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Towards a Distributed Fuzzy Decision Making System

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Agent and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4953))

Abstract

As many decisions need to be made in enterprises, various Fuzzy Decision Making Systems (FDMS) have been proposed to solve decision making problems. FDMS can be adapted for use with many different problems and they are extensible to cover new problems. The decision making process can also be streamlined by including the benefits of dynamic collaboration. To illustrate this capability this paper proposes a multi-agent framework for FDMS as a distributed fuzzy decision making system (D-FDMS). The multi-agent framework uses fuzzy algorithms as reasoning agents, and applies the architecture concept of Service Oriented Architecture (SOA) which is implemented by web-services. A case study illustrates how this proposed model functions.

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References

  1. Acampora, G., Loia, V.: A proposal of ubiquitous fuzzy computing for Ambient Intelligence. Information Sciences (to be published, 2007)

    Google Scholar 

  2. Ben-Arieh, D., Chen, Z.: Linguistic-Labels Aggregation and consensus measure for autocratic decision making using group recommendations. IEEE Transactions on Systems, Man, and Cybernetics-Part A: system and Humans 36(3) (May 2006)

    Google Scholar 

  3. Christensen, E., Curbera, F., Meredith, G., Weerawarana, S.: Web Services Description Language (WSDL) 1.1. W3C note (March 2001), www.w3.org/TR/wsdl.html

  4. Ding, J.-F., Liang, G.S.: Using fuzzy MCDM to select partners of strategic alliances for linear Shipping. Information Sciences 173, 197–255 (2005)

    Article  MATH  Google Scholar 

  5. Ferber, J.: Multi-agent systems: an introduction to distributed artificial intelligence. Addison- Wesley, Reading (1999)

    Google Scholar 

  6. He, M.H., Leung, H.-f.: Agents in E-commerce: State of the Art. Knowledge and Information System 4, 257–282 (2002)

    Article  Google Scholar 

  7. Herrera, F., Martinez, L.: A Model based on Linguistic 2-tuples for dealing with multigranular Hierarchical Linguistic Contexts in Multi-Expert Decision-Making. IEEE Trans on SMC, Part B 31(2), 227–234 (2001)

    Article  Google Scholar 

  8. Jennings, N., Sycara, K., Wooldridge, M.: A roadmap of agent research and development. Autonomous Agent and Multi-Agent Systems 1, 7–38 (1998)

    Article  Google Scholar 

  9. Jiang, Y.-P., Fan, Z.-P., Ma, J.: A method for group decision making with multi-granularity linguistic assessment information. Information Science (to be published, 2007)

    Google Scholar 

  10. Microsoft developer network (2007), http://msdn.microsoft.com

  11. Nezhad, H.R.M., Benatallah, B., Casati, F., Toumani, F.: Web Services Interoperability specifications. Computer, 24–32 (May 2006)

    Google Scholar 

  12. Olcer, A.I., Odabasi, A.Y.: A new fuzzy multiple attributed group decision making methodology and its application to production/manoeuvring system selection problem. European Journal of Operational Research 166, 93–114 (2005)

    Article  Google Scholar 

  13. Pasi, G., Yager, R.R.: Modeling the concept of majority opinion in group decision making. Information Science 176, 390–414 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  14. Pasley, J.: How BPEL and SOA Are Changing Web Services Development. IEEE Internet Computing, 60–67 (May-June 2005)

    Google Scholar 

  15. Roubens, M.: Fuzzy Sets and Decision Analysis. Fuzzy Sets Syst. 90, 199–206 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  16. Shoham, Y.: What we talk about when talk about software agents. IEEE Intelligent Systems 14(2), 28–31 (1999)

    Article  Google Scholar 

  17. Sirbiladze, G., Gachechiladze, T.: Restored fuzzy measures in expert decision-making. Information Sciences 169, 71–95 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  18. Tzeng, G.-H., Yang, Y.-P.O., Lin, C.-T., Chen, C.-B.: Hierarchical MADM with fuzzy integral for evaluating enterprise intranet web sites. Information Sciences 169, 409–426 (2005)

    Article  MathSciNet  Google Scholar 

  19. Viedma, E.H., Martinez, L., Mata, F., Chiclana, F.: A Consensus Support System Model for Group Decision-Making Problems With Multigranular Linguistic Preference Relations. IEEE Transactions On Fuzzy Systems 13(5) (October 2005)

    Google Scholar 

  20. Yager, R.R.: Ordered weighted averaging aggregation operators in multicriteria decision making. IEEE trans on Systems, Man and Cybernetics 18, 183–190 (1988)

    Article  MATH  MathSciNet  Google Scholar 

  21. Yager, R.R.: Non-numeric multi-criteria multi-person decision making. Group Decision and Negotiation 2, 81–93 (1993)

    Article  Google Scholar 

  22. Yuen, K.K.F., Lau, H.C.W.: A Distributed Fuzzy Qualitative Evaluation System. In: Proceedings of 2006 IEEE / WIC / ACM International Conference on Intelligent Agent Technology, Hong Kong, December 18-22, 2006, pp. 560–563 (2006)

    Google Scholar 

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Ngoc Thanh Nguyen Geun Sik Jo Robert J. Howlett Lakhmi C. Jain

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© 2008 Springer-Verlag Berlin Heidelberg

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Yuen, K.K.F., Lau, H.C.W. (2008). Towards a Distributed Fuzzy Decision Making System. In: Nguyen, N.T., Jo, G.S., Howlett, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2008. Lecture Notes in Computer Science(), vol 4953. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78582-8_11

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  • DOI: https://doi.org/10.1007/978-3-540-78582-8_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-78581-1

  • Online ISBN: 978-3-540-78582-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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