Abstract
In order to propose some evaluation of adaptive architectural patterns for intelligent distributed systems, in this paper we present a case study where a swarm of robots is required to coordinate and adapt to perform a task. We will present the results of several simulations and propose some considerations that help further research about adaptive patterns in intelligent distributed systems.
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Cabri, G., Puviani, M., Zambonelli, F.: Towards a taxonomy of adaptive agent-based collaboration patterns for autonomic service ensembles. In: 2011 Int. Conf. on Collaboration Technologies and Systems (CTS), pp. 508–515. IEEE (2011)
Krieger, M.J.B., Billeter, J.B.: The call of duty: Self-organised task allocation in a population of up to twelve mobile robots. Robotics and Autonomous Systems 30(1), 65–84 (2000)
Pinciroli, C., Trianni, V., O´Grady, R., Pini, G., Brutschy, A., Brambilla, M., Mathews, N., Ferrante, E., Di Caro, G., Ducatelle, F., Stirling, T., Gutirrez, A., Gambardella, L.M., Dorigo, M.: ARGoS: a modular, multi-engine simulator for heterogeneous swarm robotics. In: Proc. of the IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS 2011), pp. 5027–5034. IEEE Computer Society Press, Los Alamitos (2011)
Weyns, D., Holvoet, T.: An architectural strategy for self-adapting systems. In: Proc. of the Int. Workshop on Software Engineering for Adaptive and Self-Managing Systems, p. 3. IEEE Computer Society, Minnesota (2007)
Zambonelli, F., Bicocchi, N., Cabri, G., Leonardi, L., Puviani, M.: On self-adaptation, self-expression, and self-awareness in autonomic service component ensembles. In: Fifth IEEE Conf. on Self-Adaptive and Self-Organizing Systems Workshops (SASOW), pp. 108–113. IEEE (2011)
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Puviani, M., Cabri, G., Leonardi, L. (2013). Adaptive Patterns for Intelligent Distributed Systems: A Swarm Robotics Case Study. In: Fortino, G., Badica, C., Malgeri, M., Unland, R. (eds) Intelligent Distributed Computing VI. Studies in Computational Intelligence, vol 446. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32524-3_30
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DOI: https://doi.org/10.1007/978-3-642-32524-3_30
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-32523-6
Online ISBN: 978-3-642-32524-3
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