Abderrafiaa KOUKAM Full Professor Phone: +33 (0) 384 583 081 Fax: +33 (0) 384 583 342 Email: FOAF: Koukam_abderrafiaa ArnetminerDBLPRDF/DBLPGoogle ScholarMicrosoft Academic SearchResearch Gate

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Short Bio

Pr. Dr. Abderrafiaa Koukam (Abder Koukam) is a professor at the "Université de Technologie de Belfort-Montbéliard" (UTBM). He obtained his doctorate at the "Université de Nancy 1" and his Research Direction Habilitation at the "Université de Bourgogne". He was Director of the "Laboratoire Systèmes et Transports", Vice President of the Scientific Council of UTBM, Director of Computer Science Departement and the founder of the team Multi-agent Systems and Optimization. His research focuses on multi-agent systems: modeling, simulation, verification. He assumed the coordination of two European projects (TRASCOM 2002-2004, SURE 2003-2005),several national projects (CRISTAL, ANR SafePlatoon,...), and contracts with industry in the following areas: transportation planning, mobile networks, traffic flow simulation in industrial sites, and intelligent vehicle.

Publications

2013

• A Multiagent Model for Pem-Fuel Cell Microscopic Simulation
  Franck GECHTER, David BOUQUAIN, Fei GAO, Abderrafiaa KOUKAM, and Abdellatif MIRAOUI.
  In Proc. of European Control Conference, 2013.

• An Approach for the Integration of Swarm Intelligence in MAS: an Engineering Perspective
  Vincent HILAIRE, Massimo COSSENTINO, Franck GECHTER, Sebastian RODRIGUEZ, and Abderrafiaa KOUKAM.
  In Expert Systems with Applications, vol. 40(4), pp. 1323-1332, 2013.
  DOI: http://dx.doi.org/10.1016/j.eswa.2012.08.058.

• Managing Power Flows in Microgrids Using Multi-Agent Reinforcement Learning
  Fabrice LAURI, Gillian BASSO, Jiawei ZHU, Robin ROCHE, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Agent Technologies for Energy Systems (ATES), 2013.

• Multi-Agent Technology for Power System Control
  Robin ROCHE, Fabrice LAURI, Benjamin BLUNIER, Abdellatif MIRAOUI, and Abderrafiaa KOUKAM.
  Chapter in Power Electronics for Renewable and Distributed Energy Systems, chapter 15, pp. xx-xx, Springer, 2013.
  DOI: 10.1007/978-1-4471-5104-3_15.
  ISBN: 978-1-4471-5103-6.

• Real-Time Collision Avoidance for Pedestrian and Bicyclist Simulation: a Smooth and Predictive Approach
  Jocelyn BUISSON, Stéphane GALLAND, Nicolas GAUD, Mikaël GONÇALVES, and Abderrafiaa KOUKAM.
  In Proc. of 2nd International Workshop on Agent-based Mobility, Traffic and Transportation Models, Methodologies and Applications (ABMTRANS13), Ansar-Ul-Haque YASAR, Luk KNAPEN (eds.), Halifax, Nova Scotia, Canada, Elsevier, 2013.

• Use of Formal Languages to Consolidate a Holonic Mas Methodology: a Specification Approach for Analysing Problem and Agency Domains
  Belhassène MAZIGH, Mohamed GAROUI, and Abderrafiaa KOUKAM.
  In Journal of Simulation, pp. 1-11, Operational Research Society Ltd, 2013.
  DOI: 10.1057.

2012

• A Genetic Programming Based Learning System to Derive Multipole and Local Expansions for the Fast Multipole Method
  Seyed Naser RAZAVI, Nicolas GAUD, Abderrafiaa KOUKAM, and Nasser MOZAYANI.
  In AI Communications, vol. 25(4), pp. 305-319, IOS Press, 2012.
  DOI: 10.3233/AIC-2012-0538.
  ISSN: 0921-7126.

• Agent-Based Simulation of Pedestrian and Vehicles in 3D Virtual Cities
  Jocelyn BUISSON, Stéphane GALLAND, Mikaël GONÇALVES, and Abderrafiaa KOUKAM.
  In Proc. of 2èmes Journées des Jeunes Chercheurs de l'UTBM (IngéDoc 2012), Doceo, UTBM, UTBM Press, 2012.

• An Automatic Learning System to Derive Multipole and Local Expansions for the Fast Multipole Method
  Seyed Naser RAZAVI, Nicolas GAUD, Abderrafiaa KOUKAM, and Nasser MOZAYANI.
  In Proc. of Third International Conference on Swarm Intelligence (ICSI), Advances in Swarm Intelligence, Lecture Notes in Computer Science 7332, Et Al TAN Y. (eds.), pp. 1-10, Shenzhen, China, Springer-Verlag, 2012.
  DOI: 10.1007/978-3-642-31020-1_1.
  ISBN: 978-3-642-31019-5.

• A New Cluster-Based Link State Routing for Mobile Ad Hoc Networks
  Baddredine GUIZANI, Béchir EL AYEB, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Communications and Information Technology (ICCIT-2012), pp. 196 - 201, Hammamet, IEEE, 2012.
  DOI: 10.1109/ICCITechnol.2012.6285790.

• Automatic Dynamics Simplification in Fast Multipole Method: Application to Large Flocking Systems
  Seyed Naser RAZAVI, Nicolas GAUD, Abderrafiaa KOUKAM, and Nasser MOZAYANI.
  In The Journal of Supercomputing, vol. 62(3), pp. 1537-1559, Springer US, 2012.
  DOI: 10.1007/s11227-012-0816-4.
  ISSN: 0920-8542.

• Compositional Verification for Reactive Multi-Agent Systems Applied to Platoon Non Collision Verification
  Madeleine EL ZAHER, Jean-Michel CONTET, Pablo GRUER, Franck GECHTER, and Abderrafiaa KOUKAM.
  In Studia Informatica Universalis, vol. 10(3), 2012.

• Echelon Platoon Organisation: a Distributed Approach Based on 2-Spring Virtual Links
  Madeleine EL ZAHER, Jean-Michel CONTET, Franck GECHTER, and Abderrafiaa KOUKAM.
  In Proc. of The 15th International Conference on Artificial Intelligence: Methodology, Systems, Applications (AIMSA) Lecture Notes in Computer Science (LNCS) 7557, Springer-Verlag Berlin Heidelberg, (to be published), 2012.
  DOI: http://dx.doi.org/10.1007/978-3-642-33185-5_28.

• From the TSP to the Dynamic VRP: an Application of Elastic Net in Population Based Metaheuristic
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  Chapter in Metaheuristics for Dynamic Optimization, chapter From the TSP to the dynamic VRP: an application of elastic net in population based metaheuristic, Springer, 2012.
  ISBN: 978-3-642-30664-8.

• Ontology-Based Multiagent Systems Using Inductive Recommendations - a New Approach to Qualify Buildings Use During the Design Phase
  Florian BEHE, Christophe NICOLLE, Thomas DURIF, Stéphane GALLAND, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In Proc. of International Conference of Design & Decision Support Systems (DDSS), Eindhoven, Netherlands, 2012.

• Ontology-Based Simulation and Qualification of Buildings
  Florian BEHE, Christophe NICOLLE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of 2èmes Journées des Jeunes Chercheurs de l'UTBM (IngéDoc 2012), Doceo, UTBM, UTBM Press, 2012.

• Scrum Conceptualization Using K-Crio Ontology
  Yishuai LIN, Vincent HILAIRE, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In Proc. of Data-Driven Process Discovery and Analysis, First International Symposium, SIMPDA, Karl ABERER, Ernesto DAMIANI, Tharam DILLON (eds.), pp. 1-19, Campione d’Italia, Italy, Springer, Lecture Notes in Business Information Processing series, vol. 116, 2012.
  DOI: 10.1007/978-3-642-34044-4_11.
  ISBN: 978-3-642-34043-7.

• System and Method for Controlling an Electrical Energy Production Installation
  Mounir DAGGAG, Robin ROCHE, Lhassane IDOUMGHAR, Benjamin BLUNIER, Abdellatif MIRAOUI, and Abderrafiaa KOUKAM.
  2012.
  DOI: no. WO/2012/143424, 2012. Patent no. WO/2012/143424, 2012..

• Two Phases Distributed Hyper-Heuristic Approach to the Bus Driver Scheduling Problem
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Shi LI.
  In Proc. of Congrès de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF’12, Angers, 2012.

• Virtual Intelligent Vehicle Urban Simulator: Application to Vehicle Platoon Evaluation
  Franck GECHTER, Jean-Michel CONTET, Olivier LAMOTTE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Simulation Modelling Practice and Theory (SIMPAT), vol. 24, pp. 103-114, 2012.
  DOI: http://dx.doi.org/10.1016/j.simpat.2012.02.001.

2011

• A Conceptualization of Organizations Involved in Product Design: a First Step Towards Reasoning and Knowledge Management
  Yishuai LIN, Vincent HILAIRE, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In International Journal of Digital Information and Wireless Communications, vol. 1(1), pp. 141-153, The Society of Digital Information and Wireless Communications (SDIWC), 2011.
  ISSN: 2225-658X.

• A Reactive Agent Based Vehicle Platoon Algorithm with Integrated Obstacle Avoidance Ability
  Franck GECHTER, Jean-Michel CONTET, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of Fifth IEEE International Conference on Self-Adaptive and Self-Organizing Systems SASO 2011, 2011.
  DOI: http://doi.ieeecomputersociety.org/10.1109/SASO.2011.24.

• Dynamic Vehicle Routing Problem for Medical Emergency Management
  Jean-Charles CREPUT, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Olivier KUHN.
  Chapter in Self Organizing Maps - Applications and Novel Algorithm Design, New Achievements, chapter 13, pp. 233-250, INTECH, 2011.
  ISBN: 978-953-307-546-4.

• Formal Specification of Holonic Multi-Agent Systems: Application to Distributed Maintenance Company
  Belhassène MAZIGH, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Advances on Practical Applications of Agents and Multiagent Systems, pp. 135-140. Springer Berlin Heidelberg, 2011.9th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), Salamanca, Spain, 2011.

• Heterogeneous Formal Specification of a Holonic Mas Methodology Based on Petri Nets and Object-Z
  Belhassène MAZIGH, Mohamed GAROUI, and Abderrafiaa KOUKAM.
  In Proc. of Federated Conference on Computer Science and Information Systems, FedCSIS 2011, Szczecin, Poland, 2011.
  ISBN: 978-83-60810-22-4.

• Hierarchical Cluster-Based Link State Routing Protocol for Large Self-Organizing Networks
  Baddredine GUIZANI, Béchir EL AYEB, and Abderrafiaa KOUKAM.
  In Proc. of 12th IEEE International Conference on High Performance Switching and Routing, HPSR 2011, Cartagena, Spain., IEEE, 2011.

• Holonic Multi-Agent Systems
  Sebastian RODRIGUEZ, Vincent HILAIRE, Nicolas GAUD, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  Chapter in Self-organizing Software: From Natural to Artificial Adaptation, (first edition), Self-Organising Software From Natural to Artificial Adaptation - Natural Computing series, chapter 11, pp. 238-263, Springer, 2011.
  ISBN: 978-3642173479.

• Immune Systems
  Vincent HILAIRE, Abderrafiaa KOUKAM, and Sebastian RODRIGUEZ.
  Chapter in Self-organizing Software: From Natural to Artificial Adaptation, (1 edition), Natural Computing Series series, chapter 10, pp. 216-236, Springer, 2011.
  ISBN: 978-3642173479.

• Modèle d’environnement pour des simulations microscopiques dans des bâtiments en 3d
  Florian BEHE, Christophe NICOLLE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of 1ères Journées des Jeunes Chercheurs de l'UTBM (IngéDoc 2011), UTBM, UTBM Press, 2011.

• Multi-Agent Based Simulations Using Fast Multipole Method: Application to Large Scale Simulations of Flocking Dynamical Systems
  Seyed Naser RAZAVI, Nicolas GAUD, Nasser MOZAYANI, and Abderrafiaa KOUKAM.
  In Artificial Intelligence Review, vol. 35(1), pp. 53-72, 2011.
  DOI: 10.1007/s10462-010-9183-9.
  ISSN: 02692821.

• Parallélisation sur GPU des modèles d'exécution d'un environnement situé 3D et d'agents virtuels. Application à la simulation de foule
  Jocelyn BUISSON, Stéphane GALLAND, Mikaël GONÇALVES, and Abderrafiaa KOUKAM.
  In Proc. of 1ères Journées des Jeunes Chercheurs de l'UTBM (IngéDoc 2011), UTBM, UTBM Press, 2011.

• Qualifying Building Information Models with Multi-Agent System
  Florian BEHE, Christophe NICOLLE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of the 3rd International Workshop on Multi-Agent Systems Technology and Semantics (MASTS 2011), John Jules MEYER, Amal El Fallah SEGHROUCHNI, Adina Magda FLOREA (eds.), pp. 309-314, AI-MAS Laboratory, Department of Computer Science, University Politehnica of Bucharest, ERRIC FP7 project, Delft, The Netherlands, Springer, 2011.
  ISBN: 978-3-642-24012-6.
  ISSN: 1860-949X.

• Reactive Multi-Agent Approach to Local Platoon Control: Stability Analysis and Experimentations.
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In International Journal of Intelligent Systems Technologies And Application., 2011.
  DOI: http://dx.doi.org/10.1504/IJISTA.2011.040348.

• Self-Organizing Maps in Population Based Metaheuristic to the Dynamic Vehicle Routing Problem
  Jean-Charles CREPUT, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Olivier KUHN.
  In Journal of Combinatorial Optimization, Springer, 2011.
  DOI: 10.1007/s10878-011-9400-8.
  ISBN: 1382-6905.

• Semantic Management of Intelligent Multi-Agents Systems in a 3d Environment
  Florian BEHE, Stéphane GALLAND, Christophe NICOLLE, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Knowledge Engineering and Ontology Development (KEOD11), Paris, France, Paper 89, 2011.
  DOI: 10.1007/978-3-642-24013-3_33.

• Towards an Ontological Approach for the Description of Design Processes: the Scrum Example
  Yishuai LIN, Vincent HILAIRE, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In Proc. of First International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA), 2011.

• Towards the Agentification of a Virtual Situated Environment for Urban Crowd Simulation
  Stéphane GALLAND, Jonathan DEMANGE, and Abderrafiaa KOUKAM.
  In Proc. of the Insitution of Engineering and Technology Conference on Smart and Sustainable City 2011 (ICSSC11), Institute Engineering and Technology and Shanghai University, Shanghaï, China, Shanghaï University Press, 2011.
  ISBN: 978-1-84919-326-9.

• Two Phases Parallel Hyperheuristic Approach to the Bus Driver Scheduling Problem
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Shi LI.
  In Proc. of the 5th Multidisciplinary International Scheduling Conference (MISTA 2011), Phoenix, Arizona, 2011.

• Using Motion Levels of Detail in the Fast Multipole Method for Simulation of Large Particle Systems
  Seyed Naser RAZAVI, Nicolas GAUD, Abderrafiaa KOUKAM, and Nasser MOZAYANI.
  In Proc. of the 15th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI), Orlando, Florida, USA, International Institute of Informatics and Cybernetics, 2011.

• K-CRIO: an Ontology for Organizations Involved in Product Design
  Yishuai LIN, Vincent HILAIRE, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In Proc. of Digital Information and Communication Technology and Its Applications, pp. 362-376, Dijon, France, Springer, 2011.
  ISBN: 9783642220265.

2010

• A Glimpse of the ASPECS Process Documented with the FIPA DPDF Template
  Massimo COSSENTINO, Stéphane GALLAND, Nicolas GAUD, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of The Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW 2010), Lyon, France, 2010.

• A Hybrid Heuristic Approach to Solve the Capacitated Vehicle Routing Problem
  Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  In Journal of Artificial Intelligence: Theory and Application, vol. 1/2010, 2010.
  ISSN: 1737-9334.

• A Hyper-Heuristic System for Bus Driver Scheduling Problem
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Shi LI.
  In Proc. of EU/MEeting 2010, University of South-Brittany, France, 2010.

• Analysis and Design of Multi-Level Virtual Environment
  Jonathan DEMANGE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of 4th International Conference on Complex Distributed Systems (CODS10), Chongqing, China, Foresight Academy of Technology, 2010.
  ISBN: 2044-7280.

• Analysis and Design of Multi-Level Virtual Indoor Environment
  Jonathan DEMANGE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Int. Journal Systemics and Informatics World Network, vol. 10, pp. 145-152, 2010.
  ISSN: 2044-7272.

• An Approach Based Upon OWL-S for Method Fragments Documentation and Selection
  Vincent HILAIRE, Nicolas GAUD, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of the special track on Agent-Oriented Software Engineering Methodologies Infrastructures and Processes (AOIMP). 25th ACM Symposium on Applied Computing, Sierre, Switzerland, ACM, 2010.

• An Approach to Compositional Verification of Reactive Multiagent Systems
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of Working Notes of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI), Workshop on Model Checking and Artificial Intelligence, 2010.

• An Organisational Approach to Engineer Emergence Within Holarchies
  Massimo COSSENTINO, Stéphane GALLAND, Nicolas GAUD, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In International Journal of Agent Oriented Software Engineering, vol. 4(3), pp. 304-329, 2010.

• Car-Driving Assistance Using Organization Measurement of Reactive Multi-Agent System
  Franck GECHTER, Jean-Michel CONTET, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Procedia Computer Science CS, vol. 1(1), pp. 317-325, 2010.

• Coalition-Based Metaheuristic: a Self-Adaptive Metaheuristic Using Reinforcement Learning and Mimetism
  David MEIGNAN, Abderrafiaa KOUKAM, and Jean-Charles CREPUT.
  In Journal of Heuristics, vol. 16(6), pp. 859-879, Springer, 2010.
  DOI: 10.1007/s10732-009-9121-7.

• Collaborative Knowledge Evaluation with a Semantic Wiki: Wikidesign
  Davy MONTICOLO, Samuel GOMES, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of 12th International Conference on Enterprise Information Systems ICEIS 2010, Madeira, Portugal, 2010.
  ISBN: 978-989-8425-04-1.

• Formal Specification of an Immune Based Agent Architecture
  Vincent HILAIRE, Fabrice LAURI, Pablo GRUER, Abderrafiaa KOUKAM, and Sebastian RODRIGUEZ.
  In Engineering Applications of Artificial Intelligence, vol. 23(4), pp. 505-513, 2010.
  DOI: 10.1016/j.engappai.2009.12.003.

• Holons for Analysis, Modelling and Simulation of Complex Systems
  Massimo COSSENTINO, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In European Research Consortium for Informatics and Mathematics news, (81), pp. 40-41, 2010.

• Multi-Agent Systems for Grid Energy Management: a Short Review
  Robin ROCHE, Benjamin BLUNIER, Abdellatif MIRAOUI, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society, pp. 3341 - 3346, 2010.
  DOI: 10.1109/IECON.2010.5675295.
  ISBN: 978-1-4244-5225-5.
  ISSN: 1553-572X.

• The Metamodel: a Starting Point for Design Processes Construction
  Valeria SEIDITA, Massimo COSSENTINO, Vincent HILAIRE, Nicolas GAUD, Stéphane GALLAND, Abderrafiaa KOUKAM, and Salvatore GAGLIO.
  In International Journal of Software Engineering and Knowledge Engineering (IJSEKE), vol. 20(4), pp. 575-608, World Scientific Publishing Company, 2010.
  DOI: 10.1142/S0218194010004785.

• Un Framework Organisationnel Et Multi-Agent Pour La Conception De Métaheuristiques
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Revue d'Intelligence Artificielle RSTI-RIA, vol. 24(6), pp. 787-816, 2010.

• ASPECS: an Agent-Oriented Software Process for Engineering Complex Systems - How to Design Agent Societies Under a Holonic Perspective
  Massimo COSSENTINO, Nicolas GAUD, Vincent HILAIRE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Autonomous Agents and Multi-Agent Systems, vol. 2(2), pp. 260-304, Springer, 2010.
  DOI: 10.1007/s10458-009-9099-4.

• METROB: Evaluation and Simulation of Public Transportation System in Small- and Middle-Size Towns
  Stéphane GALLAND, Olivier LAMOTTE, David MEIGNAN, Olivier SIMONIN, and Abderrafiaa KOUKAM.
  In Proc. of the 8ème Colloque "Vers une ville post carbone", Académie des Technologies, UTBM, ADEME, Belfort, France, 2010.

2009

• A Comparison of Knowledge Management Approaches Based on Multi Agent Systems
  Achraf BEN MILED, Davy MONTICOLO, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Fifth International Conference on Signal-Image Technology & Internet-Based Systems, SITIS 2009, Marrakesh, Morocco, 2009.
  ISBN: 978-0-7695-3959-1.

• A Cooperative and Self-Adaptive Metaheuristic for the Facility Location Problem
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of 11th Annual conference on Genetic and Evolutionary Computation (GECCO’09), Montreal, Canada, ACM, 2009.

• Acquire, Analyze and Share Auscultation Sounds: the Asap Project
  Sandra REICHERT, Raymond GASS, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Emmanuel ANDRES.
  In Proc. of CIE’39, 39th International Conference on Computers & Industrial Engineering, Troyes, 2009.

• A Memetic Neural Network for the Euclidean Traveling Salesman Problem
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Neurocomputing, vol. 72, pp. 1250-1264, Elsevier, 2009.

• A Multi-Agent Based Approach for Knowledge Transfer in Product Design Contexts
  Achraf BEN MILED, Vincent HILAIRE, Davy MONTICOLO, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Computers & Industrial Engineering, 2009.

• An Approach for Building Holonic Organizational Models of Design Processes for Knowledge Management
  Achraf BEN MILED, Davy MONTICOLO, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of International Workshop on Organizational Modeling, 2009.

• An Ontological Approach to Managing Project Memories in Organizations
  Davy MONTICOLO, Vincent HILAIRE, Samuel GOMES, and Abderrafiaa KOUKAM.
  Chapter in Semantic Knowledge Management: An Ontology-Based Framework, vol. 2, chapter 9, pp. 244-268, IGI Global, 2009.

• An Optimized Communication for Emergency Health Situations
  Sandra REICHERT, Raymond GASS, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Emmanuel ANDRES.
  In Proc. of International Conference on eHealth, Telemedicine, and Social Medicine, Cancun, 2009.

• An Organizational Platform for Holonic and Multiagent Systems
  Nicolas GAUD, Stéphane GALLAND, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of 6th International Workshop ProMAS 2008, Lecture Notes in Computer Science 5442, Koen V. HINDRIKS, Alexander POKAHR, Sebastian SARDINA (eds.), pp. 104-119, Estoril, Portugal, Springer Berlin Heidelberg, 2009.
  DOI: 10.1007/978-3-642-03278-3_7.
  ISBN: 978-3-642-03277-6.

• Bending Virtual Spring-Damper: a Solution to Improve Local Platoon Control
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of Lecture Notes in Computer Science (LNCS) Vol. 5544, paper from the International Conference on Computational Science 2009 (ICCS 2009), Baton Rouge, Louisiana, U.S.A., Springer Verlag, 2009.

• Environment Model for Multiagent-Based Simulation of 3D Urban Systems
  Stéphane GALLAND, Nicolas GAUD, Jonathan DEMANGE, and Abderrafiaa KOUKAM.
  In Proc. of the 7th European Workshop on Multiagent Systems (EUMAS09), Ayia Napa, Cyprus, Paper 36, 2009.

• Intelligent Energy Management System
  Maurizio CIRRINCIONE, Massimo COSSENTINO, Salvatore GAGLIO, Vincent HILAIRE, Abderrafiaa KOUKAM, Marcello PUCCI, Luca SABATUCCI, and Gianpaolo VITALE.
  In Proc. of Proceedings of the IEEE indin conference, 2009.

• Katras ; Un Système Multi-Agents Pour La Gestion Des Connaissances Lors Des Projets De Conception Mécanique
  Davy MONTICOLO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Samuel GOMES.
  In Proc. of Dix Septièmes Journées Francophones sur les Systèmes Multi-Agents, JFSMA 09, 2009.
  ISBN: 978-2-85428-911-4.

• Location Problems Optimization by a Self-Organizing Multiagent Approach
  Sana MOUJAHED, Olivier SIMONIN, and Abderrafiaa KOUKAM.
  In Multiagent and Grid Systems, vol. 5(1), pp. 59-74, IOS Press, 2009.

• Multi-Agent Environment for Modelling and Solving Dynamic Transport Problems
  Jaroslaw KOZLAK, Jean-Charles CREPUT, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Computing and Informatics, vol. 28(3), pp. 277-298, Slovak Academy of Sciences, 2009.

• Multi-Agent Patrolling Strategy : Application to the Exploration Environment Problem
  Tagne FUTE, E. TONYE, Fabrice LAURI, and Abderrafiaa KOUKAM.
  In International Journal of Automation, Robotics and Autonomous Systems, vol. 9(2), pp. 1-5, 2009.

• Stratégie de patrouille multi-agents : application au problème d’exploration d’un environnement
  E. FUTE-TAGNE, E. TONYE, Fabrice LAURI, and Abderrafiaa KOUKAM.
  In Proc. of IEEE Conference on Sciences of Electronics, Technologies of Information and Telecommunications, 2009.

• The Asap Project: a First Step to an Auscultation'S School Creation
  Sandra REICHERT, Raymond GASS, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, Emmanuel ANDRES, Christian BRANDT, E. NGUYEN, and K. BALDASSARI.
  In Respiratory Medicine CME, vol. 2(1), pp. 7-14, Elsevier, 2009.
  DOI: 10.1016/j.rmedc.2009.01.001.
  ISSN: 1755-0017.

• The Coverage Problem in Wireless Sensor Networks by Holonic Multi-Agent Approach
  Elie FUTE TAGNE, Fabrice LAURI, Abderrafiaa KOUKAM, and Emmanuel TONYE.
  In International Journal of Computing and ICT Research, vol. 3(1), pp. 32-41, 2009.
  ISSN: 1818-1139.

2008

• A Cluster Based Hybrid Architecture for Wireless Sensor Networks
  Ye YAO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Cai WANDONG.
  In Proc. of 2008 International Symposium on Information Science and Engineering, ISISE 2008, pp. 297-302, 2008.

• A Coalition-Based Metaheuristic for the Vehicle Routing Problem
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of IEEE Congress on Evolutionary Computation, Hong Kong, 2008.

• A Hybrid Ant Colony System Approach for the Capacitated Vehicle Routing Problem and the Capacited Vehicle Routing Problem with Time Windows
  Amir HAJJAM EL HASSANI, Lyamine BOUHAFS, and Abderrafiaa KOUKAM.
  Chapter in Vehicle Routing Problem, chapter 4, pp. 57-70, INTECH, 2008.
  ISBN: 978-953-7619-09-1.

• A Multi-Agent System for Building Project Memories to Facilitate Design Process
  Davy MONTICOLO, Vincent HILAIRE, Samuel GOMES, and Abderrafiaa KOUKAM.
  In Integrated Computer-Aided Engineering, vol. 15(1), 2008.

• An Adaptative Agent Architecture for Holonic Multi-Agent Systems
  Vincent HILAIRE, Abderrafiaa KOUKAM, and Sebastian RODRIGUEZ.
  In ACM Transactions on Autonomous and Adaptive Systems, vol. 3(1), pp. 1-24, ACM, 2008.

• An Approach to Support the Knowledge Management Process Inside Professional Activities
  Davy MONTICOLO, Samuel GOMES, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In International Journal of Product Lifecycle Management, vol. 3(2/3), pp. 211-228, 2008.

• An Optimized Communication for Shared Diagnosis and Patient Monitoring
  Sandra REICHERT, Raymond GASS, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Emmanuel ANDRES.
  In Proc. of IEEE E-Medisys’08, Sfax, 2008.

• An Organizational View of Metaheuristics
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of International Workshop on Optimisation in Multi-Agent Systems. International Conference on Autonomous Agents and Multiagent Systems (AAMAS'08), Estoril, Portugal, 2008.

• Application of Reactive Multi-Agent System to Vehicle Collision Avoidance
  Sibo YANG, Franck GECHTER, and Abderrafiaa KOUKAM.
  In Proc. of The 20th IEEE International Conference on Tools with Artificial Intelligence ICTAI, Dayton, Ohio, USA, pp. 197-204, IEEE Computer Society, 2008.

• Approach for Optimized and Dynamic Medical Emergency Management
  Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of the 5th International Conference Service Systems and Service Management - Exploring Service Dynamics with Science and Innovative Technology (ICSSSM'08), 2008.

• A Rio Approach for Modeling Wireless Sensor Network
  Ye YAO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Cai WANDONG.
  In Proc. of International Conference for Young Computer Scientists (ICYCS), pp. 481-486, 2008.
  DOI: 10.1109/ICYCS.2008.83.

• Asap: a Platform to Collect and Validate Auscultation Sounds
  Sandra REICHERT, Raymond GASS, Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, Emmanuel ANDRES, Christian BRANDT, and K. BALDASSARI.
  In Proc. of IEEE E-Medisys’08, Sfax, 2008.

• A Tabu Search and Ant Colony System Approach for the Capacitated Location-Routing Problem
  Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  In Proc. of IEEE SNPD 2008, Phuket, 2008.

• A Two-Step Evolutionary and Aco Approach for Solving the Multi-Agent Patrolling Problem
  Fabrice LAURI, Abderrafiaa KOUKAM.
  In Proc. of IEEE World Congress on Computational Intelligence, pp. 861-868, 2008.

• A Verification by Abstraction Framework for Organizational Multiagent Systems
  Nicolas GAUD, Vincent HILAIRE, Stéphane GALLAND, Abderrafiaa KOUKAM, and Massimo COSSENTINO.
  In Proc. of the Sixth International Workshop AT2AI-6: "From Agent Theory to Agent Implementation", of the Seventh International Conference on Autonomous agents and Multiagent Systems (AAMAS), Bernhard JUNG, Fabien MICHEL, Alessandro RICCI, Paolo PETTA (eds.), pp. 67-73, Estoril, Portugal, 2008.

• A MAS Metamodel-Driven Approach to Process Composition
  Massimo COSSENTINO, Salvatore GAGLIO, Stéphane GALLAND, Nicolas GAUD, Vincent HILAIRE, Abderrafiaa KOUKAM, and Valeria SEIDITA.
  In Proc. of the Ninth International Workshop on Agent-Oriented Software Engineering (AOSE-2008) at The Seventh International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2008), pp. 86-100, Estoril, Portugal, Springer-Verlag, 2008.
  DOI: 10.1007/978-3-642-01338-6.
  ISBN: 978-3-642-01337-9.

• Evaluation of Global System State Thanks to Local Phenomenona
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of Biennial European Conference on Artificial Intelligence (ECAI), Grèce, Patras, june 21-27, 2008.

• Formal Driven Prototyping Approach for Multi-Agent Systems
  Vincent HILAIRE, Pablo GRUER, Abderrafiaa KOUKAM, and Olivier SIMONIN.
  In International Journal of Agent Oriented Software Engineering, vol. 2(2), pp. 246-266, 2008.

• Holonic Multilevel Simulation of Complex Systems: Application to Real-Time Pedestrians Simulation in Virtual Urban Environment
  Nicolas GAUD, Stéphane GALLAND, Franck GECHTER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Simulation Modelling Practice and Theory, vol. 16(10), pp. 1659-1676, 2008.
  DOI: 10.1016/j.simpat.2008.08.015.

• How to Control Emergence of Behaviours in a Holarchy
  Massimo COSSENTINO, Stéphane GALLAND, Nicolas GAUD, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of the Int. Workshop on Self-Adaptation for Robustness and Cooperation in Holonic Multi-Agent Systems (SARC-2008) at the Second International Conference on Self-Adaptive and Self-Organizaing Systems (SASO 2008), Venice, Italy, IEEE Computer Society, 2008.

• Reusing Knowledge by Multi Agent System and Ontology
  Achraf BEN MILED, Vincent HILAIRE, Davy MONTICOLO, and Abderrafiaa KOUKAM.
  In Proc. of 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, SITIS 2008, Bali, Indonesia, 2008.
  ISBN: 978-0-7695-3493-0.

• Self-Organization and Evolution Combined to Address the Vehicle Routing Problem
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Lecture Notes in Computer Science (AE’2007), vol. 4926, pp. 100-111, Springer-Verlag, 2008.

• Self-Organization in Evolution for the Solving of Distributed Terrestrial Transportation Problems
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  Chapter in Soft Computing applications in industry, Studies in Fuzziness and Soft-Computing series, vol. 226, pp. 189-205, Springer-Verlag, 2008.

• Self-Organizing Maps in Evolutionary Approach for the Traveling Salesman Problem and Vehicle Routing Problem with Time Windows
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In Journal of Information and Optimization Sciences, vol. 29(3), pp. 485-512, 2008.

• The Memetic Self-Organizing Map Approach to the Vehicle Routing Problem
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Soft Computing - A Fusion of Foundations, vol. 12(11), pp. 1125-1141, Springer, 2008.

• Towards a Multilevel Simulation Approach Based on Holonic Multiagent Systems
  Stéphane GALLAND, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In Proc. of the 10th International Conference on Computer Modeling and Simulation (EUROSIM-UKSIM 2008), pp. 180-185, IEEE Computer Society, 2008.
  DOI: 10.1109/UKSIM.2008.36.
  ISBN: 978-0-7695-3114-4.

• Une Métaheuristique Hybride Pour Le Problème De Tournées De Véhicule Avec Contraintes De Capacité (cvrp)
  Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  In Proc. of Modélisation, Optimisation et Simulation des Systèmes : Communication, Coopération et Coordination, MOSIM'08, Paris, 2008.

• Un Framework Organisationnel Pour La Conception Et L'Implantation Multi-Agent De Métaheuristiques
  David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2008), Brest, France, 2008.

2007

• A Formal Holonic Framework with Proved Self-Organizing Capabilities
  Sebastian RODRIGUEZ, Vincent HILAIRE, Pablo GRUER, and Abderrafiaa KOUKAM.
  In International Journal of Cooperative Information Systems, vol. 16(1), pp. 7-25, World Scientific Publishing, 2007.

• A Holonic Approach to Model and Deploy Large Scale Simulations
  Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  Chapter in Multi-Agent Based SImulations VII, Lecture Notes in Artificial Intelligence, vol. 4442, pp. 112-127, Springer-Verlag, 2007.
  ISBN: 978-3-540-76536-3.

• A Holonic Metamodel for Agent-Oriented Analysis and Design
  Massimo COSSENTINO, Nicolas GAUD, Stéphane GALLAND, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of LNAI 4659 "Holonic and Multi-Agent Systems for Manufacturing" (HoloMAS'07 International Conference), V. MARIK, V. VYATKIN, A.W. COLOMBO (eds.), pp. 237-246, 2007.

• A Metamodel and Implementation Platform for Holonic Multi-Agent Systems
  Nicolas GAUD, Stéphane GALLAND, Vincent HILAIRE, Abderrafiaa KOUKAM, and Massimo COSSENTINO.
  In Proc. of the Fifth European Workshop on Multi-Agent Systems(EUMAS’07), Hammameth (Tunisia), 2007.

• A Multi Agent Model to Support the Knowledge Management Process Inside Professional Activities
  Davy MONTICOLO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Samuel GOMES.
  In Proc. of 2nd International Conference on Digital Information Management (ICDIM), Lyon, France, 2007.

• An Analysis and Design Concept for Self-Organization in Holonic Multi-Agent Systems
  Sebastian RODRIGUEZ, Nicolas GAUD, Vincent HILAIRE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Engineering Self-Organising Systems, Lecture Notes in Artificial Intelligence 4435, Et Al BRUECKNER S. (eds.), pp. 15-27, Springer-Verlag, 2007.
  ISBN: 978-3-540-69867-8.

• An Approach to Manage Knowledge Based on Multi-Agents System Using a Ontology
  Davy MONTICOLO, Vincent HILAIRE, Samuel GOMES, and Abderrafiaa KOUKAM.
  In Proc. of 19th International Conference on System Research, Informatics & Cybernetics (InterSymp 2007), Symposium on Representation of Context in Software, Baden-Baden, 2007.

• An Artificial Vision Based Environment Perception System
  Sergio NOGUEIRA, Yassine RUICHEK, Franck GECHTER, Abderrafiaa KOUKAM, and François CHARPILLET.
  Chapter in Advances for In-Vehicle and Mobile Systems - Challenges for International Standards, chapter 4, Springer, 2007.
  ISBN: 978-0-387-33503-2.

• An E-Groupware Based on Multi Agents Systems for Knowledge Management
  Davy MONTICOLO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Samuel GOMES.
  In Proc. of 6th IEEE International Conference on Digital Ecosystems and Technologies conference (DEST), Cairns, Australia, 2007.

• Application of Reactive Multiagent System to Linear Vehicle Platoon
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of In 19th IEEE International Conference on Tools with Artificial Intelligence – ICTAI'2007, pp. 67-70, IEEE Computer Society, Volume 2, Grèce, Patras, october 29-31, 2007.

• Dynamic Optimization for Medical Emergencies Management
  Olivier KUHN, Jean-Charles CREPUT, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  In Proc. of the IEEE First International Conference of E-Medical Systems, Fez, Morocco, 2007.

• Formal Specification Approach of Role Dynamics in Agent Organisations: Application to the Satisfaction-Altruism Model
  Vincent HILAIRE, Pablo GRUER, Abderrafiaa KOUKAM, and Olivier SIMONIN.
  In International Journal of Software Engineering and Knowledge Engineering, vol. 17(5), pp. 615-641, World Scientific Publishing, 2007.

• Holonic Multiagent Multilevel Simulation : Application to Real-Time Pedestrians Simulation in Urban Environment
  Nicolas GAUD, Franck GECHTER, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of the 30th International Joint Conference on Artificial Intelligence (IJCAI'07), pp. 1275-1280, Hyderabad India, 2007.

• Interactive Meshing for the Design and Optimization of Bus Transportation Networks
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Journal of Transportation Engineering, ASCE Publications, vol. 133(9), pp. 529-538, 2007.

• Ontodesign; a Domain Ontology for Building and Exploiting Project Memories in Mechanical Design Projects
  Davy MONTICOLO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Samuel GOMES.
  In Proc. of 2nd International Conference in Knowledge Management in Organizations, Lecce, Italy, 2007.

• Optimisation De Plan De Mobilité
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In Proc. of Journée industrielle "Optimisation des ressources dans les entreprises" (CNRS/ROADEF/UTBM), 2007.

• Physics Inspired Multiagent System for Vehicle Platooning
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of International conference on Autonomous Agents and Multiagent Systems (AAMAS), IFAAMAS, pp. 349-351, Honolulu, Hawai USA, 2007.

• Self-Organizing Maps in Evolutionary Approach for the Vehicle Routing Problem with Time Windows
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In International Journal of Computer Science and Network Security, vol. 7(1), pp. 103-110, 2007.

• Self-Organizing Maps in Evolutionary Approach Meant for Dimensioning Routes to the Demand
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Amir HAJJAM EL HASSANI.
  In Proc. of the 21th International Conference on Computer, Electrical, and Systems Science, and Engineering (CESSE 2007), pp. 444-551, Vienna, Austria, WASET publications, 2007.

• Simulation and Evaluation of Urban Bus-Networks Using a Multiagent Approach
  David MEIGNAN, Olivier SIMONIN, and Abderrafiaa KOUKAM.
  In Simulation Modelling Practice and Theory, vol. 15(6), pp. 659-671, 2007.

• Towards a Holonic Multiple Aspect Analysis and Modeling Approach for Complex Systems: Application to the Simulation of Industrial Plants
  Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Simulation Modelling Practice and Theory, vol. 15(5), pp. 521-543, Elsevier, 2007.

• Transport Clustering and Routing as a Visual Meshing Process
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Journal of Information and Optimization Sciences, vol. 28(4), pp. 573-601, 2007.

• ASPECS: an Agent-Oriented Software Process for Engineering Complex Systems
  Massimo COSSENTINO, Nicolas GAUD, Vincent HILAIRE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of the Fifth Agent Oriented Software Engineering Technical Forum (AOSE-TF5), Hammameth (Tunisia), 2007.

2006

• A Combination of Simulated Annealing and Ant Colony System for the Capacited Location-Routing Problem
  Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  Chapter in Knowledge-Based Intelligent Information and Engineering Systems., Lecture Notes in Computer Science series, vol. 4251, pp. 409-416, SPRINGER, 2006.
  ISBN: 978-3-540-46535-5.

• An Analysis and Design Concept for Self-Organization in Holonic Multi-Agent Systems
  Sebastian RODRIGUEZ, Nicolas GAUD, Vincent HILAIRE, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of the International Workshop on Engineering Self-Organizing Applications (ESOA’06), pp. 62-75, Springer-Verlag, 2006.

• An Approach for Building Project Memories to Facilitate Design Process in a Concurrent Engineering Context
  Davy MONTICOLO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Sébastien MEUNIER.
  In Proc. of 13th ISPE International Conference on Concurrent Engineering (ISPE CE 2006),, pp. 279-287, Antibes, France, 2006.
  ISBN: 978-1-58603-651-5.

• An Optimization Model for the Network Traffic and the Net Band-Width Based on the Automatic Treatment of Information
  Amir HAJJAM EL HASSANI, Mahjoub DRIDI, and Abderrafiaa KOUKAM.
  In Proc. of ISIAC 2006, Budapest, 2006.

• A Reactive Agent Based Approach to Facility Location: Application to Transport
  Sana MOUJAHED, Olivier SIMONIN, Abderrafiaa KOUKAM, and Khalid GHEDIRA.
  In Proc. of Autonomous Agents and Multiagent Systems (AAMAS 2006), 4th Workshop on AGENTS IN TRAFFIC AND TRANSPORTATION (ATT'O6), Hokkaido, Japan, 2006.

• A Voting Strategy for High Speed Stereo Matching - Application for Real-Time Obstacle Detection Using Linear Stereo Vision
  Mohamed HARITI, Yassine RUICHEK, and Abderrafiaa KOUKAM.
  Chapter in Computer Vision And Graphics, Computational Imaging and Vision series, vol. 32, pp. 187-196, Kluwer Academic Publishers, 2006.

• Distributed Holonic Multi-Agent System for Resource Discovery in Grids
  Mohamed BAKHOUYA, Jaafar GABER, and Abderrafiaa KOUKAM.
  In Multiagent and Grid Systems, vol. 2(1), IOS Press, 2006.

• Environment Perception for Vehicle Autonomous Navigation in Urban Areas
  Sergio NOGUEIRA, Franck GECHTER, Yassine RUICHEK, Abderrafiaa KOUKAM, and François CHARPILLET.
  Chapter in Digital Signal Processing for In-Vehicle and Mobile Systems II, pp. ,, Springer–Verlag Ed., 2006.

• Local Search Study of Honeycomb Clustering Problem for Cellular Planning
  Jean-Charles CREPUT, Abderrafiaa KOUKAM.
  In Journal of Mobile Network Design and Innovation, vol. 1(2), 2006.

• Multi-Agent Approach to Dynamic Pick-Up and Delivery Problem with Uncertain Knowledge About Future Transport Demands
  Jaroslaw KOZLAK, Jean-Charles CREPUT, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Fundamenta Informaticae, vol. 71(1), pp. 27-36, IOS Publisher, 2006.

• Multiagent Approach for Simulation and Evaluation of Urban Bus Networks
  David MEIGNAN, Olivier SIMONIN, and Abderrafiaa KOUKAM.
  In Proc. of Autonomous Agents and Multiagent Systems (AAMAS 2006), 4th Workshop on AGENTS IN TRAFFIC AND TRANSPORTATION (ATT'O6), Hokkaido, Japan, 2006.

• Multiagent System Model for Vehicle Platooning with Merge and Split Capabilities
  Jean-Michel CONTET, Franck GECHTER, Pablo GRUER, and Abderrafiaa KOUKAM.
  In Proc. of the 3rd International Conference on Autonomous Robots and Agents – ICARA, pp. 41-46, Palmerston North, New Zealand, 2006.

• Self-Organizing Multiagent Approach to Optimization in Positioning Problems
  Sana MOUJAHED, Olivier SIMONIN, Abderrafiaa KOUKAM, and Khalid GHEDIRA.
  In Proc. of 17th European Conference on Artificial Intelligence (ECAI'06), Riva del Garda, Italy, 2006.
  ISBN: 1-58603-642-4.

• The Measurement of Similarity: a Tool for Modeling and Optimization
  Amir HAJJAM EL HASSANI, Mahjoub DRIDI, and Abderrafiaa KOUKAM.
  In Proc. of ISIAC 2006, Budapest, 2006.

• Towards a Multi-Agent Model of the Decisional Subsystem of Distributed Industrial Systems: an Organizational and Formal Approach
  Stéphane GALLAND, Nicolas GAUD, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Service Systems and Service Management (IEEE-SSSM’06), pp. 859-865, Troyes, France, 2006.

2005

• A Modified Ant Colony System Approach for the Vehicle Routing Problem with Time Windows
  Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  In Proc. of Evolutionary and Deterministic Methods for Design, Optimisation and Control with Applications to Industrial and Societal Problems, EUROGEN'05, Munich, 2005.

• A Neural Evolutionary Algorithm for Geometric Median Cycle Problem
  N. HAYARI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
  In Proc. of European Simulation and Modeling Conference, ESM’2005, EUROSIS, Porto, Portugal, October 24-26, 2005.

• Automatic Mesh Generation for Mobile Network Dimensioning Using Evolutionary Approach
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, Thomas LISSAJOUX, and Alexandre CAMINADA.
  In IEEE Transactions on Evolutionary Computation, vol. 9(1), 2005.

• Formal Specification of Holonic Multi-Agent Systems Framework
  Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of 5th International Conference on Computational Science- ICCS 2005, Lecture Notes in Computer Science 3516, Springer-Verlag, 2005.
  ISBN: 978-3-540-26044-8.

• Holonic Modelling of Environments for Situated Multi-Agent Systems
  Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Second International Workshop Environments for Multi-Agent Systems, E4MAS 2005, Utrecht, The Netherlands. Lecture Notes in Computer Science 3830 Springer 2006, 2005.
  ISBN: 3-540-32614-6.

• Modeling Agents with the Csp Formalism: an Approach for Optimization of Distributed Problems
  Sana MOUJAHED, Olivier SIMONIN, Abderrafiaa KOUKAM, and Khalid GHEDIRA.
  In Proc. of International Conference on SIGNAL-IMAGE TECHNOLOGY and INTERNET- BASED SYSTEMS, Yaounde, Cameroon, 2005.

• Multi-Agent Coordination Is Arbitration from a Super-Holon Point of View
  Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of proceedings of Multi-Agents for Complex Systems- European Conference on Complex Systems, 2005.

• Perception Environment for Vehicle Autonomous Navigation
  Sergio NOGUEIRA, Franck GECHTER, Yassine RUICHEK, Abderrafiaa KOUKAM, and François CHARPILLET.
  In Proc. of The Biennial on DSP for In-Vehicle and Mobile Systems, 2005.

• Vers Un Système Hybride Pour L’optimisation Du Trafic Réseau Et De La Bande Passante Internet
  Amir HAJJAM EL HASSANI, Abderrafiaa KOUKAM, and Lyamine BOUHAFS.
  In Proc. of IEEE Sciences Electroniques, Technologies de l’Information et des Télécommunications, IEEE SETIT'05, Sousse, 2005.

2004

• A Formal Approach to Design and Reuse Agent and Multiagent Models
  Vincent HILAIRE, Olivier SIMONIN, Abderrafiaa KOUKAM, and Jacques FERBER.
  In Proc. of Agent-Oriented Software Engineering V, 5th International Workshop, AOSE 2004, New York, NY, USA . Lecture Notes in Computer Science, 3382, 2005., James ODELL, Paolo GIORGINI (eds.), pp. -, Springer-Verlag, 2004.
  ISBN: 978-3-540-24286-4.

• A Hybrid Ant Colony System Approach for the Capacitated Vehicle Routing Problem
  Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
  Chapter in Ant Colony Optimization and Swarm Intelligence, vol. 3172/2004, pp. 414, Springer, 2004.
  ISBN: 978-3-540-22672-7.

• An Evolutionary Approach to Pickup and Delivery Problem with Time Windows
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, Jaroslaw KOZLAK, and Jan LUKASIK.
  In Proc. of Computational Science - ICCS 2004, 4th International Conference, Krakow, Poland.. Lecture Notes in Computer Science, vol. 3038, pp. 1102-1108, Springer-Verlag, 2004.
  ISBN: ISBN 3-540-22114-X.

• Heterogeneous Formal Specification Based on Object-Z and State Charts: Semantics and Verification
  Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Journal of Systems and Software, vol. 70(1-2), pp. 95-105, Elsevier, 2004.

• Multi-Agent Environment for Dynamic Transport Planning and Scheduling
  Jaroslaw KOZLAK, Jean-Charles CREPUT, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of 4th International Conference on Computational Science - ICCS 2004. Lecture Notes in Computer Science vol. 3038, pp. 638-645, Krakow, Poland, Springer-Verlag, 2004.
  ISBN: 3-540-22116-6.

• Visual Perception for Virtual Agents - Environment Model and Perception’s Architecture for Multi-Agent Based Simulation in Virtual Environments: Application to a Pedestrian Simulation
  Nicolas GAUD, Stéphane GALLAND, and Abderrafiaa KOUKAM.
  In Proc. of Virtual Reality for Industrial Applications Workshop (VIA-04), Compiègne, France, 2004.

2003

• A Fast Multilevel Method for Matching Stereo Images
  Mohamed HARITI, Yassine RUICHEK, and Abderrafiaa KOUKAM.
  In Proc. of 3rd IEEE International Symposium on Signal Processing and Information Technology. ISSPIT 2003, 2003.
  ISBN: 0-7803-8292-7.

• A Multiview Approach to Modelling and Analysis of Discrete Event Systems
  Abderrafiaa KOUKAM, Belhassène MAZIGH, Pablo GRUER, and Vincent HILAIRE.
  In Journal Systems Analysis Modelling Simulation, vol. 43(6), 2003.

• An Evolutionary Approach Adapted to the Learning Process
  Amir HAJJAM EL HASSANI, D. BROEGLIN, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Open and On line Learning, ICOOL'03, Mauritius, 2003.
  ISSN: 1694-0202.

• A Voting Stereo Matching Method for Real-Time Obstacle Detection
  Mohamed HARITI, Yassine RUICHEK, and Abderrafiaa KOUKAM.
  In Proc. of IEEE International Conference on Robotics and Automation, ICRA 2003, Taiwan, IEEE, 2003.

• Intelligent Immune-Based System for Autonomous Soccer Robots
  Mohamed BAKHOUYA, Sebastian RODRIGUEZ, Vincent HILAIRE, Abderrafiaa KOUKAM, and Jaafar GABER.
  In Proc. of FIRA Robot World Congress, Vienna, Austria, 2003.

• Towards a Methodological Framework for Holonic Multi-Agent Systems
  Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Engineering Societies in the Agents' World (ESAW), Springer Verlag, 2003.

2002

• A Formal Framework for Multi-Agent Systems Analysis and Design
  Pablo GRUER, Vincent HILAIRE, Abderrafiaa KOUKAM, and K CETNAROWICZ.
  In Expert Systems with Applications, vol. 23(4), pp. 349-355, Elsevier, 2002.

• A Mechanism for Dynamic Role Playing
  Vincent HILAIRE, Abderrafiaa KOUKAM, and Pablo GRUER.
  In Proc. of Agent Technologies, Infrastructures, Tools and Applications for E-Services, Springer Verlag, 2002.

• A Multi-Agent Model for the Estimation of Passenger Waiting Time in Public Transportation Networks
  Abdelhamid BERDAI, Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of 2nd WSEAS Int. Conf. on Simulation, Modeling and Optimization (ICOSMO 2002), Skiathos, GREECE, 2002.
  ISBN: 960-8052-68-8.

• A Multi-Agent System Featuring Virtual Character in Play for Theatre
  Vincent HILAIRE, Abderrafiaa KOUKAM, and Pablo GRUER.
  In Proc. of proceedings of the AgentDay conference, 2002.

• An Evolutionary Approach to Optimize Consultation of Complex Web Server
  Amir HAJJAM EL HASSANI, D. BROEGLIN, and Abderrafiaa KOUKAM.
  In Proc. of 2nd IEEE International Symposium on Signal Processing and Information Technology, ISSPIT'02, Marrakech, 2002.

• Approche Multi-Formalismes Pour La Spécification Des Systèmes Multi-Agents
  Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  Chapter in Organisation et applications des SMA, chapter 1, pp. 1-15, Hermés, 2002.

• Engineering Soccer Robots Behaviours
  Vincent HILAIRE, Pablo GRUER, Abderrafiaa KOUKAM, and Abdellah EL MOUDNI.
  In Proc. of FIRA Robot Congress, 2002.

• Evolutionary Methods for the Antenna Parameter Setting Problem
  Thomas LISSAJOUX, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and Denis RENAUD.
  In Proc. of 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), Workshop on Biologically-Inspired Solutions to Parallel Processing Problems - BIOSP, RFlorida, USA, 2002.
  ISBN: 0-7695-1573-8.

• Grilles Auto-Organisatrices Pour Le Dimensionnement De Parcours De Véhicules Adaptés à La Demande
  Jean-Charles CREPUT, Abderrafiaa KOUKAM, and L. GWIAZDZINSKI.
  In Proc. of Troisième Conférence Internationale en Recherche Opérationnelle, CIRO'02, Théorie et Application, Marrakech, Maroc, 4-6 Juin, 2002.

• Immune-Based Middleware for Large Scale Network
  Mohamed BAKHOUYA, Jaafar GABER, and Abderrafiaa KOUKAM.
  In Proc. of 27th Annual IEEE Conference on Local Computer Networks (LCN 2002), Florida, USA, IEEE, 2002.
  ISBN: 0-7695-1591-6.

• Observations on Client-Server and Mobile Agent Paradigms for Resource Allocation
  Mohamed BAKHOUYA, Jaafar GABER, and Abderrafiaa KOUKAM.
  In Proc. of 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), Florida, USA, IEEE, 2002.
  ISBN: 0-7695-1573-8.

2001

• A Formal Specification of M-Agent Architecture
  K CETNAROWICZ, Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Second International Workshop of Central and Eastern Europe on Multi-Agent Systems, CEEMAS 2001 Cracow, Poland. Lecture Notes in Computer Science Vol 2296,, 2001.
  ISBN: 3-540-43370-8.

• A Methodology Based on Multiples Views for Multi-Agent Systems in Simulation, Application to the Transportation Domain
  Pablo GRUER, Vincent HILAIRE, Abderrafiaa KOUKAM, and Saïd HAYAT.
  In Proc. of 13th European Simulation Symposium, 2001.

• Calc, un outil de tracabilite en conception
  Egon OSTROSI, Olivier GARRO, Abderrafiaa KOUKAM, and Daniel BRISSAUD.
  In REVUE FRANCAISE DE GESTION INDUSTRIELLE, REVUES SCIENTIFIQUES ET TECHNIQUES, 2001.
  ISSN: 0242-9780.

• Multi-Agent Approach to Modeling and Simulation of Urban Transportation Systems
  Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of IEEE Systems, Man, and Cybernetics Conference, Tucson, USA, IEEE Computer Society Press, 2001.
  ISBN: 0-7803-7087-2.

2000

• A Connexionnist Approach to the Hexagonal Mesh Generation
  Jean-Charles CREPUT, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
  In Proc. of 16th IMACS World Congress, Lausanne, Switzerland, 2000.

• A Multi-Agent Approach to Adaptive Mesh Generation
  Vincent HILAIRE, Thomas LISSAJOUX, Abderrafiaa KOUKAM, and Jean-Charles CREPUT.
  In Proc. of Agent-Based Simulation, SCS-Europe, Passau, Germany, May 2-3, 2000.

• Evolutionary Meshing for Mobile Network Dimensioning
  Thomas LISSAJOUX, Abderrafiaa KOUKAM, D. RENAUD, Alexandre CAMINADA, and Jean-Charles CREPUT.
  In Proc. of 2ièmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, AlgoTel'2000, La Rochelle, France, 2000.

• Formal Specification and Prototyping of Multi-Agent Systems
  Vincent HILAIRE, Abderrafiaa KOUKAM, Pablo GRUER, and Jean-Pierre MULLER.
  In Proc. of Engineering Societies in the Agents' World (ESAW), 2000.

• Towards Verification of Multi-Agent Systems
  Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Fourth International Conference on MultiAgent Systems, Boston, USA, IEEE Computer Society Press, 2000.

• Verification of Object-Z Specifications by Using Transition Systems: Application to the Radiomobile Network Design Problem
  Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Fundamental Aspects of Software Engineering, Third Internationsl Conference, FASE 2000. Lecture Notes in Computer Science 1783, Berlin, Germany, Springer Verlag, 2000.

• Vers Une Méthodologie Formelle De Spécification De Systèmes Multi-Agents
  Vincent HILAIRE, Abderrafiaa KOUKAM, Pablo GRUER, and Jean-Pierre MULLER.
  In Proc. of Journées Francophones sur l'Intelligence Artificielle Distribuée et les Systèmes Multi Agents, 2000.

1999

• Acsp, an Intranet Forum Supporting a Concurrent Engineering Design Life Cycle
  Samuel GOMES, Jean-Claude SAGOT, Abderrafiaa KOUKAM, and Nicolas LEROY.
  In Proc. of 6th European Concurrent Engineering Conference 1999 ECEC'99, ERLANGEN-NUREMBERG, GERMANY, 1999.

• Environnement D’aide à La Réutilisation D’algorithmes D’optimisation Et Applications
  Jean-Charles CREPUT, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
  In Proc. of Troisième Séminaire Optimisation du CNET (Centre National d’Etude des Télécommunications), Sophia Antipolis, 28-30 Avril, 1999.

• Manercos, a New Tool Providing Ergonomics in a Concurrent Engineering Design Life Cycle
  Samuel GOMES, Jean-Claude SAGOT, Abderrafiaa KOUKAM, and Nicolas LEROY.
  In Proc. of 4th Annual Scientific Conference on Web Technology, New Media, Communications and Telematics–Theory, Methods, Tools and Applications, EUROMEDIA 99., MUNICH, GERMANY, 1999.

• Mobile Network Dimensioning: an Evolutionary Approach
  Thomas LISSAJOUX, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and D. RENAUD.
  In Proc. of Seventh International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS’99, co-sponsored by ACM, IEEE, 1999.

• Towards an Executable Specification of Multi-Agent Systems
  Vincent HILAIRE, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
  In Proc. of International Conference on Enterprise Information Systems, 1999.

1998

• Agentcharts : an Operational Model for Situated Multi-Agent Systems
  Vincent HILAIRE, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
  In Proc. of nternational Conference on Advanced Computer Systems ACS'98, 1998.

• Combining Planning and Object Paradigms for Human Skeleton Animation
  Abderrafiaa KOUKAM, Hakim FOURAR.
  In Journal Engineering Applications of Artificial Intelligence, vol. 11(4), 1998.

• Ergonomic Design Approach Based on Modelling and Simulation
  Samuel GOMES, Jean-Claude SAGOT, and Abderrafiaa KOUKAM.
  In Proc. of Simulation : past, present and future : 12th European Simulation Multiconference 1998 : ESM'98, Manchester, United Kingdom, 1998.

• Genetic Algorithms as Prototyping Tools for Multi-Agent Systems: an Application to the Antenna Setting Problem
  Thomas LISSAJOUX, Vincent HILAIRE, and Abderrafiaa KOUKAM.
  In Proc. of Intelligent Agents for Telecommunication Applications, IATA 98. Lecture Notes in Computer Science 1437, Springer-Verlag, 1998.

• Knowledge-Based Assistant for the Selection of Edge Detectors
  Djamel ZIOU, Abderrafiaa KOUKAM.
  In Journal Pattern Recognition, vol. 31(5), pp. 587–596, 1998.

• Modeling and Quantitative Analysis of Discrete Event Systems: a Statecharts Based Approach
  Pablo GRUER, Abderrafiaa KOUKAM, and Belhassène MAZIGH.
  In Journal Simulation Practice and Theory. Elsevier., vol. 6(4), 1998.

1997

• Système Automatisé De Mesure De Paramètres De La Performance En Volley-Ball
  P VASLIN, Abderrafiaa KOUKAM, D KELLER, I RUST, and M BRESSANT.
  In Science et motricité, vol. 31, 1997.

1996

• An Integrated Model for Interactive Systems
  Abderrafiaa KOUKAM, Jean-Claude TARBY.
  Chapter in Human Interaction with Complex Systems: Conceptual Principles and Design Practice, pp. 3-11, Kluwer Academic Publishers, 1996.

1995

• Hierarchical and Formal Modeling of Object Behavior
  Pablo GRUER, Abderrafiaa KOUKAM.
  In Proc. of Int. Sym. on Object Oriented Simulation. Las Vegas, 1995.

• The Knowledge Modeling for Human Skeleton Animation: Towards a Simulation Prototype
  Hakim FOURAR, Abderrafiaa KOUKAM, and Pierre DESCHIZEAUX.
  In Proc. of Eurosim Conference, vol. 95, Vienna, pp. 105-110., Austria, 1995.

• The Selection of Edge Detectors Using Local Image Structure
  Djamel ZIOU, Abderrafiaa KOUKAM.
  In Proc. of IEEE Seventh International Conference on Tools with Artificial Intelligence, Washington, USA, 1995.

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