Abstract
This paper introduces the multi-agent systems paradigm and presents some industrial applications of this AI approach, namely in manufacturing, handling and logistics domains. The road-blockers for the current weak adoption of this technology in industry are also discussed, and finally the current trends and several future challenges are pointed out to increase the wider dissemination and acceptance of the multi-agent technology in industry.
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References
Ferber, J.: Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence. Addison-Wesley Professional (1999)
Harper, C.N., Davis, L.: Evolutionary computation at American Air Liquide. In: Evolutionary Computation in Practice, pp. 313–317 (2008)
Himoff, J., Skobelev, P., Wooldridge, M.: Magenta technology: multi-agent systems for industrial logistics. In: AAMAS 2005 Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 60–66 (2005)
Leitão, P.: Agent-based distributed manufacturing control: A state-of-the-art survey. Engineering Applications of Artificial Intelligence 22(7), 979–991 (2009)
Maturana, F.P., Staron, R.J., Hall, K.H., Tichý, P., Šlechta, P., Mařík, V.: An intelligent agent validation architecture for distributed manufacturing organizations. In: Camarinha-Matos, L. (ed.) Emerging Solutions for Future Manufacturing Systems, pp. 81–90 (2004)
Mařík, V., McFarlane, D.: Industrial adoption of agent-based technologies. IEEE Intelligent Systems 20(1), 27–35 (2005)
McCarthy, J.: What is artificial intelligence (2007), http://www-formal.stanford.edu/jmc/whatisai/whatisai.html
Monostori, L., Váncza, J., Kumara, S.: Agent-based systems for manufacturing. CIRP Annals - Manufacturing Technology 55(2), 697–720 (2006)
Schild, K., Bussmann, S.: Self-organization in manufacturing operations. Communications of the ACM 50(12), 74–79 (2007)
Wooldridge, M.: An Introduction to Multi-Agent Systems. John Wiley & Sons, Inc., New York (2002)
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Leitao, P. (2013). Multi-agent Systems in Industry: Current Trends & Future Challenges. In: Kelemen, J., Romportl, J., Zackova, E. (eds) Beyond Artificial Intelligence. Topics in Intelligent Engineering and Informatics, vol 4. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34422-0_13
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DOI: https://doi.org/10.1007/978-3-642-34422-0_13
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-34421-3
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