Cooperation in Adaptive Multi-Agent Systems through System of Systems modeling
Author(s) -
Teddy Bouziat,
Valérie Camps,
Stéphanie Combettes
Publication year - 2018
Publication title -
epic series in computing
Language(s) - English
Resource type - Conference proceedings
ISSN - 2398-7340
DOI - 10.29007/kqfk
Subject(s) - computer science , component (thermodynamics) , process (computing) , multi agent system , system of systems , function (biology) , complex adaptive system , distributed computing , complex system , systems engineering , software engineering , systems design , artificial intelligence , engineering , physics , evolutionary biology , biology , thermodynamics , operating system
This paper addresses the modeling and design of Systems of Systems (SoS) as well as inter multi-agent systems cooperation. It presents and illustrates a new generic model to describe formally SoS. Then, this model is used to propose a study of inter-AMAS (Adaptive Multi-Agent System) cooperation. Each AMAS, reified as a component-system of a SoS, uses a cooperative decision process in order to interact with other AMAS and to collectively give rise to a relevant overall function at the SoS level. The proposed model as well as the inter-AMAS study are instantiated to a simulated resources transportation problem.
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