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Adapting Granular Rough Theory to Multi-agent Context

  • Bo Chen
  • Mingtian Zhou
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 2639)

Abstract

The present paper focuses on adapting the Granular Rough Theory to a Multi-Agent system. By transforming the original triple form atomic granule into a quadruple, we encapsulate agent-specific viewpoint into information granules to mean “an agent knows/believes that a given entity has the attribute type with the specific value”. Then a quasi-Cartesian qualitative coordinate system named Granule Space is defined to visualize information granules due to their agent views, entity identities and attribute types. We extend Granular Rough Theory into new versions applicable to the 3-D information cube based M-Information System. Then challenges in MAS context to rough approaches are analyzed, in forms of an obvious puzzle. Though leaving systematic solutions as open issues, we suggest auxiliary measurements to alleviate, at least as tools to evaluate, the invalidity of rough approach in MAS.

Keywords

Granule Space Information Cube M-Information System Granular Rough Theory 

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References

  1. 1.
    Chen Bo, Zhou Mingtian, A Pure Mereological Approach to Roughness. Accepted by RSFDGrC’2003.Google Scholar
  2. 2.
    Polkowski L., Skowron A., Approximate Reasoning about Complex Objects in Distributed Systems: Rough Mereological Formalization. Extended Version for lecture delivered at the Workshop: Logic, Algebra and Computer Science (LACS), Banach International Mathematical Center, Warsaw, December 16, 1996.Google Scholar
  3. 3.
    Skowron A., Polkowski L., Rough Mereological Foundations for Design, Analysis, Synthesis, and Control in Distributed Systems. Information Sciences, Elsevier Science Inc., 1998.Google Scholar
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    Polkowski L., Skowron A., Rough Mereology: A new paradigm for approximate reasoning. International Journal of Approximate Reasoning 15/4, pp 333–365.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2003

Authors and Affiliations

  • Bo Chen
    • 1
  • Mingtian Zhou
    • 1
  1. 1.Microcomputer Institute, School of Computer Science & EngineeringUniversity of Electronic Science & Technology of ChinaChengdu

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