Some Modeling & Simulation Perspectives on Emergence in System-of-Systems

Abstract : We consider the ability of Discrete Event System Speci-cation (DEVS) to provide the concepts and formalisms needed for modeling and simulation of emergent behavior. We show that DEVS provides systems components and coupling for models of systems of systems with emergent behavior. Further, DEVS coupling supports dynamic structure for adaptive and evolution, and the Experimental Frame supports Emergence Behavior Observation, and a recent extension, DEVS Markov models, supports prediction of emergence derived from such observation. Finally, we introduce a concept of interactive specication based on generators that has the potential to provide a system-theoretic characterization of emergence modeling using language concepts.
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Communication dans un congrès
Spring Simulation Multi-conference (SpringSim'16), Apr 2016, Pasadena, CA, United States. 2016, <http://www.scs.org/springsim/>
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https://hal.archives-ouvertes.fr/hal-01315199
Contributeur : Alexandre Muzy <>
Soumis le : mardi 17 mai 2016 - 17:32:29
Dernière modification le : jeudi 19 mai 2016 - 01:16:17
Document(s) archivé(s) le : vendredi 19 août 2016 - 15:14:44

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Bernard P. Zeigler, Alexandre Muzy. Some Modeling & Simulation Perspectives on Emergence in System-of-Systems. Spring Simulation Multi-conference (SpringSim'16), Apr 2016, Pasadena, CA, United States. 2016, <http://www.scs.org/springsim/>. <hal-01315199>

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