Publications of Romain GUILLAUME
Tom Portoleau, Christian Artigues, Romain Guillaume
Robust decision trees for the multi-mode project scheduling problem with a resource investment objective and uncertain activity duration
European Journal of Operational Research, 2024, 312 (2), pp.525-540. ⟨10.1016/j.ejor.2023.07.035⟩
Romain Guillaume, Adam Kasperski, Paweł Zieliński
Distributionally robust possibilistic optimization problems
Fuzzy Sets and Systems, 2023, 454 (Special issue: Decision sciences), pp.56-73. ⟨10.1016/j.fss.2022.05.007⟩
Romain Guillaume, Adam Kasperski, Paweł Zieliński
Robust inventory problem with budgeted cumulative demand uncertainty
Optimization Letters, 2022, 16 (9), pp.2543-2556. ⟨10.1007/s11590-022-01875-9⟩
Damien Lovato, Romain Guillaume, Caroline Thierry, Olga Battaia
Managing disruptions in aircraft assembly lines with staircase criteria
International Journal of Production Research, 2022, pp.1-17. ⟨10.1080/00207543.2021.2011982⟩
Zoé Krug, Romain Guillaume, Olga Battaïa
Design of reverse supply chains under uncertainty: the lexicographic R * criterion for exploring opportunities
International Journal of Production Research, 2021, 59 (11), pp.3221-3236. ⟨10.1080/00207543.2020.1866782⟩
Romain Guillaume, Oussama Ben-Ammar, Caroline Thierry
Mid-term capacity redeployment of Rescue Centers under simultaneous requirements
INFOR: Information Systems and Operational Research , 2021, pp.1-20. ⟨10.1080/03155986.2021.1905418⟩
Zoé Krug, Romain Guillaume, Olga Battaïa
Exploring the opportunities in establishing a closed-loop supply chain under uncertainty
International Journal of Production Research, 2021, 59 (5), pp.1606-1625. ⟨10.1080/00207543.2020.1808259⟩
Romain Guillaume, Didier Dubois
A min-max regret approach to maximum likelihood inference under incomplete data
International Journal of Approximate Reasoning, 2020, 121, pp.135-149. ⟨10.1016/j.ijar.2020.03.003⟩
Hélène Fargier, Romain Guillaume
Sequential decision making under ordinal uncertainty: a qualitative alternative to the Hurwicz criterion
International Journal of Approximate Reasoning, 2020, Part of special issue: SI: Decision Making under uncertainty and imprecision, 116, pp.1-18. ⟨10.1016/j.ijar.2019.10.001⟩
Romain Guillaume, Caroline Thierry, Pawel Zielinski
Robust material requirement planning with cumulative demand under uncertainty
International Journal of Production Research, 2017, 55 (22), pp.6824-6845. ⟨10.1080/00207543.2017.1353157⟩
Florence Dupin de Saint-Cyr, Romain Guillaume
Analyzing a Bipolar Decision Structure through Qualitative Decision Theory
KI – Künstliche Intelligenz, 2017, 31 (1), pp.53-62. ⟨10.1007/s13218-016-0468-2⟩
Romain Guillaume, Guillaume Marquès, Caroline Thierry, Didier Dubois
Decision support with ill-known criteria in the collaborative supply chain context
Engineering Applications of Artificial Intelligence, 2014, vol. 36, pp. 1-11. ⟨10.1016/j.engappai.2014.06.013⟩
Romain Guillaume, Raymond Houé Ngouna, Bernard Grabot
Robust competence assessment for job assignment
European Journal of Operational Research, 2014, pp. 630-644. ⟨10.1016/j.ejor.2014.04.022⟩
Romain Guillaume, Bernard Grabot, Caroline Thierry
Management of the risk of backorders in a MTO-ATO /MTS context under imperfect requirements
In : Applied Mathematical Modelling, Elsevier, Vol. 27 N. 16-17, pp. 8060-8078, 2013.
Abstract URL : http://dx.doi.org/10.1016/j.apm.2013.03.019 – https://oatao.univ-toulouse.fr/12484/
BibTeXRomain Guillaume, P Kobylanski, Pawel Zielinski
A robust lot sizing problem with ill-known demands
In : Fuzzy Sets and Systems, Elsevier, Vol. 206, pp. 39-57, 2012.
Romain Guillaume, Caroline Thierry, Bernard Grabot
Modelling of ill-known requirements and integration in production planning
In : Production Planning and Control, Taylor & Francis Group, Vol. 22 N. 4, pp. 336-352, July 2011.
Sébastien Destercke, Romain Guillaume
Necessary and possibly optimal items in selecting problems
19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2022), Jul 2022, Milan, Italy. pp.494-503, ⟨10.1007/978-3-031-08971-8_41⟩
Romain Guillaume, Jérôme Pailhès, Gruhier Elise, Xavier Laville, Yvan Baudin, Ruding Lou
Intent Detection for Virtual Reality Architectural Design
IFIP International Conference on Product Lifecycle Management PLM International Conference (PLM IC 2022), IFIP, Jul 2022, Grenoble, France
Walid Khellaf, Romain Guillaume, Jacques Lamothe
Compiling capacitated single-item lot-sizing problem in a CostMDD
MIM 2022 – 10th IFAC Conference on Manufacturing Modelling, Management and Control, IFAC, Jun 2022, Nantes, France. pp.2024 – 2029, ⟨10.1016/j.ifacol.2022.10.005⟩
Damien Lovato, Romain Guillaume, Caroline Thierry, Olga Battaïa
Aircraft final assembly line planning with staircase makespan and equity criteria
10th IFAC Conference on manufacturing modelling, management and control (MIM 2022), IMT Atlantique; IFAC: International Federation of Automatic Control, Jun 2022, Nantes, France. à paraître
Damien Lovato, Romain Guillaume, Caroline Thierry, Olga Battaïa
Utilisation d’un modèle de programmation par contraintes pour la replanification des tâches dans une chaine d’assemblage aéronautique
23ème Congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2022), Institut National des Sciences Appliquées – INSA Lyon; Université de Lyon, Feb 2022, Villeurbanne – Lyon, France
Walid Khellaf, Jacques Lamothe, Romain Guillaume
Tool for Nervousness Analysis in a Rolling Planning Environment via Historical Data
IFIP WG 5.7 International Conference on Advances in Production Management Systems (APMS 2021), Sep 2021, Nantes, France. pp.475-483, ⟨10.1007/978-3-030-85874-2_50⟩
Florence Dupin de Saint-Cyr, Romain Guillaume
Qualitative Bipolar Decision Frameworks Viewed as Pessimistic/Optimistic Utilities
30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021), IEEE, Jul 2021, Luxembourg, Luxembourg. pp.1-14, ⟨10.1109/FUZZ45933.2021.9494517⟩
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Distributionally Robust Optimization in Possibilistic Setting
International Conference on Fuzzy Systems (FUZZ-IEEE 2021), IEEE, Jul 2021, Luxembourg, Luxembourg. pp.1-6, ⟨10.1109/FUZZ45933.2021.9494390⟩
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust possibilistic optimization with copula function
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021), Jul 2021, Luxembourg, Luxembourg. ⟨10.1109/FUZZ45933.2021.9494572⟩
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust optimization with scenarios using belief functions
International Conference on Fuzzy Systems (FUZZ-IEEE 2021), Jul 2021, Luxembourg, Luxembourg. ⟨10.1109/FUZZ45933.2021.9494494⟩
Walid Khellaf, Jacques Lamothe, Romain Guillaume
Exploration de données de planification pour la modélisation des incertitudes dues à l’horizon glissant
MOSIM’20 – 13ème Conférence internationale de Modélisation, Optimisation et Simulation, Nov 2020, Agadir (on line ), Maroc. 6 p
Damien Lovato, Romain Guillaume, Caroline Thierry, Olga Battaïa
Etude des critères d’optimisation pour la replanification des chaînes d’assemblage aéronautiques
Internationnal Conference on Modeling, Optimization and Simulation – MOSIM 2020, Nov 2020, Agadir, Maroc. pp.ID104
Oussama Ben-Ammar, Romain Guillaume, Caroline Thierry
Déploiement des véhicules de secours et d’assistance aux victimes en tenant compte de l’optimisme du décideur
13ème Conférence Francophone de Modélisation, Optimisation et Simulation : Nouvelles avancées et défis pour des industries durables et avisées (MOSIM 2020), CNRS – GdR MACS, Nov 2020, Agadir (en ligne), Maroc
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Robust Possibilistic Production Planning Under Budgeted Demand Uncertainty
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2020), IEEE Computational Intelligence Society (CIS), Jul 2020, Glasgow (virtual), United Kingdom. ⟨10.1109/FUZZ48607.2020.9177596⟩
Zoé Krug, Olga Battaïa, Romain Guillaume
Résolution d’un problème de décision sous incertitude avec le lexiR
21ème congrès annuel de la société française de recherche opérationnelle et d’aide à la décision (ROADEF 2020), Equipe MAORE du Laboratoire LIRMM de l’Université de Montpellier (France), Feb 2020, Montpellier, France
Tom Portoleau, Christian Artigues, Romain Guillaume
Arbres de décision robustes pour l’ordonnancement proactif / réactif sous incertitude
21ème Congrès annuel de la Société française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2020), Equipe MAORE du Laboratoire LIRMM de l’Université de Montpellier, France, Feb 2020, Montpellier, France
Tom Portoleau, Christian Artigues, Romain Guillaume
Robust Predictive-Reactive Scheduling : an Information-Based Decision Tree Model
18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020, Lisbon, France. pp.479-492, ⟨10.1007/978-3-030-50153-2_36⟩
Romain Guillaume, Adam Kasperski, Pawel Zielinski
Production planning under demand uncertainty: a budgeted uncertainty approach
Annual scientific conference of Operations Research Societies – OR 2019, German Operations Research Society (GOR), Sep 2019, Dresde, Germany. pp.431-437, ⟨10.1007/978-3-030-48439-2_52⟩
Nicola Berti, Christian Artigues, Olga Battaïa, Romain Guillaume, Daria Battini
Heuristic approaches for scheduling manufacturing tasks while taking into account accumulated human fatigue
9th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2019, Aug 2019, Berlin, Germany. pp.963-968, ⟨10.1016/j.ifacol.2019.11.319⟩
Zoé Krug, Romain Guillaume, Olga Battaïa
Lexicographic R∗ Criterion For Decision Making Under Uncertainty in Reverse Logistics
9th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2019), IFAC, Aug 2019, Berlin, Germany. pp.499-504
Zoé Krug, Claudia Oliver-Cortadellas, Olga Battaïa, Romain Guillaume
A Sustainable Closed-Loop Supply Chain model
30th European Conference on Operational Research, Jun 2019, Dublin, Ireland
Florence Dupin de Saint-Cyr, Romain Guillaume, Umer Mushtaq
Explainable Decisions under Incomplete Knowledge with Supports and Weights
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019), IEEE : Institute of Electrical and Electronics Engineers, Jun 2019, New Orleans, Lousiana, United States. pp.1-14, ⟨10.1109/FUZZ-IEEE.2019.8858932⟩
Zoé Krug, Olga Battaïa, Romain Guillaume
Decision under ignorance: a comparison of existing criteria in a context of linear programming (EDSI 2019)
10th annual European decision sciences conference – EDSI 2019, Jun 2019, Nottingham, United Kingdom
Romain Guillaume, Didier Dubois
A Maximum Likelihood Approach to Inference Under Coarse Data Based on Minimax Regret
International Conference on Soft Methods in Probability and Statistics (SMPS 2018), Sep 2018, Compiègne, France. pp.99-106, ⟨10.1007/978-3-319-97547-4_14⟩
The use of two-stage approach with R_ criterion to solve a multi-period closed loop supply chain design problem (EURO mini-conference on Logistics Analytics 2018)
EURO mini-conference on Logistics Analytics – LA 2018, Belarusian State University; Molde University College -The Specialized University in Logistics (Norway); National Academy of Sciences of Belarus, Jul 2018, Minsk, Belarus
Hélène Fargier, Romain Guillaume
Sequential Decision Making Under Uncertainty: Ordinal Uninorms vs. the Hurwicz Criterion
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2018), Jul 2018, Cadiz, Spain. pp.578-590
Florence Dupin de Saint-Cyr, Romain Guillaume
How Potential BLFs Can Help to Decide under Incomplete Knowledge
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Jun 2018, Cadiz, Spain. pp.86-98, ⟨10.1007/978-3-319-91479-4_8⟩
Zoé Krug, Romain Guillaume, Olga Battaïa
Résolution d’un programme linéaire sous incertitude avec l’Uninorme R_* (ROADEF 2018)
19éme congrès annuel de la société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2018), Société française de recherche opérationnelle et d’aide à la décision; Université Bretagne Sud; Université d’Angers, Feb 2018, Lorient, France
Florence Dupin de Saint-Cyr, Romain Guillaume
Group decision making in a bipolar leveled framework
International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2018), Oct 2017, Nice, France. pp.34-52, ⟨10.1007/978-3-319-69131-2_3⟩
Romain Guillaume, Inès Couso, Didier Dubois
Maximum Likelihood with Coarse Data based on Robust Optimisation
10th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA), Jul 2017, Lugano, Switzerland. pp.169-180
Fabrice Gayraud, Romain Guillaume, Caroline Thierry, Boukhalfa Zahout
Planification robuste de matériel ferroviaire roulant intégrant les temps d’immobilisation en gare
11ème Conférence Internationale de MOdélisation, Optimisation et SIMulation (MOSIM 2016), Université du Québec, Aug 2016, Montreal, Canada. pp.(electronic medium)
Fenemedre Qaeze, Romain Guillaume, Caroline Thierry
Robust optimization for mine planning
11ème Conférence Francophone de Modélisation, Optimisation et Simulation des Systèmes (MOSIM 2016), Aug 2016, Montréal, Canada. pp. 1-10
Oussama Ben-Ammar, Romain Guillaume, Caroline Thierry
MRP parameter evaluation under fuzzy lead times
8th IFAC Conference on Manufacturing Modelling, Management, and Control (MIM 2016), Jun 2016, Troyes, France. pp. 1110-1115
Fabien Amarger, Jean-Pierre Chanet, Romain Guillaume, Ollivier Haemmerlé, Nathalie Jane Hernandez, Catherine Roussey
Détection de consensus entre sources et calcul de confiance fondé sur l’intégrale de Choquet
27es Journées francophones d’Ingénierie des Connaissances (IC 2016), Jun 2016, Montpellier, France
Fenemedre Qaeze, Caroline Thierry, Romain Guillaume
Local and global optimisation in raw material processing
6th International Conference on Industrial Engineering ans Systems Management (IESM 2015), Oct 2015, Séville, Spain. pp. 1-9
Romain Guillaume, Oussama Ben-Ammar, Caroline Thierry
Material Requirement Planning with fuzzy suppliers’ lead times (PRO-VE 2015)
16th IFIP Working Conference on Virtual Enterprises (PRO-VE 2015), IFIP: International Federation for Information Processing, Oct 2015, Albi, France
Fenemedre Qaeze, Romain Guillaume, Caroline Thierry
A Collaborative Planning Model to Coordinate Mining and Smelting Furnace
16th IFIP Working Conference on Virtual Enterprises : Risks and Resilience of Collaborative Networks (PRO-VE 2015), IFIP International Federation for Information Processing, Oct 2015, Albi, France. pp.557-565, ⟨10.1007/978-3-319-24141-8_52⟩
Romain Guillaume, Didier Dubois
Robust parameter estimation of density functions under fuzzy interval observations
9th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA ’15), Jul 2015, Pescara, Italy. pp.147-156
Romain Guillaume, Oussama Ben-Ammar, Caroline Thierry, Claudie Chabriac
Affectation of Emergency Vehicles in Rescue Centers under Random Demand
15th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2015), May 2015, Ottawa, Canada. pp.174-179
Didier Dubois, Hélène Fargier, Romain Guillaume, Caroline Thierry
Deciding under ignorance: in search of meaningful extensions of the Hurwicz criterion to decision trees
7th International Conference on Soft Methods in Probability and Statistics (SMPS 2014), Sep 2014, Varsovie, Poland. pp.3-11, ⟨10.1007/978-3-319-10765-3_1⟩
Florence Dupin de Saint-Cyr, Romain Guillaume
Towards a transparent deliberation protocol inspired from supply chain collaborative planning
15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, Montpellier, France. pp.335-344
Romain Guillaume, Claudie Hassenforder-Chabriac, Caroline Thierry
Dimensionnement d’un SDIS sous incertitude modélisées par la théorie des possibilités
In : Roadef 2013, Troyes, 13/02/13-15/02/13.
Lucile Faure, Guillaume Battaia, Guillaume Marques, Romain Guillaume, Carlos Alberto Vega-Mejía, Jairo Montoya-Torres, Andres Muñoz-Villamizar, Carlos Quintero-Araújo
How to anticipate the level of activity of a sustainable collaborative network: the case of urban freight delivery through logistics platforms (regular paper)
In : IEEE Digital EcoSystems and Technologies (DEST 2013), California, USA, 24/07/13-26/07/13, IEEExplore digital library, pp. 126-131, July 2013.
Romain Guillaume, Caroline Thierry, Pawel Zielinski
Robust Production Plan with Periodic Order Quantity under Uncertain Cumulative Demands (regular paper)
In : IEEE International Conference on Networking, Sensing and Control (ICNSC 2013), Paris, 10/04/13-12/04/13, IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), 2013.
Romain Guillaume, Guillaume Marques, Caroline Thierry, Didier Dubois
SEEKING STABILITY OF SUPPLY CHAIN MANAGEMENT DECISIONS UNDER UNCERTAIN CRITERIA (regular paper)
In : Conférence Internationale de Modélisation, Optimisation et SIMulation (MOSIM 2012), bordeaux, 06/06/12-08/06/12, Kent State UNiversity, (electronic medium), 2012.
Romain Guillaume, Pawel Zielinski
Decision making under scenario uncertainty in a requirement planning (regular paper)
In : International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2012), Catane (Italie), 09/07/12-13/07/12, Vol. 300, Springer, Communications in Computer and Information Science, pp. 104-113, 2012.
Romain Guillaume, P Kobylanski, Pawel Zielinski
Production Planning with Uncertain Demands (regular paper)
In : IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), Taiwan, 27/06/11-30/06/11, Chin teng Lin (Eds.), IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), 2011.
Romain Guillaume, Caroline Thierry, Bernard Grabot
Utilisation de la théorie des possibilités en planification sous incertitude au sein de chaînes logistiques
In : ROADEF, Saint Etienne, 02/03/11-04/03/11.
Romain Guillaume, Caroline Thierry, Bernard Grabot
MRP with imprecise demand and uncertain lead time (regular paper)
In : European Society For Fuzzy Logic And Technology Conference (EUSFLAT 2011), Annecy, 18/07/11-22/07/11, Atlantis Press, (electronic medium), 2011.
Romain Guillaume, Caroline Thierry, Bernard Grabot
A decision support tool for procurement planning process under uncertainty (regular paper)
In : IFAC World Congress, Milano, 28/08/11-02/09/11, Angelo Cenedese, Sandro Sandro Zampieri (Eds.), International Federation of Automatic Control (IFAC), (electronic medium), 2011.
Romain Guillaume, Caroline Thierry, Bernard Grabot
Integration of the Supplier Capacity for Choosing the Less Risky Schedule within an Uncertain Environment (regular paper)
In : IFIP Working Conference on Virtual Enterprises (PRO-VE 2010), Saint-Etienne, 11/10/10-13/10/10, Springer, (electronic medium), 2010.
Romain Guillaume, Caroline Thierry, Bernard Grabot
Integration of ill-known requirements with dependencies into a gross requirement plan (regular paper)
In : ENIM IFAC International Conference of Modeling and Simulation, Hammamet, 10/05/10-12/05/10, IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), May 2010.
Romain Guillaume, Caroline Thierry, Bernard Grabot
Intégration de besoins en composants mal connus dans un plan
In : Congrès International de Génie Industriel (CIGI 2009), Tarbes, 09/06/09-12/06/09, IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), 2009.
Romain Guillaume, Caroline Thierry, Bernard Grabot
Integration of ill-known requirements in production planning
In : International Conference on Computers & Industrial Engineering (CIE 2009), Troyes, 06/07/09-08/07/09, IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), 2009.
Gestion des risques dans les chaînes logistiques : planification sous incertitude par la théorie des possibilités
Master’s Thesis, Université de Toulouse-le-Mirail, September 2011.
Zied Bouraoui, Antoine Cornuéjols, Thierry Denœux, Sébastien Destercke, Didier Dubois, Romain Guillaume, Joao Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Christel Vrain
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)
2019