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Dynamical statement networks

  • Wojciech Cholewa

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

This paper addresses dynamics in diagnostic expert systems. The introduced dynamic statement network may be used not only in static diagnosing systems but also in dynamic monitoring systems.Within these networks, statements consist of contents and values. Statement values are based on a concept introduced in intuitionistic fuzzy sets, i.e. they contain independent belief about validity and invalidity of information presented by statement contents. The relationships between statements are modelled in the form of a set of necessary as well as sufficient conditions. The author compared requirements placed against static and dynamic statement networks and devised a manner in which a static network may be transformed into a dynamic one which, in turn, facilitates non-monotonic reasoning required for monitoring systems.

Original languageEnglish
Title of host publicationApplied Non-Linear Dynamical Systems
EditorsJan Awrejcewicz, Jan Awrejcewicz
PublisherSpringer New York LLC
Pages351-361
Number of pages11
ISBN (Electronic)9783319082653
DOIs
Publication statusPublished - 2014
Event12th International Conference on Dynamical Systems-Theory and Applications, DSTA 2013 - Łódź, Poland
Duration: 2 Dec 20135 Dec 2013

Publication series

NameSpringer Proceedings in Mathematics and Statistics
Volume93
ISSN (Print)2194-1009
ISSN (Electronic)2194-1017

Conference

Conference12th International Conference on Dynamical Systems-Theory and Applications, DSTA 2013
Country/TerritoryPoland
CityŁódź
Period2/12/135/12/13

Keywords

  • Diagnostic reasoning
  • Expert system
  • Intuitionistic network
  • Knowledge base

ASJC Scopus subject areas

  • General Mathematics

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