Combining DEVS with Multi-agent Concepts to Design and Simulate Multi-models of Complex Systems (WIP)
Identifieur interne : 001565 ( Hal/Corpus ); précédent : 001564; suivant : 001566Combining DEVS with Multi-agent Concepts to Design and Simulate Multi-models of Complex Systems (WIP)
Auteurs : Benjamin Camus ; Christine Bourjot ; Vincent ChevrierSource :
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Abstract
We are interested in the multi-modeling and simulation of complex systems, that is representing a complex system as a set of interacting models and simulating it with a co-simulation approach. Representing and simulating a complex system multi-model requires to integrate heterogeneity at several levels (representations, formalisms, simulation software, models' interactions.. .). In this article, we present our approach that consists of combining the Discrete EVent System Specification (DEVS) formalism and multi-agent concepts in order to achieve these requirements. The use of the DEVS formalism enables a rigourous integration of models described with heterogeneous formalisms and a rigourous simulation protocol. Multi-agent concepts ease the description of multi-perspective integration and the reuse of existing heterogeneous simulators. We detail the combination of both in the Agent & Artifact for Multi-Modeling (AA4MM) approach and illustrate its use in a proof of concept.
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Representing and simulating a complex system multi-model requires to integrate heterogeneity at several levels (representations, formalisms, simulation software, models' interactions.. .). In this article, we present our approach that consists of combining the Discrete EVent System Specification (DEVS) formalism and multi-agent concepts in order to achieve these requirements. The use of the DEVS formalism enables a rigourous integration of models described with heterogeneous formalisms and a rigourous simulation protocol. Multi-agent concepts ease the description of multi-perspective integration and the reuse of existing heterogeneous simulators. We detail the combination of both in the Agent & Artifact for Multi-Modeling (AA4MM) approach and illustrate its use in a proof of concept.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Combining DEVS with Multi-agent Concepts to Design and Simulate Multi-models of Complex Systems (WIP)</title><author role="aut"><persName><forename type="first">Benjamin</forename><surname>Camus</surname></persName><email>benjamin.camus@loria.fr</email><idno type="halauthor">774920</idno><affiliation ref="#struct-2355"></affiliation></author><author role="aut"><persName><forename type="first">Christine</forename><surname>Bourjot</surname></persName><email>christine.bourjot@loria.fr</email><idno type="halauthor">58996</idno><affiliation ref="#struct-2355"></affiliation></author><author role="aut"><persName><forename type="first">Vincent</forename><surname>Chevrier</surname></persName><email>vincent.chevrier@loria.fr</email><idno type="halauthor">1134009</idno><affiliation ref="#struct-2355"></affiliation></author><editor role="depositor"><persName><forename>Benjamin</forename><surname>Camus</surname></persName><email>benjamin.camus@loria.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2016-01-14 16:35:12</date><date type="whenModified">2016-05-18 08:55:14</date><date type="whenReleased">2016-01-14 16:35:12</date><date type="whenProduced">2015-04-12</date></edition><respStmt><resp>contributor</resp><name key="182841"><persName><forename>Benjamin</forename><surname>Camus</surname></persName><email>benjamin.camus@loria.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-01256345</idno><idno type="halUri">https://hal.inria.fr/hal-01256345</idno><idno type="halBibtex">camus:hal-01256345</idno><idno type="halRefHtml">Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium (TMS/DEVS 15), Apr 2015, Alexandria, VA, USA, France. Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium (TMS/DEVS 15)</idno><idno type="halRef">Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium (TMS/DEVS 15), Apr 2015, Alexandria, VA, USA, France. Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium (TMS/DEVS 15)</idno></publicationStmt><seriesStmt><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="INPL">Institut National Polytechnique de Lorraine</idno><idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LABO-LORIA-SET" p="LORIA">LABO-LORIA-SET</idno><idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA-CSAI" p="LORIA">Systèmes complexes et intelligence artificielle</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno><idno type="stamp" n="INRIA2">INRIA 2</idno><idno type="stamp" n="TDS-MACS">Réseau de recherche en Théorie des Systèmes Distribués, Modélisation, Analyse et Contrôle des Systèmes</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno></seriesStmt><notesStmt><note type="audience" n="2">International</note><note type="invited" n="0">No</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note><note type="proceedings" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Combining DEVS with Multi-agent Concepts to Design and Simulate Multi-models of Complex Systems (WIP)</title><author role="aut"><persName><forename type="first">Benjamin</forename><surname>Camus</surname></persName><email>benjamin.camus@loria.fr</email><idno type="halAuthorId">774920</idno><affiliation ref="#struct-2355"></affiliation></author><author role="aut"><persName><forename type="first">Christine</forename><surname>Bourjot</surname></persName><email>christine.bourjot@loria.fr</email><idno type="halAuthorId">58996</idno><affiliation ref="#struct-2355"></affiliation></author><author role="aut"><persName><forename type="first">Vincent</forename><surname>Chevrier</surname></persName><email>vincent.chevrier@loria.fr</email><idno type="halAuthorId">1134009</idno><affiliation ref="#struct-2355"></affiliation></author></analytic><monogr><title level="m">Proceedings of the Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium (TMS/DEVS 15)</title><meeting><title>Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium (TMS/DEVS 15)</title><date type="start">2015-04-12</date><settlement>Alexandria, VA, USA</settlement><country key="FR">France</country></meeting><respStmt><resp>conferenceOrganizer</resp><name>Society for Computer Simulation International</name></respStmt><imprint></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">Complex system</term><term xml:lang="en">multi-model</term><term xml:lang="en">meta-model</term><term xml:lang="en">multi-agent</term><term xml:lang="en">DEVS</term></keywords><classCode scheme="acm" n="I.6"></classCode><classCode scheme="acm" n="I.2.11"></classCode><classCode scheme="halDomain" n="info.info-mo">Computer Science [cs]/Modeling and Simulation</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="en">We are interested in the multi-modeling and simulation of complex systems, that is representing a complex system as a set of interacting models and simulating it with a co-simulation approach. Representing and simulating a complex system multi-model requires to integrate heterogeneity at several levels (representations, formalisms, simulation software, models' interactions.. .). In this article, we present our approach that consists of combining the Discrete EVent System Specification (DEVS) formalism and multi-agent concepts in order to achieve these requirements. The use of the DEVS formalism enables a rigourous integration of models described with heterogeneous formalisms and a rigourous simulation protocol. Multi-agent concepts ease the description of multi-perspective integration and the reuse of existing heterogeneous simulators. We detail the combination of both in the Agent & Artifact for Multi-Modeling (AA4MM) approach and illustrate its use in a proof of concept.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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