Louis-Martin Rousseau

Orcid: 0000-0001-6949-6014

Affiliations:
  • Polytechnique Montréal, Canada


According to our database1, Louis-Martin Rousseau authored at least 132 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Dynamic Routing and Wavelength Assignment with Reinforcement Learning.
INFORMS J. Optim., January, 2024

2023
Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams.
J. Artif. Intell. Res., 2023

Learning Lagrangian Multipliers for the Travelling Salesman Problem.
CoRR, 2023

Training a Deep Q-Learning Agent Inside a Generic Constraint Programming Solver.
CoRR, 2023

Repositioning Fleet Vehicles: A Learning Pipeline.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver.
Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

2022
Team Orienteering with Time-Varying Profit.
INFORMS J. Comput., 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

BDD-based optimization for the quadratic stable set problem.
Discret. Optim., 2022

Learning the travelling salesperson problem requires rethinking generalization.
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
Robust Facility Location Under Disruptions.
INFORMS J. Optim., July, 2021

The traveling salesman problem with time windows in postal services.
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

The vehicle routing problem with cross-docking and resource constraints.
J. Heuristics, 2021

A prediction-based approach for online dynamic radiotherapy scheduling.
CoRR, 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

E-commerce warehousing: learning a storage policy.
CoRR, 2021

Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021

SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021

Learning TSP Requires Rethinking Generalization.
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

Learning TSP Requires Rethinking Generalization.
CoRR, 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

New decomposition methods for home care scheduling with predefined visits.
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

Solving a Real-World Multi-attribute VRP Using a Primal-Based Approach.
Proceedings of the Combinatorial Optimization - 6th International Symposium, 2020

Lagrangian Decomposition for Classical Planning (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Primal Heuristics for Wasserstein Barycenters.
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

A column generation approach for location-routing problems with pickup and delivery.
Eur. J. Oper. Res., 2019

How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem.
CoRR, 2019

Lagrangian Decomposition for Optimal Cost Partitioning.
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
Solving a wind turbine maintenance scheduling problem.
J. Sched., 2018

A two-phase approach to solve the synchronized bin-forklift scheduling problem.
J. Intell. Manuf., 2018

A hybrid heuristic for the multi-activity tour scheduling problem.
Electron. Notes Discret. Math., 2018

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

A Local Search Framework for Compiling Relaxed Decision Diagrams.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

Learning Heuristics for the TSP by Policy Gradient.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

A Constraint Programming Approach for Solving Patient Transportation Problems.
Proceedings of the Principles and Practice of Constraint Programming, 2018

2017
The rescheduling arc routing problem.
Int. Trans. Oper. Res., 2017

A two-stage stochastic programming approach for multi-activity tour scheduling.
Eur. J. Oper. Res., 2017

Annual timber procurement planning with bucking decisions.
Eur. J. Oper. Res., 2017

A matheuristic based on large neighborhood search for the vehicle routing problem with cross-docking.
Comput. Oper. Res., 2017

A branch-and-check approach for a wind turbine maintenance scheduling problem.
Comput. Oper. Res., 2017

A First Look at Picking Dual Variables for Maximizing Reduced Cost Fixing.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

2016
Branch-and-Price for Personalized Multiactivity Tour Scheduling.
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

A two-stage solution method for the annual dairy transportation problem.
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

Maintenance scheduling in the electricity industry: A literature review.
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

The salesman and the tree: the importance of search in CP.
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
A column generation algorithm for tactical timber transportation planning.
J. Oper. Res. Soc., 2015

Strategic analysis of the dairy transportation problem.
J. Oper. Res. Soc., 2015

A column generation heuristic for districting the price of a financial product.
J. Oper. Res. Soc., 2015

Flow-based integer linear programs to solve the weekly log-truck scheduling problem.
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

General Bounding Mechanism for Constraint Programs.
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

Solving the close-enough arc routing problem.
Networks, 2014

Branch-and-price and constraint programming for solving a real-life technician dispatching problem.
Eur. J. Oper. Res., 2014

Retail store scheduling for profit.
Eur. J. Oper. Res., 2014

Special issue on: constraint programming approaches to combinatorial optimization.
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

The PrePack Optimization Problem.
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

One Problem, Two Structures, Six Solvers, and Ten Years of Personnel Scheduling.
Proceedings of the Principles and Practice of Constraint Programming, 2014

Scheduling Agents Using Forecast Call Arrivals at Hydro-Québec's Call Centers.
Proceedings of the Principles and Practice of Constraint Programming, 2014

2013
Grammar-Based Column Generation for Personalized Multi-Activity Shift Scheduling.
INFORMS J. Comput., 2013

The Synchronized Dynamic Vehicle Dispatching Problem.
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

A heuristic to solve the synchronized log-truck scheduling problem.
Comput. Oper. Res., 2013

Counting Spanning Trees to Guide Search in Constrained Spanning Tree Problems.
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

Truck driver scheduling in Canada.
J. Sched., 2012

An Optimal Constraint Programming Approach to the Open-Shop Problem.
INFORMS J. Comput., 2012

A constraint programming approach for a batch processing problem with non-identical job sizes.
Eur. J. Oper. Res., 2012

Improved filtering for weighted circuit constraints.
Constraints An Int. J., 2012

An Exact Algorithm for the Close Enough Traveling Salesman Problem with Arc Covering Constraints.
Proceedings of the ICORES 2012, 2012

2011
Checking the Feasibility of Dial-a-Ride Instances Using Constraint Programming.
Transp. Sci., 2011

Grammar-Based Integer Programming Models for Multiactivity Shift Scheduling.
Manag. Sci., 2011

Cost allocation in the establishment of a collaborative transportation agreement - an application in the furniture industry.
J. Oper. Res. Soc., 2011

Formal languages for integer programming modeling of shift scheduling problems.
Constraints An Int. J., 2011

A hybrid constraint programming approach to the log-truck scheduling problem.
Ann. Oper. Res., 2011

On Counting Lattice Points and Chvátal-Gomory Cutting Planes.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011

Retail Store Workforce Scheduling by Expected Operating Income Maximization.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011

2010
European Driver Rules in Vehicle Routing with Time Windows.
Transp. Sci., 2010

A large neighbourhood search approach to the multi-activity shift scheduling problem.
J. Heuristics, 2010

Special issue on recent advances in metaheuristics.
J. Heuristics, 2010

Grammar-Based Integer Programming Models for Multi-Activity Shift Scheduling.
Electron. Notes Discret. Math., 2010

The Weighted Spanning Tree Constraint Revisited.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

Improving the Held and Karp Approach with Constraint Programming.
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

New filtering algorithms for combinations of among constraints.
Constraints An Int. J., 2009

Grammar-Based Integer Programing Models for Multi-Activity Shift Scheduling.
Proceedings of the Models and Algorithms for Optimization in Logistics, 21.06., 2009

The Polytope of Context-Free Grammar Constraints.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

A Hybrid LS/CP Approach to Solve the Weekly Log-Truck Scheduling Problem.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

2008
Solving a Log-Truck Scheduling Problem with Constraint Programming.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008

2007
Interior point stabilization for column generation.
Oper. Res. Lett., 2007

Scheduling and routing of automated guided vehicles: A hybrid approach.
Comput. Oper. Res., 2007

Modeling the Regular Constraint with Integer Programming.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007

2006
Discrepancy-Based Additive Bounding Procedures.
INFORMS J. Comput., 2006

On global warming: Flow-based soft global constraints.
J. Heuristics, 2006

Focused issue of C & OR on constraint programming.
Comput. Oper. Res., 2006

A Cost-Regular Based Hybrid Column Generation Approach.
Constraints An Int. J., 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

Revisiting the Sequence Constraint.
Proceedings of the Principles and Practice of Constraint Programming, 2006

2005
Constraint Programming Based Column Generation for Employee Timetabling.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2005

2004
On Global Warming (Softening Global Constraints)
CoRR, 2004

Solving VRPTWs with Constraint Programming Based Column Generation.
Ann. Oper. Res., 2004

Stabilization Issues for Constraint Programming Based Column Generation.
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
Discrepancy-Based Additive Bounding for the AllDifferent Constraint.
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

A General Approach to the Physician Rostering Problem.
Ann. Oper. Res., 2002

2001
Building Negative Reduced Cost Paths Using Constraint Programming.
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


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