Ordering of fuzzy numbers through linguistic approximation based on Bonissone's two step method

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15210%2F15%3A33154880" target="_blank" >RIV/61989592:15210/15:33154880 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Ordering of fuzzy numbers through linguistic approximation based on Bonissone's two step method

Popis výsledku v původním jazyce

Linguistic approximation is a suitable way of transforming mathematical outputs into words that can be easily used and understood by laymen. The methods for linguistic approximation range from simple distance based ones to more complex methods aspiring on finding high semantic match between the approximated output and its linguistic label. This paper builds on Bonissone's proposal of a two step method for linguistic approximation based on a pattern recognition approach. It suggests an algorithm for finding a partial ordering of fuzzy numbers utilizing the partial results from the two step method. As such it proposes a means of finding a partial ordering of fuzzy numbers through linguistic approximation. The proposed algorithm is showcased on several numerical examples and its performance is briefly discussed.

Název v anglickém jazyce

Ordering of fuzzy numbers through linguistic approximation based on Bonissone's two step method

Popis výsledku anglicky

Linguistic approximation is a suitable way of transforming mathematical outputs into words that can be easily used and understood by laymen. The methods for linguistic approximation range from simple distance based ones to more complex methods aspiring on finding high semantic match between the approximated output and its linguistic label. This paper builds on Bonissone's proposal of a two step method for linguistic approximation based on a pattern recognition approach. It suggests an algorithm for finding a partial ordering of fuzzy numbers utilizing the partial results from the two step method. As such it proposes a means of finding a partial ordering of fuzzy numbers through linguistic approximation. The proposed algorithm is showcased on several numerical examples and its performance is briefly discussed.

Druh

D - Stať ve sborníku

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

CINTI 2015, 16th IEEE International Symposium on Computational Intelligence and Informatics, 19-21 November, 2015, Budapest, Hungary,

ISBN

978-1-4673-8520-6

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

285-290

Název nakladatele

Institute of Electrical and Electronics Engineers Inc.

Místo vydání

Budapest

Místo konání akce

Budapest, Hungary

Datum konání akce

19. 11. 2015

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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