Cooperative Multi-agent Approach for Computational Systems of Systems Architecting

Teddy Bouziat, Stéphanie Combettes, Valérie Camps, Jeremy Boes

Abstract

This paper addresses the modeling and design of Systems of Systems (SoS). It presents and illustrates a new generic model to describe formally such systems. This model is used to propose a SoS architecting approach based on adaptive multi-agent systems. In this approach, each component system composing the SoS uses a local cooperative decision process in order to interact with other systems and to collectively give rise to a relevant overall function at the SoS level. The proposed model as well as the proposed approach are instantiated with a simulated unmanned aerial vehicle scenario and compared with another approach dealing with collaboration between systems in a SoS.

References

  1. Acheson, P., Pape, L., Dagli, C., Kilicay-Ergin, N., Columbi, J., and Haris, K. (2012). Understanding system of systems development using an agent- based wave model. Procedia Computer Science, 12:21 - 30. Complex Adaptive Systems 2012.
  2. Agarwal, S., Pape, L., Kilicay-Ergin, N., and Dagli, C. (2014). Multi-agent Based Architecture for Acknowledged System of Systems. Procedia Computer Science, 28:1-10.
  3. Baldwin, W. and Sauser, B. (2009). Modeling the characteristics of system of systems. 2009 IEEE International Conference on System of Systems Engineering (SoSE).
  4. Bonabeau, E. (2002). Agent-based modeling: methods and techniques for simulating human systems. Proceedings of the National Academy of Sciences, 99(suppl. 3):7280-7287.
  5. Caffall, D. and Michael, J. (2009). System of Systems Collaborative Formation. Systems Journal, 3(3):385-401.
  6. Capera, D., George, J., Gleizes, M., and Glize, P. (2003). The AMAS theory for complex problem solving based on self-organizing cooperative agents. Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE, 2003- January:383-388.
  7. Firesmith, D. (2010). Profiling systems using the defining characteristics of systems of systems (sos). Technical Report CMU/SEI-2010-TN-001, Software Engineering Institute, Carnegie Mellon University, Pittsburgh, PA.
  8. Henshaw, M., Siemieniuch, C., Sinclair, M., Barot, V., Henson, S., Ncube, C., Lim, S., Dogan, H., Jamshidi, M., and Delaurentis, D. (2013). The Systems of Systems Engineering Strategic Research Agenda Systems of Systems Engineering. (2).
  9. Jamshidi, M. (2008). System of systems engineering - new challenges for the 21st century. IEEE Aerospace and Electronic Systems Magazine, 23(5):4-19.
  10. Maier, M. (1998). Architecting principles for systems-ofsystems. Systems Engineering, 1(4):267-284.
  11. Stirling, W. and Frost, R. (2005). Social utility functionspart ii: applications. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 35(4):533-543.
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Paper Citation


in Harvard Style

Bouziat T., Combettes S., Camps V. and Boes J. (2017). Cooperative Multi-agent Approach for Computational Systems of Systems Architecting . In Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-219-6, pages 174-181. DOI: 10.5220/0006190101740181


in Bibtex Style

@conference{icaart17,
author={Teddy Bouziat and Stéphanie Combettes and Valérie Camps and Jeremy Boes},
title={Cooperative Multi-agent Approach for Computational Systems of Systems Architecting},
booktitle={Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2017},
pages={174-181},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006190101740181},
isbn={978-989-758-219-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Cooperative Multi-agent Approach for Computational Systems of Systems Architecting
SN - 978-989-758-219-6
AU - Bouziat T.
AU - Combettes S.
AU - Camps V.
AU - Boes J.
PY - 2017
SP - 174
EP - 181
DO - 10.5220/0006190101740181