Abstract
In this chapter, we present some of the biologically-inspired approaches, developed within the context of the European project BIONETS for enabling autonomic pervasive computing environments. The set of problems addressed include networking as well as service management issues. The approach pursued is based on the use of evolutionary techniques — properly embedded in the system components — as a means to achieve fully autonomic behaviour.
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References
Weiser, M.: The computer for the 21st century. SIGMOBILE Mob. Comput. Commun. Rev. 3(3), 3–11 (1999)
Carreras, I., Chlamtac, I., Pellegrini, F.D., Miorandi, D.: BIONETS: Bio-inspired networking for pervasive communication environments. IEEE Trans. Veh. Tech. 56, 218–229 (2007)
Crowcroft, J., Hand, S., Mortier, R., Roscoe, T., Warfield, A.: Plutarch: an argument for network pluralism. In: Proc. of ACM SIGCOMM, Karlsruhe, DE (2003)
Dobson, S., Denazis, S., Fernandez, A., Gaiti, D., Gelenbe, E., Massacci, F., Nixon, P., Saffre, F., Schmidt, N., Zambonelli, F.: A survey of autonomic communications. ACM Trans. Aut. Adapt. Syst. 1, 223–259 (2006)
Kephart, J.O., Chess, D.M.: The vision of autonomic computing. IEEE Comp. Mag. 36(1), 41–50 (2003)
Altman, E., Dini, P., Miorandi, D., Schreckling, D.: Paradigms and foundations of BIONETS research, http://www.bionets.eu/docs/BIONETS_D2_1_1.pdf
Dittrich, P.: Chemical Computing. In: Banâtre, J.-P., Fradet, P., Giavitto, J.-L., Michel, O. (eds.) UPP 2004. LNCS, vol. 3566, pp. 19–32. Springer, Heidelberg (2005)
Dittrich, P., Ziegler, J., Banzhaf, W.: Artificial Chemistries – A Review. Artificial Life 7(3), 225–275 (2001)
Fontana, W., Buss, L.W.: The Arrival of the Fittest: Toward a Theory of Biological Organization. Bulletin of Mathematical Biology 56, 1–64 (1994)
Dittrich, P., di Fenizio, P.S.: Chemical organization theory: towards a theory of constructive dynamical systems. Bulletin of Mathematical Biology 69(4), 1199–1231 (2005)
Banzhaf, W., Lasarczyk, C.: Genetic Programming of an Algorithmic Chemistry. In: O’Reilly, et al. (eds.) Genetic Programming Theory and Practice II, vol. 8, pp. 175–190. Kluwer/Springer (2004)
Prodan, L., Tempesti, G., Mange, D., Stauffer, A.: Embryonics: artificial stem cells. In: Proc. of ALife VIII, pp. 101–105 (2002)
Stanley, K.O., Miikkulainen, R.: A taxonomy for artificial embryogeny. Artif. Life 9, 93–130 (2003)
Fudenberg, D., Tirole, J.: Game Theory. MIT Press, Cambridge (1991)
Maynard Smith, J.: Game theory and the evolution of fighting. In: Maynard Smith, J. (ed.) On Evolution, pp. 8–28. Edinburgh University Press (1972)
Maynard Smith, J.: Evolution and the Theory of Games. Cambridge University Press, Cambridge (1982)
Hofbauer, J., Sigmund, K.: Evolutionary Games andvPopulation Dynamics. Cambridge University Press, Cambridge (1998)
Tembine, H., Altman, E., El-Azouzi, R., Hayel, Y.: Evolutionary games for predicting the evolution and adaptation of wireless protocols submitted
Tembine, H., Altman, E., El-Azouzi, R.: Delayed evolutionary game dynamics applied to the medium access control. In: Proc. of IEEE BioNetworks, Pisa, IT (2007)
Tembine, H., Altman, E., El-Azouzi, R.: Asymmetric delay in evolutionary games. In: Proc. of ValueTools, Nantes, FR (October 2007)
Foster, J.A.: Evolutionary computation. Nature 2, 428–436 (2001)
Tschudin, C.: Fraglets - a metabolistic execution model for communication protocols. In: Proc. of AINS, Menlo Park, USA (July 2003)
Yamamoto, L., Tschudin, C.: Experiments on the Automatic Evolution of Protocols using Genetic Programming. In: Stavrakakis, I., Smirnov, M. (eds.) WAC 2005. LNCS, vol. 3854, pp. 13–28. Springer, Heidelberg (2006)
Yamamoto, L.: Code Regulation in Open Ended Evolution. In: Ebner, M., O’Neill, M., Ekárt, A., Vanneschi, L., Esparcia-Alcázar, A.I. (eds.) EuroGP 2007. LNCS, vol. 4445, pp. 271–280. Springer, Heidelberg (2007)
Yamamoto, L.: PlasmidPL: A plasmid-inspired language for genetic programming. In: Proc. of EuroGP, Napoli, IT (2008)
Vahdat, A., Becker, D.: Epidemic routing for partially connected ad hoc networks. Technical Report CS-200006, Duke University (April 2000)
Fall, K.: A delay-tolerant network architecture for challenged Internets. In: Proc. of ACM SIGCOMM, Karlsruhe, Germany, pp. 27–34 (2003)
Alouf, S., Carreras, I., Miorandi, D., Neglia, G.: Embedding evolution in epidemic-style forwarding. In: Proc. of IEEE BioNetworks, Pisa, IT (2007)
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Miorandi, D., Carreras, I., Altman, E., Yamamoto, L., Chlamtac, I. (2008). Bio-Inspired Approaches for Autonomic Pervasive Computing Systems. In: Liò, P., Yoneki, E., Crowcroft, J., Verma, D.C. (eds) Bio-Inspired Computing and Communication. BIOWIRE 2007. Lecture Notes in Computer Science, vol 5151. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92191-2_20
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DOI: https://doi.org/10.1007/978-3-540-92191-2_20
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