Cooperation in Adaptive Multi-Agent Systems through System of Systems modeling

Teddy Bouziat; Valérie Camps; Stéphanie Combettes

doi:10.29007/kqfk

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Cooperation in Adaptive Multi-Agent Systems through System of Systems modeling

13 pages•Published: September 29, 2016

Teddy Bouziat, Valérie Camps and Stéphanie Combettes

Abstract

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.

Keyphrases: adaptation, cooperation, modeling, multi-agent, System of Systems

In: Christoph Benzmüller, Geoff Sutcliffe and Raul Rojas (editors). GCAI 2016. 2nd Global Conference on Artificial Intelligence, vol 41, pages 214--226

Links:	https://easychair.org/publications/paper/vHXp
	https://doi.org/10.29007/kqfk

BibTeX entry

@inproceedings{GCAI2016:Cooperation_in_Adaptive_Multi_Agent,
  author    = {Teddy Bouziat and Val\textbackslash{}'erie Camps and St\textbackslash{}'ephanie Combettes},
  title     = {Cooperation in Adaptive Multi-Agent Systems through System of Systems modeling},
  booktitle = {GCAI 2016. 2nd Global Conference on Artificial Intelligence},
  editor    = {Christoph Benzm\textbackslash{}"uller and Geoff Sutcliffe and Raul Rojas},
  series    = {EPiC Series in Computing},
  volume    = {41},
  pages     = {214--226},
  year      = {2016},
  publisher = {EasyChair},
  bibsource = {EasyChair, https://easychair.org},
  issn      = {2398-7340},
  url       = {https://easychair.org/publications/paper/vHXp},
  doi       = {10.29007/kqfk}}

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