Simon Thevenin

60
Documents

Publications

Publications

Image document

Constraint learning approaches to improve the approximation of the capacity consumption function in lot-sizing models

David Tremblet , Simon Thevenin , Alexandre Dolgui
European Journal of Operational Research, 2025, 322 (2), pp.679-692. ⟨10.1016/j.ejor.2024.11.039⟩
Article dans une revue hal-04925482 v1
Image document

Distributionally robust optimization for the multi-period multi-item lot-sizing problems under yield uncertainty

Paula Metzker , Simon Thevenin , Yossiri Adulyasak , Alexandre Dolgui
IEEE Transactions on Automation Science and Engineering, In press, ⟨10.1109/TASE.2025.3535945⟩
Article dans une revue hal-05001585 v1
Image document

Robust design and reconfiguration planning of mixed-model assembly lines under uncertain evolutions of product family

Yosra Mezghani , S. Ehsan Hashemi-Petroodi , Simon Thevenin , Alexandre Dolgui
International Journal of Production Research, 2024, 62 (13), pp.4957-4979. ⟨10.1080/00207543.2024.2343391⟩
Article dans une revue hal-04615790 v1

Makespan estimation in a flexible job-shop scheduling environment using machine learning

David Tremblet , Simon Thevenin , Alexandre Dolgui
International Journal of Production Research, 2024, 62 (10), pp.3654-3670. ⟨10.1080/00207543.2023.2245918⟩
Article dans une revue hal-04420067 v1
Image document

Editorial for the special issue: AI and data-driven decisions in manufacturing

Alexandre Dolgui , Hichem Haddou Benderbal , Fabio Sgarbossa , Simon Thevenin
Journal of Intelligent Manufacturing, 2024, 35 (8), pp.3599-3604. ⟨10.1007/s10845-024-02499-9⟩
Article dans une revue hal-04925492 v1
Image document

Use of AI in assembly line design and worker and equipment management: review and future directions

Milad Elyasi , Simon Thevenin , Audrey Cerqueus
Flexible Services and Manufacturing Journal, 2024, ⟨10.1007/s10696-024-09576-4⟩
Article dans une revue hal-04734583 v1

Adaptive robust optimization for lot-sizing under yield uncertainty

Paula Metzker Soares , Simon Thevenin , Yossiri Adulyasak , Alexandre Dolgui
European Journal of Operational Research, 2024, 313 (2), pp.513-526. ⟨10.1016/j.ejor.2023.08.036⟩
Article dans une revue hal-04408182 v1
Image document

Production-sharing of critical resources with dynamic demand under pandemic situation: The COVID-19 pandemic

Behnam Vahdani , Mehrdad Mohammadi , Simon Thevenin , Patrick Meyer , Alexandre Dolgui
Omega, 2023, 120, pp.102909. ⟨10.1016/j.omega.2023.102909⟩
Article dans une revue hal-04232233 v1
Image document

Fair-split distribution of multi-dose vaccines with prioritized age groups and dynamic demand: The case study of COVID-19

Behnam Vahdani , Mehrdad Mohammadi , Simon Thevenin , Michel Gendreau , Alexandre Dolgui et al.
European Journal of Operational Research, 2023, 310 (3), pp.1249-1272. ⟨10.1016/j.ejor.2023.03.032⟩
Article dans une revue hal-04232211 v1
Image document

The ASSISTANT project: AI for high level decisions in manufacturing

G. Castañé , A. Dolgui , N. Kousi , B. Meyers , Simon Thevenin et al.
International Journal of Production Research, 2023, 61 (7), pp.2288-2306. ⟨10.1080/00207543.2022.2069525⟩
Article dans une revue hal-03793828 v1
Image document

A state-of-the-art on production planning in Industry 4.0

Dan Luo , Simon Thevenin , Alexandre Dolgui
International Journal of Production Research, 2023, 61 (19), pp.6602-6632. ⟨10.1080/00207543.2022.2122622⟩
Article dans une revue hal-03793675 v1
Image document

A responsible AI framework: pipeline contextualisation

Eduardo Vyhmeister , Gabriel Castane , P.-O. Östberg , Simon Thevenin
Article dans une revue hal-03793830 v1
Image document

Robust optimization for lot-sizing problems under yield uncertainty

Paula Metzker , Simon Thevenin , Yossiri Adulyasak , Alexandre Dolgui
Computers and Operations Research, 2022, 149, pp.106025. ⟨10.1016/j.cor.2022.106025⟩
Article dans une revue hal-03793673 v1
Image document

Markov decision process for multi-manned mixed-model assembly lines with walking workers

S. Ehsan Hasemi-Petroodi , Simon Thevenin , Sergey Kovalev , Alexandre Dolgui
International Journal of Production Economics, 2022, pp.108661. ⟨10.1016/j.ijpe.2022.108661⟩
Article dans une revue hal-03803756 v1
Image document

Robust Optimization Approaches for Purchase Planning with Supplier Selection under Lead Time Uncertainty

Simon Thevenin , Oussama Ben-Ammar , Nadjib Brahimi
European Journal of Operational Research, In press, ⟨10.1016/j.ejor.2022.03.029⟩
Article dans une revue hal-03614814 v1
Image document

Stochastic Dual Dynamic Programming for Multiechelon Lot Sizing with Component Substitution

Simon Thevenin , Yossiri Adulyasak , Jean-François Cordeau
INFORMS Journal on Computing, 2022, ⟨10.1287/ijoc.2022.1215⟩
Article dans une revue hal-03793682 v1
Image document

A skill- and feature-based approach to planning process monitoring in assembly planning

Clemens Gonnermann , S. Ehsan Hashemi-Petroodi , Simon Thevenin , Alexandre Dolgui , Rüdiger Daub
International Journal of Advanced Manufacturing Technology, 2022, 122 (5-6), pp.2645-2670. ⟨10.1007/s00170-022-09931-5⟩
Article dans une revue hal-03808442 v1
Image document

Model-dependent task assignment in multi-manned mixed-model assembly lines with walking workers

S. Ehsan Hashemi-Petroodi , Simon Thevenin , Sergey Kovalev , Alexandre Dolgui
Omega, 2022, 113, pp.102688. ⟨10.1016/j.omega.2022.102688⟩
Article dans une revue hal-03793680 v1
Image document

Workforce reconfiguration strategies in manufacturing systems: a state of the art

S. Ehsan Hashemi-Petroodi , Alexandre Dolgui , Sergey Kovalev , Mikhail Kovalyov , Simon Thevenin
International Journal of Production Research, 2020, pp.1-24. ⟨10.1080/00207543.2020.1823028⟩
Article dans une revue hal-03052898 v1
Image document

Material Requirements Planning Under Demand Uncertainty Using Stochastic Optimization

Simon Thevenin , Yossiri Adulyasak , Jean‐françois Cordeau
Production and Operations Management, 2020, ⟨10.1111/poms.13277⟩
Article dans une revue hal-03052916 v1

Workforce planning and assignment in mixed-model assembly lines as a factor of line reconfigurability: state of the art

Alexandre Dolgui , S. Ehsan Hashemi-Petroodi , Sergey Kovalev , Mikhail Y. Kovalyov , Simon Thevenin
IFAC-PapersOnLine, 2019, 52 (13), pp.2746-2751. ⟨10.1016/j.ifacol.2019.11.623⟩
Article dans une revue hal-02435975 v1
Image document

A Manufacturing-as-a-Service Scheduling Problem

Cristian Duran-Mateluna , Valeria Borodin , Alexandre Dolgui , Simon Thevenin
ROADEF 2025 : 26ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, École Nationale des Ponts et Chaussées, Feb 2025, Champs Sur Marne, France
Communication dans un congrès hal-04979779 v1
Image document

Design of assembly line under uncertain product family evolution

Yikun Hu , Simon Thevenin , Nadjib Brahimi , Hamidreza Rezaei
ROADEF 2025 : 26ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2025, Champs sur Marne, France
Communication dans un congrès hal-04973991 v1
Image document

An integrated model for sustainable assembly line design: a focus on resource circularity and workforce efficiency

Hamidreza Rezaei , Simon Thevenin , Audrey Cerqueus
ROADEF 2024 : 25ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2024, Amiens, France
Communication dans un congrès hal-04782289 v1

An MILP Model for Budget-Constrained Scheduling of Human-Robot Collaboration in Assembly Line Balancing

Haed Tavakkoli-Moghaddam , Alexandre Dolgui , Simon Thevenin , Öncü Hazir , Maher Agi
CIE51 2024: 51st International Conference on Computers and Industrial Engineering, UNSW, Dec 2024, Sydney (Australia), Australia. 10 p
Communication dans un congrès hal-04925797 v1

Maximizing Total Net Revenue for the Identical Parallel Machines Order Acceptance and Scheduling Problem with Sequence-Dependent Setup Times

E. Hachimi , Mohamedou Cheikh Tourad , M. Medsalem , A. Haouba , Simon Thevenin et al.
I2COMSAPP 2024: International Conference on Artificial Intelligence and its Applications in the Age of Digital Transformation, Apr 2024, Nouakchott, Mauritania. pp.128-135, ⟨10.1007/978-3-031-71426-9_11⟩
Communication dans un congrès hal-04925626 v1
Image document

A Mathematical Model Integrating Line Balancing, Equipment Selection, and Workforce Management

Hamidreza Rezaei , Simon Thevenin , Audrey Cerqueus
CASE 2024: IEEE 20th International Conference on Automation Science and Engineering, Aug 2024, Bari, Italy. pp.1383-1388, ⟨10.1109/CASE59546.2024.10711812⟩
Communication dans un congrès hal-04782720 v1
Image document

Reinforcement Learning methods for preventive maintenance and machine replacement problem with second-hand equipment

Chen Xiong , Guillaume Massonnet , Simon Thevenin
CASE 2024: IEEE 20th International Conference on Automation Science and Engineering, Aug 2024, Bari, Italy. pp.1377-1382, ⟨10.1109/CASE59546.2024.10711460⟩
Communication dans un congrès hal-05001594 v1
Image document

Robust Optimization for Technician and Resource Management in Reconfigurable Assembly Lines

Tourandokht Karimi , Simon Thevenin , Hichem Haddou Benderbal
INCOM 2024: 18th IFAC Symposium on Information Control Problems in Manufacturing, Aug 2024, Viennes, Austria. pp.295-300, ⟨10.1016/j.ifacol.2024.09.197⟩
Communication dans un congrès hal-05002052 v2
Image document

A Large Neighborhood Search Metaheuristic for the Stochastic Mixed Model Assembly Line Balancing Problem with Walking Workers

Joseph Orion Thompson , Nadia Lahrichi , Patrick Meyer , Mehrdad Mohammadi , Simon Thevenin
MIC 2024: 15th International Conference Metaheuristics, Jun 2024, Lorient, France. pp.334-340, ⟨10.1007/978-3-031-62922-8_24⟩
Communication dans un congrès hal-05002046 v1

Integration of Task Scheduling and Robot Mobility in Collaborative Assembly Line Balancing

Haed Tavakkoli-Moghaddam , Alexandre Dolgui , Simon Thevenin , Öncü Hazir , Maher Agi
ROADEF 2024 : 25ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Amiens, Mar 2024, Amiens, France
Communication dans un congrès hal-04926052 v1

Stochastic Optimization Methodology for Production Planning with Uncertain Demand and Lead Time Based on The Digital Twin

Dan Luo , Simon Thevenin , Alexandre Dolgui
SEMIT 2023, Sep 2023, Ankara, Turkey
Communication dans un congrès hal-04418624 v1
Image document

Stochastic approaches for multi-echelon disassembly lot-sizing under random lead times

Ilhem Slama , Oussama Ben-Ammar , Simon Thevenin , Alexandre Dolgui
CIE50 Proceedings, American University of Sharjah, Oct 2023, Sharjah, United Arab Emirates
Communication dans un congrès hal-04292083 v1

Stochastic optimization for multi-echelons multi-items capacitated lot-sizing problem under uncertain demand and capacity disruptions

Dan Luo , Simon Thevenin , Alexandre Dolgui
ODSIE 2023, Nov 2023, Istanbul, Turkey
Communication dans un congrès hal-04418616 v1

Learning capacity consumption in multi-level capacitated lot-sizing problems

David Tremblet , Simon Thevenin , Alexandre Dolgui
International Workshop on Lot-Sizing-IWLS’2023, Aug 2023, Cork (Irlande), Ireland
Communication dans un congrès hal-04420932 v1

Managing Process Time Uncertainty in Mixed-Model Assembly Lines

Milad Elyasi , Simon Thevenin , Audrey Cerqueus , Alexandre Dolgui
2023 POMS international conference, Jul 2023, Paris, France
Communication dans un congrès hal-04420218 v1
Image document

Markov decision process for dynamic task assignment in mixed-model assembly lines under processes time uncertainty with moving workers and portable equipment

Milad Elyasi , Simon Thevenin , Alexandre Dolgui
ROADEF 2023: 24th annual congress of the French Society for Operational Research and Decision Support, Feb 2023, Rennes (Campus de Beaulieu), France
Communication dans un congrès hal-04420175 v1
Image document

Apprentissage de contraintes : résumé et application sur un problème de planification

David Tremblet , Simon Thevenin , A. Dolgui
ROADEF 2023 : 24ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France
Communication dans un congrès hal-04074975 v1
Image document

Apprentissage automatique de contraintes pour des problèmes de planification de production

David Tremblet , Simon Thevenin , Alexandre Dolgui
ROADEF 2022 : 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03596171 v1

Une approche basée sur l'agrégation des scénarios pour résoudre un problème de planification de désassemblage sous incertitude des délais de remise à neuf

Ilhem Slama , Oussama Ben-Ammar , Simon Thevenin , Alexandre Dolgui
ROADEF 2022 : 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03596245 v1
Image document

Predicting makespan in Flexible Job Shop Scheduling Problem using Machine Learning

David Tremblet , Simon Thevenin , Alexandre Dolgui
MIM 2022: 10th IFAC Conference on Manufacturing Modelling, Management and Control, Jun 2022, Nantes, France. pp.1-6, ⟨10.1016/j.ifacol.2022.09.305⟩
Communication dans un congrès hal-03832204 v1

Robust Lot-sizing and Supplier Selection under Lead Time Uncertainty

Simon Thevenin , Oussama Ben-Ammar , Nadjib Brahimi
EURO 2022 - 32nd EURO Conference, Jul 2022, Espoo, Finland
Communication dans un congrès hal-03714582 v1
Image document

A Digital Twin-Driven Methodology for Material Resource Planning Under Uncertainties

Dan Luo , Simon Thevenin , Alexandre Dolgui
IFIP International Conference on Advances in Production Management Systems, Sep 2021, Nantes, France. pp.321-329, ⟨10.1007/978-3-030-85874-2_34⟩
Communication dans un congrès hal-03337298 v1
Image document

The Group Shop Scheduling Problem with power requirements

Damien Lamy , Simon Thevenin
17th International Workshop on Project Management and Scheduling (PMS 2020/2021), Apr 2021, Toulouse, France
Communication dans un congrès emse-03208622 v1
Image document

Optimization for Lot-Sizing Problems Under Uncertainty: A Data-Driven Perspective

Paula Metzker , Simon Thevenin , Yossiri Adulyasak , Alexandre Dolgui
IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.703 - 709, ⟨10.1007/978-3-030-85902-2_75⟩
Communication dans un congrès hal-03337325 v2
Image document

ASSISTANT: Learning and Robust Decision Support System for Agile Manufacturing Environments

Nicolas Beldiceanu , Alexandre Dolgui , Clemens Gonnermann , Gabriel Gonzalez-Castañé , Niki Kousi et al.
INCOM 2021: 17th IFAC Symposium on Information Control Problems in Manufacturing, Jun 2021, Budapest, Hungary. pp.641-646, ⟨10.1016/j.ifacol.2021.08.074⟩
Communication dans un congrès hal-03486945 v2
Image document

The adaptive robust lot-sizing problem with backorders under demand uncertainty

Paula Metzker , Simon Thevenin , Yossiri Adulyasak , Alexandre Dolgui
2021 IEEE International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. ⟨10.1109/CASE49439.2021.9551425⟩
Communication dans un congrès hal-03375198 v1
Image document

Advancing Circular Economy: Research Roadmap for Circular Integrated Production Systems

Magdalena Paul , Simon Thevenin , Julia Schulz , Nadjib Brahimi , Hichem Haddou Benderbal et al.
22nd Working Conference on Virtual Enterprises (PRO-VE 2021), Nov 2021, Saint-Etienne, France. pp.789-796, ⟨10.1007/978-3-030-85969-5_75⟩
Communication dans un congrès emse-03350984 v1
Image document

The Impact of Dynamic Tasks Assignment in Paced Mixed-Model Assembly Line with Moving Workers

S. Ehsan Ehsan Hashemi-Petroodi , Simon Thevenin , Sergey Kovalev , Alexandre Dolgui
APMS 2020: Advances in Production Management Systems. Towards Smart and Digital Manufacturing, Aug 2020, Novi Sad, Serbia. pp.509-517, ⟨10.1007/978-3-030-57997-5_59⟩
Communication dans un congrès hal-02923306 v1
Image document

A Robust Approach for the Joint Lot-Sizing and Supplier Selection

Simon Thevenin , Oussama Ben-Ammar , Nadjib Brahimi
ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France
Communication dans un congrès hal-02505377 v1
Image document

Multi-period Multi-item Lot sizing under Random Yield and Stochastic Capacity

Mehrnoosh Mohammadi , Simon Thevenin , Alexandre Dolgui
13th International Conference on Modeling, Optimization and Simuation - MOSIM'20, Nov 2020, Agadir (en ligne), Morocco
Communication dans un congrès hal-03052909 v1
Image document

Decision Support System for Joint Product Design and Reconfiguration of Production Systems

S. Ehsan Ehsan Hashemi-Petroodi , Clemens Gonnermann , Magdalena Paul , Simon Thevenin , Alexandre Dolgui et al.
IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2019, Austin, TX, United States. pp.231-238, ⟨10.1007/978-3-030-30000-5⟩
Communication dans un congrès hal-02355032 v1
Image document

Heuristics for Robots-Humans Tasks Assignment in a Containers Loading Center

Cyrine Selma , Simon Thevenin , Nasser Mebarki , Olivier Cardin , Dalila Tamzalit et al.
IMS 2019 : 13th IFAC Workshop on Intelligent Manufacturing Systems, Aug 2019, Oshawa, Canada. pp.13-18, ⟨10.1016/j.ifacol.2019.10.011⟩
Communication dans un congrès hal-02355041 v1
Image document

Multi-objective parallel machine scheduling with incompatible jobs

Simon Thevenin , Nicolas Zufferey , Jean-Yves Potvin
ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Communication dans un congrès hal-00946503 v1
Image document

Tabu search for a single machine scheduling problem with rejected jobs, setups and deadlines

Simon Thevenin , Nicolas Zufferey , Marino Widmer
9th International Conference on Modeling, Optimization & SIMulation, Jun 2012, Bordeaux, France
Communication dans un congrès hal-00728646 v1

The configuration of workforce and equipment in assembly lines:

Seyyed Ehsan Hashemi Petroodi , Simon Thevenin , Alexandre Dolgui
Dimitris Mourtzis. Manufacturing from Industry 4.0 to Industry 5.0: Advances and Applications, Elsevier, pp.207 - 230, 2024, 978-0-443-13924-6. ⟨10.1016/B978-0-443-13924-6.00007-7⟩
Chapitre d'ouvrage hal-04626084 v1

Sustainable and Energy Efficient Reconfigurable Manufacturing Systems

Olga Battaïa , Lyes Benyoucef , Xavier Delorme , Alexandre Dolgui , Simon Thevenin
Lyes Benyoucef. Reconfigurable Manufacturing Systems: From Design to Implementation, Springer, Cham, pp.179-191, 2020, Reconfigurable Manufacturing Systems: From Design to Implementation. Springer Series in Advanced Manufacturing, ⟨10.1007/978-3-030-28782-5_9⟩
Chapitre d'ouvrage emse-02277938 v1