRR, 2023
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023
Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023
2022
Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning.
INFORMS J. Comput., 2022
Robotic mobile fulfillment systems: a mathematical modelling framework for e-commerce applications.
Int. J. Prod. Res., 2022
Constraints An Int. J., 2022
Peel-And-Bound: Generating Stronger Relaxed Bounds with Multivalued Decision Diagrams.
Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022
2021
J. Oper. Res. Soc., 2021
A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains.
INFORMS J. Appl. Anal., 2021
Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios.
INFORMS J. Comput., 2021
J. Heuristics, 2021
Supervised learning and tree search for real-time storage allocation in Robotic Mobile Fulfillment Systems.
CoRR, 2021
Predicting the probability distribution of bus travel time to move towards reliable planning of public transport services.
CoRR, 2021
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021
Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Vehicle Routing Problems with Synchronized Visits and Stochastic Travel and Service Times: Applications in Healthcare.
Transp. Sci., 2020
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., 2020
Comput. Oper. Res., 2020
Integrated integer programming and decision diagram search tree with an application to the maximum independent set problem.
Constraints An Int. J., 2020
Proceedings of the Combinatorial Optimization - 6th International Symposium, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020
2019
A matheuristic based on Lagrangian relaxation for the multi-activity shift scheduling problem.
Eur. J. Oper. Res., 2019
A set partitioning heuristic for the home health care routing and scheduling problem.
Eur. J. Oper. Res., 2019
Eur. J. Oper. Res., 2019
How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem.
CoRR, 2019
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019
Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
J. Intell. Manuf., 2018
Electron. Notes Discret. Math., 2018
EURO J. Transp. Logist., 2018
Combining Benders decomposition and column generation for multi-activity tour scheduling.
Comput. Oper. Res., 2018
Large neighborhood search with constraint programming for a vehicle routing problem with synchronization constraints.
Comput. Oper. Res., 2018
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
Proceedings of the Principles and Practice of Constraint Programming, 2018
2017
Eur. J. Oper. Res., 2017
A matheuristic based on large neighborhood search for the vehicle routing problem with cross-docking.
Comput. Oper. Res., 2017
Comput. Oper. Res., 2017
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017
2016
INFORMS J. Comput., 2016
A Constraint-Programming-Based Branch-and-Price-and-Cut Approach for Operating Room Planning and Scheduling.
INFORMS J. Comput., 2016
A hybrid metaheuristic for the vehicle routing problem with stochastic demand and duration constraints.
J. Heuristics, 2016
Eur. J. Oper. Res., 2016
An adaptive large neighborhood search for the two-echelon multiple-trip vehicle routing problem with satellite synchronization.
Eur. J. Oper. Res., 2016
Eur. J. Oper. Res., 2016
A priori optimization with recourse for the vehicle routing problem with hard time windows and stochastic service times.
Eur. J. Oper. Res., 2016
Constraints An Int. J., 2016
A hybrid constraint programming approach to a wood procurement problem with bucking decisions.
Constraints An Int. J., 2016
Grammar-Based Integer Programming Models and Methods for Employee Scheduling Problems.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2016
2015
J. Oper. Res. Soc., 2015
J. Oper. Res. Soc., 2015
Ann. Oper. Res., 2015
Effects of different cut-to-length harvesting structures on the economic value of a wood procurement planning problem.
Ann. Oper. Res., 2015
A Comparative Study of MIP and CP Formulations for the B2B Scheduling Optimization Problem.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015
Proceedings of the Principles and Practice of Constraint Programming, 2015
2014
A branch-and-price algorithm for the multi-activity multi-task shift scheduling problem.
J. Sched., 2014
Branch-and-price and constraint programming for solving a real-life technician dispatching problem.
Eur. J. Oper. Res., 2014
EURO J. Comput. Optim., 2014
Paired cooperative reoptimization strategy for the vehicle routing problem with stochastic demands.
Comput. Oper. Res., 2014
An exact algorithm and a metaheuristic for the generalized vehicle routing problem with flexible fleet size.
Comput. Oper. Res., 2014
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014
A Constraint Programming-Based Column Generation Approach for Operating Room Planning and Scheduling.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014
Proceedings of the Principles and Practice of Constraint Programming, 2014
Proceedings of the Principles and Practice of Constraint Programming, 2014
2013
INFORMS J. Comput., 2013
INFOR Inf. Syst. Oper. Res., 2013
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., 2013
Comput. Oper. Res., 2013
Proceedings of the Principles and Practice of Constraint Programming, 2013
2012
Feasibility of the Pickup and Delivery Problem with Fixed Partial Routes: A Complexity Analysis.
Transp. Sci., 2012
INFORMS J. Comput., 2012
A constraint programming approach for a batch processing problem with non-identical job sizes.
Eur. J. Oper. Res., 2012
An Exact Algorithm for the Close Enough Traveling Salesman Problem with Arc Covering Constraints.
Proceedings of the ICORES 2012, 2012
2011
Transp. Sci., 2011
Manag. Sci., 2011
Cost allocation in the establishment of a collaborative transportation agreement - an application in the furniture industry.
J. Oper. Res. Soc., 2011
Constraints An Int. J., 2011
Ann. Oper. Res., 2011
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
2010
A large neighbourhood search approach to the multi-activity shift scheduling problem.
J. Heuristics, 2010
Electron. Notes Discret. Math., 2010
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010
2009
A branch-and-price-based large neighborhood search algorithm for the vehicle routing problem with time windows.
Networks, 2009
Solving an integrated employee timetabling and job-shop scheduling problem via hybrid branch-and-bound.
Comput. Oper. Res., 2009
Constraints An Int. J., 2009
Proceedings of the Models and Algorithms for Optimization in Logistics, 21.06., 2009
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009
2008
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008
2007
Comput. Oper. Res., 2007
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007
2006
A Flexible Model and a Hybrid Exact Method for Integrated Employee Timetabling and Production Scheduling.
Proceedings of the Practice and Theory of Automated Timetabling VI, 2006
Proceedings of the Principles and Practice of Constraint Programming, 2006
2005
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2005
2004
Ann. Oper. Res., 2004
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2004
Dispatching and Conflict-Free Routing of Automated Guided Vehicles: A Hybrid Approach Combining Constraint Programming and Mixed Integer Programming.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2004
2003
Proceedings of the Principles and Practice of Constraint Programming, 2003
2002
Using Constraint-Based Operators to Solve the Vehicle Routing Problem with Time Windows.
J. Heuristics, 2002
2001
Proceedings of the Principles and Practice of Constraint Programming, 2001
1999
Une hybridation de programmation par contraintes et recherche locale pour le problème de tournées de véhicules.
Proceedings of the JFPLC'99, 1999