Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F10%3AA1100YEQ" target="_blank" >RIV/61988987:17610/10:A1100YEQ - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method
Original language description
This paper is devoted to the original idea of fuzzy control --- to apply genuine linguistic description of a control strategy. We present the concept of fuzzy logic control which differs from the generally used techniques (based on Mamdani-Assilian or Takagi-Sugeno rules). The leading idea is to ``teach'' computer to ``understand'' genuine linguistic description of a control strategy and follow it analogously as people do. Our technique applies mathematical theory of the meaning of special expressions of natural language and mathematical theory of formal logical deduction on the basis of (vague) linguistic descriptions. The result is a specific control technique which has several advantages, namely intelligibility, robustness, generality, and also adaptation and learning. We present several examples and mention practical applications.
Czech name
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Czech description
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Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Computational Intelligence for Knowledge-Based Systems Design
ISBN
3-642-14048-3
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
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Publisher name
Springer
Place of publication
Berlin
Event location
Dortmund
Event date
Jun 28, 2010
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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