Adaptive Modeling for Spatial Emergence within Complex Systems
Identifieur interne : 000029 ( Hal/Corpus ); précédent : 000028; suivant : 000030Adaptive Modeling for Spatial Emergence within Complex Systems
Auteurs : Rawan GhnematSource :
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Abstract
The aim of this work concerns the implementation of swarm intelligence models in order to study the spatial emergence of organizations within self-organized systems, under multi-criteria constraints. The scientific context of the modeling formalism is developped in this document. A methodology is presented and leads to the development of a complex heuristic linking bio-inspirated elementary models, based on ant algorithms. An application is developped and concerns the service/user modeling - specifically for cultural services - in urban dynamics. Models of adaptive mechanisms of services during their usage are also proposed.
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The scientific context of the modeling formalism is developped in this document. A methodology is presented and leads to the development of a complex heuristic linking bio-inspirated elementary models, based on ant algorithms. An application is developped and concerns the service/user modeling - specifically for cultural services - in urban dynamics. Models of adaptive mechanisms of services during their usage are also proposed.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Adaptive Modeling for Spatial Emergence within Complex Systems</title><title xml:lang="fr">Modélisation adaptative pour l'émergence spatiale dans les systèmes complexes</title><author role="aut"><persName><forename type="first">Rawan</forename><surname>Ghnemat</surname></persName><email></email><idno type="halauthor">64278</idno><affiliation ref="#struct-23832"></affiliation></author><editor role="depositor"><persName><forename>Cyrille</forename><surname>Bertelle</surname></persName><email>cyrille.bertelle@univ-lehavre.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2009-11-01 00:11:33</date><date type="whenModified">2016-03-22 01:25:59</date><date type="whenReleased">2009-11-01 08:48:12</date><date type="whenProduced">2009-06-22</date><date type="whenEndEmbargoed">2009-11-01</date><ref type="file" target="https://tel.archives-ouvertes.fr/tel-00429162/document"><date notBefore="2009-11-01"></date></ref><ref type="file" n="1" target="https://tel.archives-ouvertes.fr/tel-00429162/file/rawanPhd.pdf"><date notBefore="2009-11-01"></date></ref></edition><respStmt><resp>contributor</resp><name key="102007"><persName><forename>Cyrille</forename><surname>Bertelle</surname></persName><email>cyrille.bertelle@univ-lehavre.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">tel-00429162</idno><idno type="halUri">https://tel.archives-ouvertes.fr/tel-00429162</idno><idno type="halBibtex">ghnemat:tel-00429162</idno><idno type="halRefHtml">Modeling and Simulation. Université du Havre, 2009. English</idno><idno type="halRef">Modeling and Simulation. Université du Havre, 2009. English</idno></publicationStmt><seriesStmt><idno type="stamp" n="UNIV-ROUEN">Université de Rouen</idno><idno type="stamp" n="UNIV-LEHAVRE">Université du Havre</idno><idno type="stamp" n="LITIS">Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes</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="COMUE-NORMANDIE">Normandie Université</idno></seriesStmt><notesStmt></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Adaptive Modeling for Spatial Emergence within Complex Systems</title><title xml:lang="fr">Modélisation adaptative pour l'émergence spatiale dans les systèmes complexes</title><author role="aut"><persName><forename type="first">Rawan</forename><surname>Ghnemat</surname></persName><idno type="halAuthorId">64278</idno><affiliation ref="#struct-23832"></affiliation></author></analytic><monogr><imprint><date type="dateDefended">2009-06-22</date></imprint><authority type="institution">Université du Havre</authority><authority type="school">SPMII - Sciences Physiques, Mathématiques et de l'Information pour l'Ingénieur</authority><authority type="supervisor">Cyrille Bertelle(cyrille.bertelle@univ-lehavre.fr)</authority><authority type="jury">Michel Cotsaftis (rapporteur)</authority><authority type="jury">Laszlo Gulyas (rapporteur)</authority><authority type="jury">Saleh Oqeili (rapporteur)</authority><authority type="jury">Moulay Aziz-Alaoui (examinateur)</authority><authority type="jury">Paul Bourgine (examinateur)</authority><authority type="jury">Cyrille Bertelle (directeur)</authority><authority type="jury">Gérard H.E. Duchamp (co-directeur)</authority></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">Complex systems</term><term xml:lang="en">self-organization</term><term xml:lang="en">swarm intelligence</term><term xml:lang="en">ant algorithms</term><term xml:lang="en">multiscale decision making</term><term xml:lang="en">urban dynamics</term><term xml:lang="fr">Systèmes complexes</term><term xml:lang="fr">auto-organisation</term><term xml:lang="fr">intelligence en essaim</term><term xml:lang="fr">algorithmes fourmis</term><term xml:lang="fr">aide à la décision multi-échelle</term><term xml:lang="fr">dynamique urbaine</term></keywords><classCode scheme="halDomain" n="info.info-mo">Computer Science [cs]/Modeling and Simulation</classCode><classCode scheme="halTypology" n="THESE">Theses</classCode></textClass><abstract xml:lang="en">The aim of this work concerns the implementation of swarm intelligence models in order to study the spatial emergence of organizations within self-organized systems, under multi-criteria constraints. The scientific context of the modeling formalism is developped in this document. A methodology is presented and leads to the development of a complex heuristic linking bio-inspirated elementary models, based on ant algorithms. An application is developped and concerns the service/user modeling - specifically for cultural services - in urban dynamics. Models of adaptive mechanisms of services during their usage are also proposed.</abstract><abstract xml:lang="fr">L'objectif de ce travail consiste à mettre en place des modèles d'intelligence en essaim pour l'étude de l'émergence spatiale d'organisations dans des systèmes complexes auto-organisés, sous des contraintes multi-critères. Le contexte scientique de la formalisation dans le cadre de la modélisation des systèmes complexes est développé dans ce document. Une méthodologie est présentée et conduit au développement d'une heuristique complexe tissant des liens entre des modèles élémentaires bio-inspirés des algorithmes de type fourmis. Une application est développée et concerne la modélisation de l'usage de services - notamment des services culturels - en dynamique urbaine, ainsi que la modélisation des mécanismes d'adaptation de ces services en fonction de leurs usages.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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