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Framework for M&S with Agents in Regard to Agent Simulations in Social Sciences: Emulation and Simulation

Abstract : The aim of this paper is to discuss the “Framework for M&S with Agents” (FMSA) proposed by Zeigler et al. [2000, 2009] in regard to the diverse epistemological aims of agent simulations in social sciences. We first show that there surely are great similitudes, hence that the aim to emulate a universal “automated modeler agent” opens new ways of interactions between these two domains of M&S with agents. E.g., it can be shown that the multi-level conception at the core of the FMSA is similar in both contexts: notions of “levels of system specification”, “behavior of models”, “simulator” and “endomorphic agents” can be partially translated in the terms linked to the “denotational hierarchy” (DH) and recently introduced in a multi-level centered epistemology of M&S. Second, we suggest considering the question of “credibility” of agent M&S in social sciences when we do not try to emulate but only to simulate target systems. Whereas a stringent and standardized treatment of the heterogeneous internal relations (in the DH) between systems of formalisms is the key problem and the essential challenge in the scope of Agent M&S driven engineering, it is urgent too to address the problem of the external relations (and of the external validity, hence of the epistemic power and credibility) of such levels of formalisms in the specific domains of agent M&S in social sciences, especially when we intend to introduce the concepts of activity tracking.
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Submitted on : Wednesday, January 12, 2011 - 2:41:17 PM
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  • HAL Id : hal-00555148, version 1

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Franck Varenne. Framework for M&S with Agents in Regard to Agent Simulations in Social Sciences: Emulation and Simulation. David R. C. Hill, Alexandre Muzy & Bernard P. Zeigler. Activity-Based Modeling and Simulation, Presses Universitaires Blaise Pascal, pp.53-84, 2010. ⟨hal-00555148⟩

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