Abstract
Motivated by demands from the commercial world for software systems that can assist in the reorganisation of processes for the purpose of reducing business complexity, we discuss the benefits and challenges of the multi-agent approach. We concentrate on the engineering aspects of large scale multi-agent systems and begin our exploration by focusing on a real world example from the call centre industry. The critical call routing process seems appropriate and useful in presenting our ideas and provides a good starting point for the development of agent organisations capable of self-management and coordination. The main contributions of this work can be summarised as the demonstration of the value of agent organisational models that do not replicate the typical hierarchical structures observed in human organisations and that a quite basic peer-to-peer structure produces very similar performance indicators to a mature simulator that uses conventional techniques, suggesting further improvements may readily be realized.
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Androutsellis-Theotokis, S., Spinellis, D.: A survey of peer-to-peer content distribution technologies. In: ACM Computing Surveys (CSUR), vol. 36, pp. 335–371. ACM Press, New York (2004)
Bellifemine, F., Poggi, A., Rimassa, G.: Jade: a fipa2000 compliant agent development environment. In: AGENTS 2001: Proceedings of the fifth international conference on Autonomous agents, pp. 216–217. ACM, New York (2001)
Crespo, A., Molina, H.G.: Semantic overlay networks for p2p systems. In: Agents and Peer-to-Peer Computing, pp. 1–13. Springer, Heidelberg (2002)
Di Caro, G., Ducatelle, F., Gambardella, L.: Swarm intelligence for routing in mobile ad hoc networks. In: Proceedings IEEE Swarm Intelligence Symposium 2005, pp. 76–83. IEEE Computer Society, Los Alamitos (2005)
Dorigo, M., Caro, G.D., Gambardella, L.M.: Ant algorithms for discrete optimization. Artificial Life 5(2), 137–172 (1999)
Grizard, A., Vercouter, L., Stratulat, T., Muller, G.: A peer-to-peer normative system to achieve social order. In: Noriega, P., Vázquez-Salceda, J., Boella, G., Boissier, O., Dignum, V., Fornara, N., Matson, E. (eds.) COIN 2006. LNCS (LNAI), vol. 4386, pp. 274–289. Springer, Heidelberg (2007)
Helsinger, A., Thome, M., Wright, T.: Cougaar: a scalable, distributed multi-agent architecture. In: IEEE International Conference on Systems, Man and Cybernetics, vol. 2, pp. 1910–1917. IEEE, Los Alamitos (2004)
Holland, J.H.: Hidden Order: How Adaptation Builds Complexity. The Perseus Books Group (1995) ISBN-13: 9780201407938
Koole, G.: Call center mathematics: A scientific method for understanding and improving contact centers, http://www.math.vu.nl/~koole/ccmath/book.pdf (Verified 20080520)
Lilja, D.J.: Measuring computer performance: a practitioner’s guide. Cambridge University Press, New York (2000)
Michael, C.M.M., North, J.: Managing Business Complexity — Discovering Strategic Solutions with Agent-Based Modelling and Simulation. Oxford University Press, Oxford (2007)
Miralles, J.C., López-Sánchez, M., Esteva, M.: Multi-agent system adaptation in a peer-to-peer scenario. In: SAC 2009: Proceedings of the 2009 ACM symposium on Applied Computing, pp. 735–739. ACM, New York (2009)
Norman, T., Jennings, N.R., Faratin, P., Mamdani, E.H.: Designing and implementing a multi-agent architecture for business process management. In: Jennings, N.R., Wooldridge, M.J., Müller, J.P. (eds.) ECAI-WS 1996 and ATAL 1996. LNCS, vol. 1193, pp. 261–275. Springer, Heidelberg (1997)
Petrie, C., Bussler, C., Survey, A.: Service agents and virtual enterprises: A survey. Survey, Internet Computing, 7 (July/August 2003)
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Traskas, D., Padget, J. (2009). Engineering Agent Organisations in a Business Environment. In: Aldewereld, H., Dignum, V., Picard, G. (eds) Engineering Societies in the Agents World X. ESAW 2009. Lecture Notes in Computer Science(), vol 5881. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-10203-5_5
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DOI: https://doi.org/10.1007/978-3-642-10203-5_5
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