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Mechanical analogy of statement networks

  • Wojciech Cholewa

Research output: Contribution to journal › Article › peer-review

7 Citations (Scopus)

Abstract

The paper demonstrates briefly the reasoning capabilities in condition monitoring offered by systems based on statement networks. The usefulness of the networks considered results among others from possibilities of their optimization related to the minimization of contradictions between rules acquired from different knowledge sources. A mechanical analogy of such networks introduces an interpretation of statements as material points that are able to move. Dependencies between statements are considered as approximate necessary and approximate sufficient conditions, which are represented by unilateral constraints imposed on the introduced material points. A model of a dynamic statement network can be obtained out of the network consisting of statements represented by material points with assigned masses, where the inertia of statements may be taken into account. The paper introduces a measure of conditional contradictions of statements, which can be used for monitoring knowledge bases in running expert systems.

Original languageEnglish
Pages (from-to)477-486
Number of pages10
JournalInternational Journal of Applied Mathematics and Computer Science
Volume18
Issue number4
DOIs
Publication statusPublished - 1 Dec 2008

Keywords

  • Belief network
  • Contradictory rules
  • Dynamic statement
  • Statement network

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Engineering (miscellaneous)
  • Applied Mathematics

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