title: |
Redundancies in systems of fuzzy/linguistic IF-THEN rules |
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publication: |
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part of series: |
Advances in Intelligent Systems Research | |
| pages: | 1022 - 1029 | |
DOI: |
To be assigned soon (how to use a DOI) | |
author(s): |
Anton¨ªn Dvor¨¢k, Martin Stepnicka, Lenka Vavr¨ªckov¨¢ |
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publication date: |
July 2011 |
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keywords: |
Redundancy, Fuzzy rules, Linguistic
description, Perception-based logical deduction |
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abstract: |
In this paper we will investigate which
fuzzy/linguistic rules are redundant in systems of
such rules called linguistic descriptions. We present
a formal definition of redundancy and show that
rules which are seemingly redundant can be in fact
indispensable. These results apply for IF-THEN
rules which use evaluative linguistic expressions
(e.g., small, very big, etc.) and inference method
called perception-based logical deduction (PbLD).
However, they are also valid for inference systems
which use compatible design choices with PbLD. |
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copyright: |
©
Atlantis Press. This article is distributed under the
terms of the Creative Commons Attribution License, which permits
non-commercial use, distribution and reproduction in any medium,
provided the original work is properly cited. |
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full text: |