Rough-fuzzy-neurocomputing based on rough mereological calculus of granules

  • Authors:

  • Lech Polkowski;Maria Semeniuk-Polkowska

  • Affiliations:

  • Polish-Japanese Institute of Information Technology, Dept. Math. Computer Science, University of Warmia and Mazury;Chair of Formal Lingustics, Warsaw University

  • Venue:
  • Design and application of hybrid intelligent systems
  • Year:
  • 2003

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Abstract

In this paper, we propese a scheme for merging rough, fuzzy, and cognitive (neural) computation methods. The underlying paradigm is that of rough mereology. Rough inclusions that are Iogical connectives of rough mereology allow for constructing granules of knowledge that constitute elementary objects for calculi merging rough, fuzzy and neural schemes.