Abstract
This paper proposes a formal modeling for Self-Organizing Multi-Agent Systems (SOMAS) based on stepwise refinements, with the Event-B language and the Temporal Logic of Actions (TLA). This modeling allows to develop this kind of systems in a more structured manner. In addition, it enables to reason, in a rigorous way, about the correctness of the derived models both at the individual level and the global level. Our work is illustrated by the foraging ants case study.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Abrial, J.R.: Modelling in Event-B. Cambridge University Press (2010)
Bankes, S.C.: Robustness, adaptivity, and resiliency analysis. In: AAAI Fall Symposium: Complex Adaptive Systems. AAAI Technical Report, vol. FS-10-03. AAAI (2010)
Bernon, C., Gleizes, M.-P., Picard, G.: Enhancing self-organising emergent systems design with simulation. In: O’Hare, G.M.P., Ricci, A., O’Grady, M.J., Dikenelli, O. (eds.) ESAW 2006. LNCS (LNAI), vol. 4457, pp. 284–299. Springer, Heidelberg (2007), http://dblp.uni-trier.de/db/conf/esaw/esaw2006.html#BernonGP06
Casadei, M., Viroli, M.: Using probabilistic model checking and simulation for designing self-organizing systems. In: SAC, pp. 2103–2104 (2009)
Serugendo, G.D.M.: Robustness and dependability of self-organizing systems - A safety engineering perspective. In: Guerraoui, R., Petit, F. (eds.) SSS 2009. LNCS, vol. 5873, pp. 254–268. Springer, Heidelberg (2009), http://dx.doi.org/10.1007/978-3-642-05118-0_18
Gardelli, L., Viroli, M., Omicini, A.: Exploring the dynamics of self-organising systems with stochastic π-calculus: Detecting abnormal behaviour in MAS. In: Trappl, R. (ed.) Cybernetics and Systems 2006, April 18-21, vol. 2, pp. 539–544. Austrian Society for Cybernetic Studies, Vienna (2006), 18th European Meeting on Cybernetics and Systems Research (EMCSR 2006), Proceedings of the 5th International Symposium “From Agent Theory to Theory Implementation” (AT2AI-5)
Hoang, T.S., Kuruma, H., Basin, D.A., Abrial, J.R.: Developing topology discovery in Event-B. Sci. Comput. Program. 74(11-12), 879–899 (2009)
Méry, D., Poppleton, M.: Formal modelling and verification of population protocols. In: Johnsen, E.B., Petre, L. (eds.) IFM 2013. LNCS, vol. 7940, pp. 208–222. Springer, Heidelberg (2013), http://dx.doi.org/10.1007/978-3-642-38613-8_15
Kaddoum, E., Raibulet, C., George, J.P., Picard, G., Gleizes, M.P.: Criteria for the evaluation of self-* systems. In: Workshop on Software Engineering for Adaptive and Self-Managing Systems (2010)
Konur, S., Clare, D., Fisher, M.: Analysing robot swarm behaviour via probabilistic model checking. Robot. Auton. Syst. 60(2), 199–213 (2012)
Lamport, L.: The temporal logic of actions. ACM Trans. Program. Lang. Syst. 16(3), 872–923 (1994)
Pereverzeva, I., Troubitsyna, E., Laibinis, L.: Development of fault tolerant MAS with cooperative error recovery by refinement in Event-B. CoRR abs/1210.7035 (2012)
Pereverzeva, I., Troubitsyna, E., Laibinis, L.: Formal development of critical multi-agent systems: A refinement approach. In: EDCC, pp. 156–161 (2012)
Serugendo, G.D.M., Gleizes, M.P., Karageorgos, A.: Self-organization in multi-agent systems. Knowledge Eng. Review (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Graja, Z., Migeon, F., Maurel, C., Gleizes, MP., Kacem, A.H. (2014). A Stepwise Refinement Based Development of Self-Organizing Multi-Agent Systems: Application to the Foraging Ants. In: Dalpiaz, F., Dix, J., van Riemsdijk, M.B. (eds) Engineering Multi-Agent Systems. EMAS 2014. Lecture Notes in Computer Science(), vol 8758. Springer, Cham. https://doi.org/10.1007/978-3-319-14484-9_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-14484-9_3
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-14483-2
Online ISBN: 978-3-319-14484-9
eBook Packages: Computer ScienceComputer Science (R0)