Laboratoire Génie Industriel - Ecole Centrale Paris - PagesPerso

Olivier Cailloux, PhD student

CPLEX/Optimisation group: http://www.lgi.ecp.fr/pmwiki.php/Intranet/IntranetTh2GroupeCPLEX

PhD : Indirect elicitation of multicriteria sorting models (in French). Fichier PDF (impression double face). Fichier pour impression simple face. See http://www.theses.fr/en/2012ECAP0043.

Olivier Cailloux

olivier[dot]cailloux[at]ecp[dot]fr

After his Masters degree in Computer Science in Université Libre de Bruxelles, Brussels, Belgium, Olivier Cailloux has worked for several years on research projects at ULB before starting a PhD thesis at École Centrale Paris in 2010 under the supervision of Vincent Mousseau. His main interests lie in the Multiple Decision Aiding topic and more particularily the use of preference models to aid a group of decision makers.

Education

2005 – 2006 : 3rd cycle, Diplôme d’Études Approfondies en Sciences Appliquées: Multicriteria Decision Aid, at Université Libre de Bruxelles, Belgium. Thesis : Analyse de donnés et aide multicritère à la décision (Data analysis and multicriteria decision aid).
1998 – 2003 : licence en informatique (equivalent to master) at Université Libre de Bruxelles, Belgium.
- Obtained with La Plus Grande Distinction (90%, equivalent to mention Très Bien in France).
- Granted with the Prix Solvay (industrial price) for the Thesis: « Le courrier électronique recommandé : définition et étude de protocoles ».

Professional experience

Since 2009 : coordinator of the technical aspects of the Decision Deck project.
Since 2008 : scientific collaborator of the 'informatique et d’ingénierie de la décision' service, Université Libre de Bruxelles, Belgium.
2006 – 2010: research ingeneer on contrat (project TANIA), Université Libre de Bruxelles, Belgium.
- Data mining to help anaesthesiologists plan drug dosing during operation.
- Main role: set up of a platform to implement dosing strategies and communicate with medical tools.
2003 – 2006 : contractual researcher, programmer (project EVAL), Université Libre de Bruxelles, Belgium.
- Design and developement of a platform (in Java) implementing methods of multicriteria decision aid.
- Design and development of the Decision Deck project.

Interests

Operational research;
Multicriteria decision aid;
Preference modeling.
Advanced programming in Java. System administration on Windows and especially Linux.
I am most interested in links between Argumentation Theory and MCDA.
Fluent English. Dutch average. Mother tongue: French.

Publications

Articles

A Data Model for Algorithmic Multiple Criteria Decision Analysis. Cailloux, Olivier, Tervonen, Tommi, Verhaegen, Boris and Picalausa, François. Annals of Operations Research, dec 2012. (Submitted.). (BIB)
Eliciting ELECTRE TRI category limits for a group of decision makers. Olivier Cailloux, Patrick Meyer and Vincent Mousseau. European Journal of Operational Research, 223(1):133-140, 2012. (URL) (PDF) (BIB)
An operational tool to build a multicriteria territorial risk scale with multiple experts. Olivier Cailloux, Brice Mayag, Patrick Meyer and Vincent Mousseau. Reliability Engineering & System Safety, 2012. (Submitted.). (PDF) (BIB)

Conferences with proceedings

Constrained Multicriteria Sorting Method Applied to Portfolio Selection. Zheng, Jun, Cailloux, Olivier and Mousseau, Vincent. In Algorithmic Decision Theory, pages 331-343, Rutgers, United States, oct 2011. (URL) (PDF) (BIB)
Real-time prediction of an anesthetic monitor index using machine learning. Caelen, O., Cailloux, O., Ghoundiwal, D., Miranda, A. A., Barvais, L. and Bontempi, G.. In Proceedings of The First International Workshop on Knowledge Discovery in Health Care and Medicine, pages 78 - 89, Athens, Greece, sep 2011. (URL) (PDF) (BIB)
MCDA tools and Risk Analysis: the Decision Deck Project. Mayag, Brice, Cailloux, Olivier and Mousseau, Vincent. In Advances in Safety, Reliability and Risk Management, pages 2324-2330, Troyes, France, sep 2011. (Sept. 18-22, 2011, Troyes, France). (URL) (BIB)
Parameterize a territorial risk evaluation scale using multiple experts knowledge through risk assessment examples. Cailloux, Olivier and Mousseau, Vincent. In Advances in Safety, Reliability and Risk Management, pages 2331-2339, Troyes, France, sep 2011. (URL) (PDF) (BIB)
ELECTRE and PROMETHEE MCDA methods as reusable software components. Olivier Cailloux. In Proceedings of the 25th {Mini-EURO} Conference on Uncertainty and Robustness in Planning and Decision Making {(URPDM} 2010), Coimbra, Portugal, apr 2010. (PDF) (BIB)
A taxonomy of clustering procedures. Olivier Cailloux, Claude Lamboray and Philippe Nemery. In Proceedings of the 66th Meeting of the European Working Group on {MCDA}, Marrakech, Morocco, 2007. (URL) (PDF) (BIB)
Fairness in Certified Electronic Mail. Olivier Cailloux, Nicolás {González-Deleito} and Olivier Markowitch. In Proceedings of the 2006 International Conference on Networks and Communication Systems, pages 298-303, Chiang Mai, Thailand, mar 2006. (URL) (PDF) (BIB)

Other publications

Dealing with numerical imprecision in mathematical programs for Electre Tri models disaggregation. Cailloux, Olivier. Technical report 2012-02, Laboratoire Génie Industriel, École Centrale Paris, mar 2012. (Cahiers de recherche 2012-02). (URL) (PDF) (BIB)
Eliciting Electre Tri category limits for a group of decision makers. Cailloux, Olivier, Meyer, Patrick and Mousseau, Vincent. Technical report 2011-09, Laboratoire Génie Industriel, École Centrale Paris, jun 2011. (Cahiers de recherche 2011-09). (URL) (PDF) (BIB)
ELECTRE and PROMETHEE MCDA methods as reusable software components. Olivier Cailloux. Technical report 2010-01, Laboratoire Génie Industriel, École Centrale Paris, mar 2010. (Cahiers de recherche 2010-01). (URL) (PDF) (BIB)
Analyse de données et aide multicritère à la décision : synergies. Olivier Cailloux. Master's thesis, Université Libre de Bruxelles, jun 2006. (PDF) (BIB)
Le courrier électronique recommandé : définition et étude de protocoles. Olivier Cailloux. Master's thesis, Université Libre de Bruxelles, 2003. (PDF) (BIB)

Presentations

Indirect Elicitation of MCDA Sorting Models using Valued Assignment Examples (short title: Assessing acceptability of sorting fonctions). Cailloux, Cailloux, Dias, Luis, Mayag, Brice and Mousseau, Vincent, oct 2012. (URL) (PDF) (BIB)
Constrained multicriteria sorting method applied to portfolio selection. Jun Zheng, Olivier Cailloux and Vincent Mousseau, mar 2012. (URL) (PDF) (BIB)
Constrained multicriteria sorting method applied to portfolio selection. Jun Zheng, Olivier Cailloux and Vincent Mousseau, feb 2012. (URL) (PDF) (BIB)
New Java material for Decision Deck. Olivier Cailloux, oct 2011. (9th Decision Deck Workshop). (URL) (PDF) (BIB)
Eliciting ELECTRE TRI category limits for a group of decision makers. Vincent Mousseau, Olivier Cailloux and Patrick Meyer, jun 2011. (URL) (PDF) (BIB)
A data model for MCDA. Tommi Tervonen and Olivier Cailloux, jun 2011. (URL) (PDF) (BIB)
A data model for MCDA: adding data integrity constraints to XMCDA. Olivier Cailloux and Tommi Tervonen, apr 2011. (URL) (BIB)
Eliciting ELECTRE TRI category limits for groups: procedures and algorithms. Olivier Cailloux, Vincent Mousseau and Patrick Meyer, oct 2010. (URL) (BIB)
Refinement of XMCDA with data integrity constraints: an example of MAUT, ELECTRE, and SMAA models. Olivier Cailloux and Tommi Tervonen, oct 2010. (URL) (BIB)
A strategy proposal for Decision Deck. Olivier Cailloux, apr 2010. (URL) (BIB)
Components for ELECTRE and PROMETHEE methods - Using and building outranking methods through diviz, web services and Java libraries. Olivier Cailloux, apr 2010. (URL) (BIB)
Focus on the d2 situation. Olivier Cailloux, apr 2010. (URL) (BIB)
The Decision Deck project - Tools you can use to make your life easier. Olivier Cailloux, apr 2010. (URL) (BIB)
Object oriented analysis and decomposition into elementary components via XMCDA. Cédric Walck, Olivier Cailloux and Quantin Hayez, sep 2009. (URL) (BIB)
Perspectives for the D2 platform. Olivier Cailloux, mar 2009. (URL) (BIB)
Decision Deck communication issues: Restructuring the web sites. Olivier Cailloux, mar 2009. (URL) (BIB)