J. Soyez, G. Morvan, R. Merzouki, and D. Dupont, Agent Based Modeling of Systems of Systems, IEEE Transactions on Systems Man and Cybernetics : Systems 2013
URL : https://hal.archives-ouvertes.fr/hal-01447697

J. Soyez, G. Morvan, R. Merzouki, D. Dupont, and P. Kubiak, Multi-agent Multi-level Modeling -A methodology to Simulate Complex Systems, Proc. of the 23rd European Modeling & Simulation Symposium (EMSS 2011) in Modelling Multiconference (I3M), 2011.
URL : https://hal.archives-ouvertes.fr/hal-00758730

G. Morvan, D. Dupont, J. Soyez, and R. Merzouki, Engineering hierachical complex systems : an agent-based approach -The case of flexible manufacturing systems, Studies in Computational Intelligence, pp.49-60, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00758162

J. Soyez, G. Morvan, D. Dupont, and R. Merzouki, A Methodology to Engineer and Validate Dynamic Multi-level Multi-agent Based Simulations, Multi-Agent-Based Simulation XIII, pp.130-142, 2013.
DOI : 10.1007/978-3-642-38859-0_10

J. Soyez, G. Morvan, R. Merzouki, and D. Dupont, General formalism and algorithms to insure SoS faisability " . MASyCo'2013 : Modélisation Agents pour les Systèmes Complexes durant PFIA'2013 : Plate-forme IA 2013, pp.1-5, 2013.

P. Bibliographie, L. Acheson, C. Pape, N. Dagli, J. Kilicay-ergin et al., Understanding System of Systems Development Using an Agent-Based Wave Model Complex Adaptive Systems, Procedia Computer Science, vol.12, issue.0, pp.21-30, 2012.

]. R. Ackoff, Towards a System of Systems Concepts, Management Science, vol.17, issue.11, pp.661-672, 1971.
DOI : 10.1287/mnsc.17.11.661

O. Charles, H. Adler-et-cihan, and . Dagli, Enabling Systems and the Adaptability of Complex Systems-of-Systems Complex Adaptive Systems, Procedia Computer Science, vol.12, issue.0, pp.31-36, 2012.

]. D. Agusdinata and D. Delaurentis, Specification of system-of-systems for policymaking in the energy sector. The integrated, Assement Journal, vol.8, issue.2, pp.1-24, 2008.

P. Aniorté, E. Cariou, E. Gouardères, M. A. Allison, R. Bartdorf et al., Modélisation de systèmes complexes distribués : l'ingénierie des modèles pour l'intégration des paradigmes The Characteristics and Emerging Behaviors of Systems of Systems System of Systems the meaning of of, Proceedings of the 2 nd Journée Multi-Agent et Composant (JMAC), N??mesN??mes, 21 Mars 2006. [Aristote 2008] Aristote. La Métaphysique. Flammarion Proceeding of the 2006 IEEE/SMC International Conference on SoS Engineering, 1968.

]. K. Boulding-]-j and . Calvez, General Systems Theory???The Skeleton of Science, L. Yilmaz, editeur, SpringSim'13, ADS Symposium -Spring Simulation Multi-Conference, Agent-Directed Simulation Symposium -2013 Society for Modeling & Simulation International ( SCS ), pp.197-212, 1956.
DOI : 10.1287/mnsc.2.3.197

]. P. Bibliographie, D. Cantot, and . Luzeaux, Simulation et modélisation des systèmes : vers la ma??trisema??trise de la complexité, 2009.

]. Chen, S. J. Turner, and W. Cai, Toward Fault-Tolerant HLA-based Distributed Simulations, Simulation, vol.8, pp.493-509, 2011.

]. Contet, F. Getcher, P. Gruer, and A. Koukam, Reactive Multi-agent approach to local platoon control : stability analysis and experimentations. Intelligent Systems Technologies and Applications, 2011.

]. , R. Coyrehourcq, and C. Schmitt, Attention ! uné echelle peut en cacher une autre !, 17th Rochebrune Conference on Echelles et modélisations multiniveaux, 2011.

P. Jason, S. Dauby, and . Upholzer, Exploring Behavioral Dynamics in Systems of Systems Complex adaptive systems, Procedia Computer Science, vol.6, issue.0, pp.34-39, 2011.

D. David, D. Payet, and R. Courdier, Réification de zones urbainesémerurbainesémergentes dans un modèle simulant l'´ evolution de la populationàpopulationà La Réunion, Journées Francophones sur les Systèmes Multi-Agents (JFSMA'11), pp.63-72, 2011.

]. , D. , and R. Hillestad, Families of Model that Cross Levels of Resolution : Issues for Design, Calibration and Management, 25th Winter Simulation Conference (WSC'93), 1993.

]. A. Drogoul, D. Vanbergue, and T. Meurisse, Simulation Orientée Agent : o` u sont les agents ?, Actes des Journées de Rochebrune, Rencontres interdisciplinaires sur les systèmes complexes naturels et artificiels, 2003.

]. A. Drogoul, E. Amouroux, P. Caillou, B. Gaudou, A. Grignard et al., GAMA: A Spatially Explicit, Multi-level, Agent-Based Modeling and Simulation Platform, Advances on Practical Applications of Agents and Multi-Agents Systems, pp.271-274, 2013.
DOI : 10.1007/978-3-642-38073-0_25

URL : https://hal.archives-ouvertes.fr/hal-00834494

]. H. Eisner, J. Marciniak, and R. Mcmillan, Computer-aided system of (C2) engineering, IEEEE Int. Conf. Syst, 1991.

H. El-hmam, D. Abouaissa, A. Jolly, and . Benasser, MACRO-MICRO SIMULATION OF TRAFFIC FLOW, Proceedings of the12th IFAC Symposium on Information Control Problems in Manufacturing (INCOM06), pp.351-356
DOI : 10.3182/20060517-3-FR-2903.00189

]. J. Epstein, Generative social science : Studies in agent-based computational modeling, 2006.
DOI : 10.1515/9781400842872

]. J. Ferber, Les Systèmes Multi-Agents : Vers une Intelligence Collective. InterEditions, 1995.

]. J. Ferber and J. Müller, Influences and Reaction : a Model of Situated Multiagent Systems, 2nd International Conference on Multi-agent systems (ICMAS-96), pp.72-79, 1996.

]. J. Ferber and O. Gutknecht, A meta-model for the analysis and design of organizations in multi-agent systems, Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160), pp.128-135, 1998.
DOI : 10.1109/ICMAS.1998.699041

]. J. Ferber, Multi-Agent Systems : An Introduction to Distributed Artificial Intelligence, 1999.

]. J. Ferber, O. Gutknecht, and F. Michel, From Agents to Organizations: An Organizational View of Multi-agent Systems, Agent-Oriented Software Engineering (AOSE), pp.214-230, 2004.
DOI : 10.1007/978-3-540-24620-6_15

URL : https://hal.archives-ouvertes.fr/lirmm-00269681

]. P. Fichwick, Computer simulation, IEEE Potentials, vol.15, issue.1, pp.13-23, 1997.
DOI : 10.1109/45.481372

]. Flanigan and P. Brouse, System of Systems Requirements Capacity Allocation, Conference on Systems Engineering Research, pp.112-117, 2012.
DOI : 10.1016/j.procs.2012.01.022

I. H. Krzysztof-fleszar, . Osman, S. Khalil, and . Hindi, A variable neighbourhood search algorithm for the open vehicle routing problem, European Journal of Operational Research, vol.195, issue.3, pp.803-809, 2009.
DOI : 10.1016/j.ejor.2007.06.064

N. A. Gaud, Systèmes multi-agent holoniques : De l'analysè a l'implantation . Méta-modèle, méthodologie, et simulation multi-niveaux, 2007.

]. N. Gaud, S. Galland, F. Gechter, V. Hilaire, and A. Koukam, Holonic Multilevel Simulation of Complex Systems : Application to Real-Time Pedestrians Simulation in Virtual Urban Environment. Simulation Modelling Practice and Theory, pp.1659-1676, 2008.

]. M. Gerst, P. Wang, A. Roventini, G. Fagiolo, G. Dosi et al., Agent-based modeling of climate policy: An introduction to the ENGAGE multi-level model framework, Environmental Modelling & Software, vol.44, pp.1-14, 2012.
DOI : 10.1016/j.envsoft.2012.09.002

]. T. Gezgin, C. Etzien, S. Henkler, and A. Rettberg, Towards a Rigorous Modeling Formalism for Systems of Systems, 2012 IEEE 15th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, pp.204-211, 2012.
DOI : 10.1109/ISORCW.2012.42

]. J. Gil-quijano, G. Hutzler, and T. Louail, De la cellule biologiquè a la cellule urbaine : retour sur trois expériences de modélisation multi-´ echellesàechelles`echellesà base d'agents, Actes des 17èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA'09), 2009.

]. A. Bibliographie, B. Gorod, J. Sauser, and . Boardman, System-of-Systems Engineering Management : A Review of Modern History and a Path Forward, Systems Journal, IEEE, vol.2, issue.4, pp.484-499, 2008.

]. O. Gutknecht, J. Ferber, and F. Michel, Integrating tools and infrastructures for generic multi-agents systems Rapport technique, LIRMM, 161, rue Ada -Montpellier - France Claude Van Ham et Trevor Pearce. The SIP-RTI : An HLA RTI Implementation Supporting Interoperability, Proceedings of the Tenth IEEE international Symposium on Distributed Simulation and Real-Time Application Systems of Systems : Principles, Performances, and Modelling, 2001.

]. J. Holland, ]. Hübner, J. Simão, and O. Boissier, Hiden Order : How Adaptations Builds Complexity Moise+ : Towards structural , functional and deontic model for MAS organization, Proceeding of the first International joint conference on Autonomous Agents and MultiAgent Systems (AAMAS'02), p.502, 1995.

]. , F. Hübner, J. Simão, and O. Boissier, Spécification structurelle ,fonctionnelle et déontique d'organisations dans les SMA, Journées Fancophones pour l'Intellignence Artificielle Distribuée et les Systèmes Multi-Agents (JFIADSMA'02), 2002.

]. M. Huhn, J. P. Muller, J. Gormer, G. Homoceanu, L. Nguyen-thinh-le et al., Autonomous agents in organized localities regulated by institutions, 5th IEEE International Conference on Digital Ecosystems and Technologies (IEEE DEST 2011), pp.54-61, 2011.
DOI : 10.1109/DEST.2011.5936598

]. M. Jackson and P. Keys, Towards a System of Systems Methodologies, Journal of the Operational Research Society, vol.35, issue.6, pp.473-486, 1984.
DOI : 10.1057/jors.1984.101

]. Jamshidi, The Logic of the Living Systems System of Systems Engineering Innovations for the 21st Century, System of Systems Engineering Principles and Applications, 1974.

]. C. Keating, R. Rogers, R. Unal, A. Sous-poza, R. Safford et al., System of Systems Engineering, Engineering Management Journal, vol.2, issue.4, pp.36-45, 2003.
DOI : 10.1007/978-1-4899-2632-6

]. Khalil, R. Merzouki, and B. Ould-bouamama, Dynamic Model- Based for Intelligent Traffic Optimization Inside Seaport Terminals, the 13rd International Conference on Harbor, Maitrise & Multimodal Logistics Modelling and Simulation, 2011.

. Khalil-2011b-]-wissam, R. Khalil, B. Merzouki, and . Ould-bouamama, Modelling for optimal trajectory planning of an intelligent transportation system, Intelligent Autonomous Vehicles, vol.7, 2011.

]. W. Khalil, R. Merzouki, B. Ould-bouamama, and H. Haffaf, Hypergraph Models for System of Systems Supervision Design. Systems, Man and Cybernetics, Part A : Systems and Humans, IEEE Transactions on, vol.42, issue.4, pp.1005-1012, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00758010

]. Khalil, ContributionàContributionà la modélisation graphique de système de systèmes, 2012.

]. Y. Kubera, P. Mathieu, and S. Picault, Interaction-oriented simulations : From theory to implementation, Proc. of the 18th European Conf. on Artificial Intelligence (ECAI'08), pp.383-387, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00731987

. Lar and . Dictionnaire-de-français-larousse, AuxéditionsAuxéditions Larousse

]. , L. , and P. Ioannou, Modeling of Traffic Flow of Automated Vehicles, IEEE Transactions on Intelligent Transportation Systems, pp.99-113, 2004.

]. Li, B. Pitu, D. Mirchandani, and . Borenstein, Real-time vehicle rerouting problems with time windows, European Journal of Operational Research, vol.194, issue.3, pp.711-727, 2009.
DOI : 10.1016/j.ejor.2007.12.037

]. S. Luskasik, Systems, systems of systems, and the education of engineers, Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, vol.12, issue.1, pp.55-60, 1998.

]. D. Luzeaux and J. R. Ruault, Ingénierie des systèmes de systèmes -méthodes et outils, 2008.

]. D. Luzeaux and J. R. Ruault, Systèmes de systèmes : concepts et illustrations pratiques, 2008.

]. V. Mahulkar, S. Mckay, D. E. Adams, and A. R. Chaturvedi, System-of-Systems Modeling and Simulation of a Ship Environment With Wireless and Intelligent Maintenance Technologies. Systems, Man and Cybernetics, Part A : Systems and Humans, IEEE Transactions on, vol.39, issue.6, pp.1255-1270, 2009.

]. M. Maier, Architecting Principles for Systems-of-Systems, proceeding of the Sixth Annual Internationnal Symposium INCOSE, INCOSE, 1996.

]. M. Maier, Architecting Principles for Systems-of-Systems, System Engineering, pp.267-284, 1998.

]. W. Manthorpe, The emerging joint system of system : A systems engineering challenge and opportunity for APL, John Hopkins APL Technical Digest, vol.17, issue.3, pp.305-310, 1996.

S. Marcenac and . Giroux, Geamas : A generic architecture for agent-oriented simulations of complex processes, Applied Intelligence, vol.16, issue.7, pp.736-745, 1998.

R. Bibliographie, J. Mathew, F. James, S. Leathrum, T. Mazumdar et al., An Object-Oriented Architecture for the Simulation of Networks of Cargo Terminal Operations. The Journal of Defense Modeling and Simulation : Methodology, Technology, vol.2, issue.2, pp.101-116, 2005.

]. C. Maus, M. John, M. Rohl, and A. Uhrmacher, Hierarchical Modeling for Computational Biology, Formal Methods for Computational Systems Biology Lecture Notes in Computer Science, vol.5016, pp.81-124, 2008.
DOI : 10.1007/978-3-540-68894-5_4

]. F. Michel, Le mod??le IRM4S. De l'utilisation des notions d'influence et de r??action pour la simulation de syst??mes multi-agents, Revue d'intelligence artificielle, vol.21, issue.5-6, pp.757-779, 2007.
DOI : 10.3166/ria.21.757-779

]. F. Michel, The IRM4S model, Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems , AAMAS '07, pp.1-3, 2007.
DOI : 10.1145/1329125.1329289

URL : https://hal.archives-ouvertes.fr/lirmm-00394198

J. Michel and . Ferber, Alexis Drogoulet al. Multi-Agent Systems and Simulation : a Survey From the Agents Community's Perspective, Multi-Agent Systems : Simulation and Applications, Computational Analysis, Synthesis, and Design of Dynamic Systems, pp.3-52, 2009.

]. G. Morvan, A. Veremme, and D. Dupont, IRM4MLS: The Influence Reaction Model for Multi-Level Simulation, Multi-Agent- Based Simulation XI, pp.16-27, 2011.
DOI : 10.1007/978-3-642-18345-4_2

URL : https://hal.archives-ouvertes.fr/hal-00905006

D. Gildas-morvan, J. Dupont, R. Soyez, and . Merzouki, Engineering hierarchical complex systems : an agent-based approach. The case of flexible manufacturing systems, CoRR, 2012.

P. Muller and N. Gaertner, Modélisation objet avec UML, 2000.

]. Muller, Towards a formal semantics of event-based multi-agents ismulations. Multi-Agent-Based Simulations IX, pp.110-126, 2009.

]. T. Nanayakkara, F. Sahin, and M. Jamshidi, Intelligent Control Systems with an Introduction to Systems of Systems Engineering, 2010.
DOI : 10.1201/9781420079258

]. Navarro, F. Flacher, and V. Corruble, Dynamic Level of Detail for Large Scale Agent-Based Urban Simulations, Tumer, Yolum, Sonenberg et Stone, editeurs, 10th Int. Conf on Autonomous Agents and Multiagent Systems, pp.701-708, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01288047

L. Navarro, V. Corruble, F. Flacher, and J. Zucker, A flexible approach to multi-level agent-based simulation with the mesoscopic representation, Proceedings of the 2013 international conference on Autonomous agents and multiagent systems, AAMAS '13 International Foundation for Autonomous Agents and Multiagent Systems, pp.159-166, 2013.

]. A. Owens, Dominant Battlespace Knowledge, chapitre 'The emerging U.S. system of systems, 1995.

M. James and . Parker, Applying a System of Systems Approach for Improved Transportation, 2010.

]. R. Pei, Systems of systems integration (SoSI)-A smart way of acquiring C412WS systems, Proceedings of the 2000 Summer Computer Simulation Conference, pp.574-579, 2000.

D. Mikel and . Petty, Comparing high level architecture data distribution management specifications 1.3 and 1516, Simulation Practice and Theory, vol.9, pp.95-119, 2002.

D. Pisinger and S. Ropke, A general heuristic for vehicle routing problems, Computers & Operations Research, vol.34, issue.8, pp.2403-2435, 2007.
DOI : 10.1016/j.cor.2005.09.012

R. F. Michael-polacek, K. Hartl, and . Doerner, A Variable Neighborhood Search for the Multi Depot Vehicle Routing Problem with Time Windows, Journal of Heuristics, vol.10, issue.6, pp.613-627, 2004.
DOI : 10.1007/s10732-005-5432-5

]. S. Railsback and V. Grimm, Agent-based and individual-based modeling : A practical introduction, 2011.

P. Andrew, C. D. Sage, and . Cuppan, On the Systems Engineering and Management of Systems of Systems and Federations of Systems, Inf. Knowl. Syst. Manag, vol.2, issue.4, pp.325-345, 2001.

]. A. Sage and S. M. Biemer, Processes for System Family Architecting, Design, and Integration, IEEE Systems Journal, vol.1, issue.1, pp.5-16, 2007.
DOI : 10.1109/JSYST.2007.900240

]. B. Sauser, J. Boardman, and D. Verma, Systomics : Toward a Biology of System of Systems. Systems, Man and Cybernetics, Part A : Systems and Humans, IEEE Transactions on, vol.40, issue.4, pp.803-814, 2010.

D. Scerri, A. Drogoul, S. Hickmott, and L. Padgham, An Architecture for Modular Distributed Simulation with Agent-based Models, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems International Foundation for Autonomous Agents and Multiagent Systems, pp.541-548, 2010.

]. M. Bibliographie, H. Seck, and . Honig, Multi-perspective modelling of complex phenomena, Computational & Mathematical Organization Organization Theory, vol.18, issue.1, pp.128-144, 2012.

D. Servat, E. Perrier, J. Treuil, and A. Drogoul, Towards Virtual Experiment Laboratories: How Multi-Agent Simulations Can Cope with Multiple Scales of Analysis and Viewpoints, pp.205-217, 1998.
DOI : 10.1007/3-540-68686-X_20

]. R. Shannon, Introduction to the art and science of simulation, 1998 Winter Simulation Conference. Proceedings (Cat. No.98CH36274), pp.7-14, 1998.
DOI : 10.1109/WSC.1998.744892

]. A. Shenhar, A new systems engineering taxonomy, Proceedings ot he 4th International symposium of the National Council on System Engineering, pp.261-276, 1994.

]. J. Simpson and M. J. Simpson, System of Systems Complexity Identification and Control, System of Systems Engineering, SoSE 2009. IEEE International Conference on, pp.1-6, 2009.

]. E. Sloane, T. Way, V. Gehlot, R. Beck, J. Solderitch et al., A Hybrid Approach to Modeling SOA Systems of Systems Using CPN and MESA/Extend, 2007 1st Annual IEEE Systems Conference, pp.1-7, 2007.
DOI : 10.1109/SYSTEMS.2007.374692

J. Soyez, G. Morvan, R. Merzouki, D. Dupont, and P. Kubiak, Multi-Agent Multi-Level Modeling -A Methodology to Simulate Complex Systems, The 23rd European Modeling & Simulation Symposium (Simulation in Industry) (EMSS 2011), pp.241-246, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00758730

]. Soyez, G. Morvan, D. Dupont, and R. Merzouki, A Methodology to Engineer and Validate Dynamic Multi-level Multi-agent Based Simulations, MABS'12 -13th International Workshop on Multi-Agent Based Simulation, pp.4-5, 2012.
DOI : 10.1007/978-3-642-38859-0_10

M. Adelinde, R. Uhrmacher, M. Ewald, C. John, M. Maus et al., Combining micro and macro-modeling in DEVS for computational biology years ! The best is yet to come, WSC '07, Proceedings of the 39th conference on Winter simulation, pp.40-871, 2007.

D. Weyns and T. Holvoet, Model for Simultaneous Actions in Situated Multiagent Systems, Lectures Notes in Artificial Intelligence, vol.2831, pp.105-118, 2013.

M. Winikoff, H. Wagner, T. Young, S. Cranefield, R. Jarquin et al., Agent-Based Container Terminal Optimisation. The Information Science Discussion Paper Series, 2011.

Y. Levent, I. Tuncer, and . Oren, Dynamic Model Updating in Simulation with Multimodels : A taxonomy and a Generic Agent-Based Architecture, Proceeding of Summer Computer Simulation Conference, 2004.

Y. Levent, I. Tuncer, and . Oren, Discrete-Event Multimodels and their Agent- Supported Activation and Update, Proceeding of the Agent-Directed Simulation Symposium of the Spring Simulation Multiconference (SMC'05), pp.63-70, 2005.

]. B. Zeigler, T. G. Kim, and H. Praehofer, Theory of Modeling and Simulation, pp.2-2, 2000.

]. Zhou, A. Dvoryanchikova, A. Lobov, and J. L. Martinez-lastra, Modeling system of systems: A generic method based on system characteristics and interface, 2011 9th IEEE International Conference on Industrial Informatics, pp.361-368, 2011.
DOI : 10.1109/INDIN.2011.6034903

]. Zhou, A. Dvoryanchikova, A. Lobov, J. Minor, and J. L. Martinez-lastra, Application of the generic modelling method for system of systems to manufacturing domain, IECON 2011, 37th Annual Conference of the IEEE Industrial Electronics Society, pp.352-358, 2011.
DOI : 10.1109/IECON.2011.6119278