The role of distance/similarity measures in the linguistic approximation of triangular fuzzy numbers

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15210%2F16%3A33159928" target="_blank" >RIV/61989592:15210/16:33159928 - isvavai.cz</a>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

The role of distance/similarity measures in the linguistic approximation of triangular fuzzy numbers

Popis výsledku v původním jazyce

Linguistic approximation is a common way of translating the outputs of mathematical models in the expressions in common language. These can then provide an easy-to-understand alternative to the numerical outputs of formal models. As such linguistically approximated outputs can facilitate the interpretability of the outputs of the models and reduce their possibility misuse. However, linguistic approximation remains an underresearched area and best practices in management, economics, decision support, social science and behavioural research are missing. The paper explores the performance of two selected distance measures of fuzzy numbers and two different fuzzy similarity measures in the context of linguistic approximation. Triangular fuzzy numbers are considered as the approximated entities, their symmetry is not required. We present the results of a numerical experiment performed to map the behaviour of the four distance/similarity measures under uniform output linguistic scales.

Název v anglickém jazyce

The role of distance/similarity measures in the linguistic approximation of triangular fuzzy numbers

Popis výsledku anglicky

Linguistic approximation is a common way of translating the outputs of mathematical models in the expressions in common language. These can then provide an easy-to-understand alternative to the numerical outputs of formal models. As such linguistically approximated outputs can facilitate the interpretability of the outputs of the models and reduce their possibility misuse. However, linguistic approximation remains an underresearched area and best practices in management, economics, decision support, social science and behavioural research are missing. The paper explores the performance of two selected distance measures of fuzzy numbers and two different fuzzy similarity measures in the context of linguistic approximation. Triangular fuzzy numbers are considered as the approximated entities, their symmetry is not required. We present the results of a numerical experiment performed to map the behaviour of the four distance/similarity measures under uniform output linguistic scales.

Druh

D - Stať ve sborníku

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2016

Kód důvěrnosti údajů

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

Název statě ve sborníku

Knowledge for Market Use 2016: Our Interconnected and Divided World

ISBN

978-80-87533-14-7

ISSN

—

e-ISSN

—

Počet stran výsledku

8

Strana od-do

539-546

Název nakladatele

Societas Scientiarum Olomucensis II

Místo vydání

Olomouc

Místo konání akce

Olomouc

Datum konání akce

8. 9. 2016

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

—