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Designing and Evaluating an Adaptive Trading Agent for Supply Chain Management

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Agent-Mediated Electronic Commerce. Designing Trading Agents and Mechanisms (AMEC 2005, TADA 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3937))

Abstract

This paper describes the design and evaluation of SouthamptonSCM, a finalist in the 2004 International Trading Agent Supply Chain Management Competition (TAC SCM). In particular, we focus on the way in which our agent sets its prices according to the prevailing market situation and its own inventory level (because this adaptivity and flexibility are the key components of its success). Specifically, we analyse our pricing model’s performance both in the actual competition and in controlled experiments. Through this evaluation, we show that SouthamptonSCM performs well across a broad range of environments.

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References

  1. Collins, J., Arunachalam, R., et al.: The supply chain management game for the 2005 trading agent competition. Technical Report CMU-ISRI-04-139, School of Computer Science, Carnegie Mellon University (December 2004)

    Google Scholar 

  2. Dahlgren, E., Wurman, P.R.: PackaTAC: A conservative trading agent. SIGecom Exchanges 4(3), 33–40 (2004)

    Article  Google Scholar 

  3. He, M., Jennings, N.R.: Designing a successful trading agent: A fuzzy set approach. IEEE Transactions on Fuzzy Systems 12(3), 389–410 (2004)

    Article  Google Scholar 

  4. He, M., Jennings, N.R., Leung, H.F.: On agent-mediated electronic commerce. IEEE Transactions on Knowledge and Data Engineering 15(4), 985–1003 (2003)

    Article  Google Scholar 

  5. He, M., Leung, H.F., Jennings, N.R.: A fuzzy logic based bidding strategy for autonomous agents in continuous double auctions. IEEE Transactions on Knowledge and Data Engineering 15(6), 1345–1363 (2003)

    Article  Google Scholar 

  6. Kumar, K.: Technology for supporting supply-chain management. Comms. of the ACM 44(6), 58–61 (2001)

    Article  Google Scholar 

  7. Luo, X., Jennings, N.R., Shadbolt, N., Leung, H.F., Lee, J.H.M.: A fuzzy constraint based model for bilateral, multi-issue negotiation in semi-competitive environments. Artificial Intelligence 148(1-2), 53–102 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  8. Sugeno, M.: An introductory survey of fuzzy control. Information Sciences 36, 59–83 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  9. Wellman, M.P., Estelle, J., Singh, S., et al.: Strategic interactions in a supply chain game. Computational Intelligence 21(1), 1–26 (2005)

    Article  MathSciNet  Google Scholar 

  10. Yen, J.: Fuzzy logic — a modern perspective. IEEE Trans. Knowledge and Data Engineering 11(1), 153–165 (1999)

    Article  Google Scholar 

  11. Zimmermann, H.-J.: Fuzzy Set Theory and Its Applications, ch. 11, pp. 203–240. Kluwer Academic Publishers, Dordrecht (1996)

    Book  Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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He, M., Rogers, A., David, E., Jennings, N.R. (2006). Designing and Evaluating an Adaptive Trading Agent for Supply Chain Management. In: La Poutré, H., Sadeh, N.M., Janson, S. (eds) Agent-Mediated Electronic Commerce. Designing Trading Agents and Mechanisms. AMEC TADA 2005 2005. Lecture Notes in Computer Science(), vol 3937. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11888727_11

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  • DOI: https://doi.org/10.1007/11888727_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-46242-2

  • Online ISBN: 978-3-540-46243-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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