Jonathan Gaudreault

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 32

Top Topics

Production System

Dynamic Allocation

Top Venues

Int. J. Prod. Res.

INFOR Inf. Syst. Oper. Res.

Publications

François-Alexandre Tremblay, Audrey Durand, Michael Morin, Philippe Marier, Jonathan Gaudreault
Deep reinforcement learning for continuous wood drying production line control. Comput. Ind. 154 (2024)
Jean-Thomas Sexton, Michael Morin, Rémi Georges, Foroogh Abasian, Jonathan Gaudreault
Wood planer control: Predictive and prescriptive approaches via Automatic State Matching Gaussian processes. Eng. Appl. Artif. Intell. 132 (2024)
Anthony Deschênes, Raphaël Boudreault, Vanessa Simard, Jonathan Gaudreault, Claude-Guy Quimper
Dynamic Programming for the Fixed Route Hybrid Electric Aircraft Charging Problem. COCOA (1) (2023)
Marc-André Ménard, Michael Morin, Mohammed Khachan, Jonathan Gaudreault, Claude-Guy Quimper
Learn, Compare, Search: One Sawmill's Search for the Best Cutting Patterns Across and/or Trees. LION (2023)
Maude Beauchemin, Marc-André Ménard, Jonathan Gaudreault, Nadia Lehoux, Stéphane Agnard, Claude-Guy Quimper
Dynamic allocation of human resources: case study in the metal 4.0 manufacturing industry. Int. J. Prod. Res. 61 (20) (2023)
Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El Haouzi, Mohammed Khachan
An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction. Comput. Ind. 151 (2023)
Tom Picherit, Louis-Philip Lampron, Michael Morin, Gabriel Caron-Guillemette, Jonathan Gaudreault
Supervised recommendations of gas metal arc welding parameters. Canadian AI (2023)
Sylvain Chabanet, Hind Bril El Haouzi, Michael Morin, Jonathan Gaudreault, Philippe Thomas
Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges. Int. J. Prod. Res. 61 (7) (2023)
Anthony Deschênes, Jonathan Gaudreault, Claude-Guy Quimper
Predicting real life electric vehicle fast charging session duration using neural networks. IV (2022)
Marc-André Ménard, Claude-Guy Quimper, Jonathan Gaudreault
Responsive Mixed-initiative System for Reoptimization of Mixed-integer Programming. Int. J. Artif. Intell. Tools 31 (1) (2022)
Anthony Deschênes, Jonathan Gaudreault, Claude-Guy Quimper
Dynamic Programming for the Fixed Route Electric Vehicle Charging Problem with NonLinear Energy Management. ITSC (2022)
Ludwig Dumetz, Jonathan Gaudreault, Hind Bril El Haouzi, André Thomas, Nadia Lehoux, Philippe Marier
Tactical-operational coordination of a divergent production system with coproduction: the sawmilling challenge. INFOR Inf. Syst. Oper. Res. 59 (3) (2021)
Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El Haouzi
Neural Network Architectures and Feature Extraction for Lumber Production Prediction. Canadian Conference on AI (2021)
Marc-André Ménard, Claude-Guy Quimper, Jonathan Gaudreault
Learning Sensitivity of RCPSP by Analyzing the Search Process. IJCAI (2020)
Alexandre Mercier-Aubin, Ludwig Dumetz, Jonathan Gaudreault, Claude-Guy Quimper
The Confidence Constraint: A Step Towards Stochastic CP Solvers. CP (2020)
Alexandre Mercier-Aubin, Jonathan Gaudreault, Claude-Guy Quimper
Leveraging Constraint Scheduling: A Case Study to the Textile Industry. CPAIOR (2020)
Anthony Deschênes, Jonathan Gaudreault, Louis-Philippe Vignault, Frédéric Bernard, Claude-Guy Quimper
The Fixed Route Electric Vehicle Charging Problem with nonlinear energy management and variable vehicle speed. SMC (2020)
Maha Ben Ali, Sophie D'Amours, Jonathan Gaudreault, Marc-André Carle
Integrating revenue management and sales and operations planning in a Make-To-Stock environment: softwood lumber case study. INFOR Inf. Syst. Oper. Res. 57 (2) (2019)
Jean Wery, Jonathan Gaudreault, André Thomas, Philippe Marier
Simulation-optimisation based framework for Sales and Operations Planning taking into account new products opportunities in a co-production context. Comput. Ind. 94 (2018)
Mathieu Carpentier, Philippe Giguère, Jonathan Gaudreault
Tree Species Identification from Bark Images Using Convolutional Neural Networks. IROS (2018)
Kim Rioux-Paradis, Jonathan Gaudreault, Chloe Redmond, Kento Otomo-Lauzon, Frédéric Bernard, Anthony Deschênes, Claude-Guy Quimper, Simon Boivin, Pascal Blouin
Learning from Historical Data to predict Electric Vehicle Taxi Consumption and Charging Time. WSC (2018)
Maha Ben Ali, Sophie D'Amours, Jonathan Gaudreault, Marc-André Carle
Simulating an Integrated Revenue Management Approach in a production System with Product Substitution. WSC (2018)
Mathieu Carpentier, Philippe Giguère, Jonathan Gaudreault
Tree Species Identification from Bark Images Using Convolutional Neural Networks. CoRR (2018)
Cyrine Selma, Hind Bril El Haouzi, Philippe Thomas, Jonathan Gaudreault, Michael Morin
An Iterative Closest Point Method for Measuring the Level of Similarity of 3D Log Scans in Wood Industry. SOHOMA (2017)
Ludwig Dumetz, Jonathan Gaudreault, André Thomas, Nadia Lehoux, Philippe Marier, Hind Bril El Haouzi
Evaluating order acceptance policies for divergent production systems with co-production. Int. J. Prod. Res. 55 (13) (2017)
Cyrine Selma, Hind Bril El Haouzi, Philippe Thomas, Jonathan Gaudreault, Michael Morin
An iterative closest point method for measuring the level of similarity of 3d log scans in wood industry. CoRR (2017)
Alexis Gauthier, Jonathan Gaudreault, Claude-Guy Quimper
Dealing with User's Preferences in Mixed-Initiative Systems for Linear Optimization. ICTAI (2017)
Jonathan Gaudreault, Claude-Guy Quimper, Philippe Marier, Mathieu Bouchard, François Chéné, Jean Bouchard
Designing a generic human-machine framework for real-time supply chain planning. J. Comput. Des. Eng. 4 (2) (2017)
Rezvan Rafiei, Mustapha Nourelfath, Jonathan Gaudreault, Luis Antonio de Santa-Eulalia, Mathieu Bouchard
Analysis of uncontrollable supply effects on a co-production demand-driven wood remanufacturing mill with alternative processes. INFOR Inf. Syst. Oper. Res. 54 (3) (2016)
Jean Wery, Philippe Marier, Jonathan Gaudreault, Corinne Chabot, André Thomas
Improving a hardwood flooring cutting system through simulation and optimization. WSC (2015)
Ilyess Bachiri, Jonathan Gaudreault, Claude-Guy Quimper, Brahim Chaib-draa
RLBS: An Adaptive Backtracking Strategy Based on Reinforcement Learning for Combinatorial Optimization. ICTAI (2015)
Michael Morin, Frédérik Paradis, Amélie Rolland, Jean Wery, Jonathan Gaudreault, François Laviolette
Machine learning-based metamodels for sawing simulation. WSC (2015)
Thierry Moisan, Claude-Guy Quimper, Jonathan Gaudreault
Parallel Depth-Bounded Discrepancy Search. CPAIOR (2014)
Thierry Moisan, Jonathan Gaudreault, Claude-Guy Quimper
Parallel Discrepancy-Based Search. CP (2013)
Simon Hamel, Jonathan Gaudreault, Claude-Guy Quimper, Mathieu Bouchard, Philippe Marier
Human-machine interaction for real-time linear optimization. SMC (2012)
Jonathan Gaudreault, Gilles Pesant, Jean-Marc Frayret, Sophie D'Amours
Supply Chain Coordination Using an Adaptive Distributed Search Strategy. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Wassim Jerbi, Jonathan Gaudreault, Sophie D'Amours, Mustapha Nourelfath, Sébastien Lemieux, Philippe Marier, Mathieu Bouchard
Optimization/simulation-based framework for the evaluation of supply chain management policies in the forest product industry. SMC (2012)
Jonathan Gaudreault, Jean-Marc Frayret, Alain Rousseau, Sophie D'Amours
Combined planning and scheduling in a divergent production system with co-production: A case study in the lumber industry. Comput. Oper. Res. 38 (9) (2011)
Pascal Forget, Sophie D'Amours, Jean-Marc Frayret, Jonathan Gaudreault
Coordination mechanism design in supply chains using multi-behaviour agents. Int. J. Electron. Bus. 8 (3) (2010)
Jonathan Gaudreault, Jean-Marc Frayret, Gilles Pesant
Distributed search for supply chain coordination. Comput. Ind. 60 (6) (2009)
Pascal Forget, Sophie D'Amours, Jean-Marc Frayret, Jonathan Gaudreault
Study of the performance of multi-behaviour agents for supply chain planning. Comput. Ind. 60 (9) (2009)
Jonathan Gaudreault, Jean-Marc Frayret, Gilles Pesant
Discrepancy-Based Method for Hierarchical Distributed Optimization. ICTAI (2) (2007)