| Abderrafiaa KOUKAM Full Professor Phone: +33 (0) 384 583 081 Fax: +33 (0) 384 583 342 Email: abder.koukam[at]utbm.fr FOAF: Koukam_abderrafiaa
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Short Bio
Pr. Dr. Abderrafiâa 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 is currently Director of the "Laboratoire Systèmes et Transports". His research focuses on multi-agent systems: modeling, simulation, verification. He assumed the coordination of two European projects (TRASCOM 2002-2004, SURE 2003-2005) and one FUI project (CRISTAL), and several contracts with industry in the following areas: transportation planning, mobile networks, traffic flow simulation in industrial sites, and intelligent vehicle.
Publications
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), (To be published), 2012.
2011
- 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.
- 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.
- 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.
- 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, Springer, Paper 89, 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.
- 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.
- 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, in Press, 2011.
- Two Phases Parallel Hyperheuristic Approach to the Bus Driver Scheduling Problem
S. LI, Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
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.
- 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.
- 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.
- 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.
- 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.
- Formal Specification of Holonic Multi-Agent Systems: Application to Distributed Maintenance Company
Belhassène MAZIGH, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of 9th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), 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 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.
- 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.
- 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.
- 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.
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.
- 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, pp. 317-325, 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.
- 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.
- 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.
- 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.
- 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.
- 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, Foresight Academy of Technology, 2010.
ISSN: 2044-7272.
- Analysis and Design of Multi-Level Virtual Indoor 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.
- A Hyper-Heuristic System for Bus Driver Scheduling Problem
S. LI, Amir HAJJAM EL HASSANI, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
In Proc. of EU/MEeting 2010, University of South-Brittany, France, 2010.
- 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.
- 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.
- 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.
- 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.
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.
- A Comparison of Knowledge Management Approaches based on Multi Agent Systems
Achraf BEN MILED, Davy MONTICOLO, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of Knowledge Acquisition Reuse and Evaluation (KARE), 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.
- 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.
- 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.
- A Memetic Neural Network for the Euclidean Traveling Salesman Problem
Jean-Charles CREPUT, Abderrafiaa KOUKAM.
In Neurocomputing, vol. 72, pp. 1250-1264, Elsevier, 2009.
- 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. 1001-1022, Slovak Academy of Sciences, 2009.
- A Cooperative and Self-Adaptive Metaheuristic for the Facility Location Problem
David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
In Proc. of Genetic and Evolutionary Computation Conference (GECCO’09), Montréal, Canada, 2009.
- 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.
- 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.
- 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.
- 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.
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.
- 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.
- 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.
- An Ontological Approach to Manage 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, 2008.
- Reusing Knowledge by Multi Agent System and Ontology
Achraf BEN MILED, Vincent HILAIRE, Davy MONTICOLO, and Abderrafiaa KOUKAM.
In Proc. of Knowledge Acquisition Reuse and Evaluation, 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.
- 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 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Coalition-Based Metaheuristic: a Self-Adaptative Metaheuristic Using Reinforcement Learning and Mimetism
David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
In Proc. of the Workshop on Hyper-heuristics - Automating the Heuristic Design Process (PPSN X), Dortmund, Germany, 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.
- 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.
- 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 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.
- 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.
- An Organizational Platform for Holonic and Multiagent Systems
Nicolas GAUD, Stéphane GALLAND, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of the Sixth International Workshop on Programming Multi-Agent Systems (ProMAS'08), of the Seventh International Conference on Autonomous agents and Multiagent Systems (AAMAS), pp. 111-126, Estoril, Portugal, 2008.
- An Organizational View of Metaheuristics
David MEIGNAN, Jean-Charles CREPUT, and Abderrafiaa KOUKAM.
In Proc. of the First International Workshop on Optimisation in Multi-Agent Systems (AAMAS'08), Estoril, Portugal, 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.
- 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.
- A Hybrid Ant Colony System Approach for the Capacitated Vehicle Routing Problem...
Lyamine BOUHAFS, Amir HAJJAM EL HASSANI, and Abderrafiaa KOUKAM.
Chapter in Vehicle Routing Problem, chapter 4, INTECH, 2008.
ISBN: 978-953-7619-09-1.
- 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.
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.
- 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.
- 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.
- Physics Inspired Multiagent Model 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.
- 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.
- 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 Knowledge Management in Organizations, 2007.
- An E-Groupware based on Multi Agents Systems for Knowledge Management
Davy MONTICOLO, Vincent HILAIRE, Abderrafiaa KOUKAM, and Samuel GOMES.
In Proc. of Digital Ecosystems and Technologies conference (DEST), 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.
- 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.
- 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.
- 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 International Conference on Digital Information Management (ICDIM), 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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 Lecture Notes in Artificial Intelligence, Engineering Self-Organizing Applications, vol. 4335, pp. 15-27, Springer, 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.
- 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.
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.
- 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.
- 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.
- 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. 7(1), pp. 1001-1010, IOS Publisher, 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 Concurrent Engineering, pp. 279-287, 2006.
- A Holonic Approach to Model and Deploy Large Scale Simulations
Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of Multi-Agent Based SImulations (MABS), pp. 112-127, 2006.
- 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.
- 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 Engeneering Systems, vol. 4251/2006, chapter 409, SPRINGER, 2006.
ISBN: 978-3-540-46535-5.
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.
- 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-Agent for Complex Systems, 2005.
- Holonic Modelling of Environments for Situated Multi-Agent Systems
Sebastian RODRIGUEZ, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of Environments for Multi-Agent Systems, Springer Verlag, 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.
- 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.
2004
- 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.
- 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 Lecture Notes in Computer Science, vol. 3038, pp. 638-645, Springer-Verlag, 2004.
- An Evolutionary Approach to Pickup-And Delivery Problem with Time Windows
Jean-Charles CREPUT, Abderrafiaa KOUKAM, Jaroslaw KOZLAK, and J. LUKASIK.
In Proc. of Lecture Notes in Computer Science, vol. 3038, pp. 1102-1108, Springer-Verlag, 2004.
- 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.
2003
- 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.
- 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
- 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.
- 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 System Featuring Virtual Character in Play for Theatre
Vincent HILAIRE, Abderrafiaa KOUKAM, and Pablo GRUER.
In Proc. of proceedings of the AgentDay conference, 2002.
- Engineering Soccer Robots Behaviours
Vincent HILAIRE, Pablo GRUER, Abderrafiaa KOUKAM, and Abdellah EL MOUDNI.
In Proc. of FIRA Robot Congress, 2002.
- 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, 2002.
- 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.
- Evolutionary Methods for the Antenna Parameter Setting Problem
Thomas LISSAJOUX, Jean-Charles CREPUT, Abderrafiaa KOUKAM, and D. RENAUD.
In Proc. of Workshop on Biologically Inspired Solutions to Parallel Processing Problems BIOSP02 (IEEE IPDPS 2002 Workshop), Fort Lauderdale, Florida, April 15-19, 2002.
2001
- 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, IEEE Computer Society Press, 2001.
- 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.
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.
- Verification of Object-Z Specifications by Using Transition Systems
Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of Fundamental Aspects of Software Engineering, Springer Verlag, 2000.
- An Approach to the Verification of Multi-Agent Systems
Pablo GRUER, Vincent HILAIRE, and Abderrafiaa KOUKAM.
In Proc. of International Conference on Multi Agent Systems, IEEE Computer Society Press, 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.
- A Connexionnist Approach to the Hexagonal Mesh Generation
Jean-Charles CREPUT, Thomas LISSAJOUX, and Abderrafiaa KOUKAM.
In Proc. of 16th IMACS World Congress, Lausanne, 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.
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.
- 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.
- 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.
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.
- Knowledge Assistant for the Selection of Edge Detectors
Djamel ZIOU, Abderrafiaa KOUKAM.
In Journal Pattern Recognition, vol. 31(5), 1998.
- Combining Planning and Object Paradigms for Human Skeleton Animation
Abderrafiaa KOUKAM.
In Journal Engineering Applications of Artificial Intelligence, vol. 11(4), 1998.
- Ergonomic Dersign Approach based on Modelling and Simulation
Samuel GOMES, Abderrafiaa KOUKAM, and Jean-Claude SAGOT.
In Proc. of European Simulation Multiconference, UK, 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.


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