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ORCIDJonathan Gaudreault
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2020 – today
- 2024
[j17]François-Alexandre Tremblay
, Audrey Durand, Michael Morin, Philippe Marier, Jonathan Gaudreault:
Deep reinforcement learning for continuous wood drying production line control. Comput. Ind. 154: 104036 (2024)- [j16]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: 107843 (2024) - 2023
- [j15]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: 103964 (2023) - [j14]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): 2190-2213 (2023) - [j13]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): 6891-6907 (2023) - [c23]Tom Picherit, Louis-Philip Lampron, Michael Morin, Gabriel Caron-Guillemette, Jonathan Gaudreault:
Supervised recommendations of gas metal arc welding parameters. Canadian AI 2023 - [c22]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: 354-365 - [c21]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: 552-566 - 2022
- [j12]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): 2250023:1-2250023:26 (2022) - [c20]Anthony Deschênes, Jonathan Gaudreault, Claude-Guy Quimper:
Dynamic Programming for the Fixed Route Electric Vehicle Charging Problem with NonLinear Energy Management. ITSC 2022: 3956-3962 - [c19]Anthony Deschênes, Jonathan Gaudreault, Claude-Guy Quimper:
Predicting real life electric vehicle fast charging session duration using neural networks. IV 2022: 1327-1332 - 2021
- [j11]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): 377-399 (2021) - [c18]Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El Haouzi:
Neural Network Architectures and Feature Extraction for Lumber Production Prediction. Canadian AI 2021 - 2020
- [c17]Alexandre Mercier-Aubin, Ludwig Dumetz, Jonathan Gaudreault, Claude-Guy Quimper:
The Confidence Constraint: A Step Towards Stochastic CP Solvers. CP 2020: 759-773 - [c16]Alexandre Mercier-Aubin, Jonathan Gaudreault, Claude-Guy Quimper:
Leveraging Constraint Scheduling: A Case Study to the Textile Industry. CPAIOR 2020: 334-346 - [c15]Marc-André Ménard, Claude-Guy Quimper, Jonathan Gaudreault:
Learning Sensitivity of RCPSP by Analyzing the Search Process. IJCAI 2020: 1163-1169 - [c14]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: 1451-1458
2010 – 2019
- 2019
- [j10]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): 314-341 (2019) - 2018
- [j9]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: 41-51 (2018) - [c13]Mathieu Carpentier, Philippe Giguère, Jonathan Gaudreault:
Tree Species Identification from Bark Images Using Convolutional Neural Networks. IROS 2018: 1075-1081 - [c12]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: 1216-1217 - [c11]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: 3217-3228 - [i2]Mathieu Carpentier, Philippe Giguère, Jonathan Gaudreault:
Tree Species Identification from Bark Images Using Convolutional Neural Networks. CoRR abs/1803.00949 (2018) - 2017
- [j8]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): 3631-3643 (2017) - [j7]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): 69-85 (2017) - [c10]Alexis Gauthier, Jonathan Gaudreault, Claude-Guy Quimper:
Dealing with User's Preferences in Mixed-Initiative Systems for Linear Optimization. ICTAI 2017: 717-723 - [c9]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: 433-444 - [i1]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 abs/1710.08135 (2017) - 2016
- [j6]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): 234-261 (2016) - 2015
- [c8]Ilyess Bachiri, Jonathan Gaudreault, Claude-Guy Quimper, Brahim Chaib-draa:
RLBS: An Adaptive Backtracking Strategy Based on Reinforcement Learning for Combinatorial Optimization. ICTAI 2015: 936-942 - [c7]Michael Morin, Frédérik Paradis, Amélie Rolland, Jean Wery, Jonathan Gaudreault, François Laviolette:
Machine learning-based metamodels for sawing simulation. WSC 2015: 2160-2171 - [c6]Jean Wery, Philippe Marier, Jonathan Gaudreault, Corinne Chabot, André Thomas:
Improving a hardwood flooring cutting system through simulation and optimization. WSC 2015: 2172-2182 - 2014
- [c5]Thierry Moisan, Claude-Guy Quimper, Jonathan Gaudreault:
Parallel Depth-Bounded Discrepancy Search. CPAIOR 2014: 377-393 - 2013
- [c4]Thierry Moisan, Jonathan Gaudreault, Claude-Guy Quimper:
Parallel Discrepancy-Based Search. CP 2013: 30-46 - 2012
- [j5]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): 1424-1438 (2012) - [c3]Simon Hamel, Jonathan Gaudreault, Claude-Guy Quimper, Mathieu Bouchard, Philippe Marier:
Human-machine interaction for real-time linear optimization. SMC 2012: 673-680 - [c2]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: 1742-1748 - 2011
- [j4]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): 1238-1250 (2011) - 2010
- [j3]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): 281-297 (2010)
2000 – 2009
- 2009
- [j2]Jonathan Gaudreault, Jean-Marc Frayret, Gilles Pesant:
Distributed search for supply chain coordination. Comput. Ind. 60(6): 441-451 (2009) - [j1]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): 698-708 (2009) - 2007
- [c1]Jonathan Gaudreault, Jean-Marc Frayret, Gilles Pesant:
Discrepancy-Based Method for Hierarchical Distributed Optimization. ICTAI (2) 2007: 75-81
Coauthor Index
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