<abstract xml:lang="en" xmlns="http://www.w3.org/1999/xhtml"><p>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.</p></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.

Mechanical Analogy of Statement Networks

Faculty of Mechanical Engineering, Silesian University of Technology, ul. Konarskiego 18a, 44-100 Gliwice, Poland

International Journal of Applied Mathematics and Computer Science

{"article-title":"Mechanical Analogy of Statement Networks"}

The paper demonstrates briefly the reasoning capabilities in condition monitoring offered by systems based on statement networks. The usefulness of the...

Mechanical Analogy of Statement Networks

Published Online: Dec 30, 2008

Page range: 477 - 486

DOI: https://doi.org/10.2478/v10006-008-0042-7

Keywords
statement network, dynamic statement, contradictory rules, belief network

This content is open access.

Mechanical Analogy of Statement Networks

Published Online: Dec 30, 2008

Page range: 477 - 486

DOI: https://doi.org/10.2478/v10006-008-0042-7

Keywordsstatement network, dynamic statement, contradictory rules, belief network

This content is open access.

Keywords
statement network, dynamic statement, contradictory rules, belief network