Fuzzy Inference Systems Preserving Moser-Navara Axioms

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F18%3AA1901LI1" target="_blank" >RIV/61988987:17610/18:A1901LI1 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1016/j.fss.2017.11.005" target="_blank" >http://dx.doi.org/10.1016/j.fss.2017.11.005</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.fss.2017.11.005" target="_blank" >10.1016/j.fss.2017.11.005</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Fuzzy Inference Systems Preserving Moser-Navara Axioms

Popis výsledku v původním jazyce

This paper is a short note contribution to the topic of fuzzy relational inference systems and the preservation of their desirable properties. It addresses the two main fuzzy relational inferences - compositional rule of inference (CRI) and the Bandler-Kohout subproduct (BK-subproduct) - and their combination with two fundamental fuzzy relational models of fuzzy rule bases, namely, the Mamdani-Assilian and the implicative models.The goal of this short note article is twofold. Firstly, we show that the robustness related to the combination of BK-subproduct and implicative fuzzy rule base model was not proven correctly in [24]. However, we will show that the result itself is still valid and a valid proof will be provided. Secondly, we shortly discuss the preservation of desirable properties of fuzzy inference systems and conclude that neither the above mentioned robustness nor any other computational advantages should automatically lead to a preference of the combinations of CRI with Mamdani-Assilian models or of the BK-subproduct with the implicative models.

Název v anglickém jazyce

Fuzzy Inference Systems Preserving Moser-Navara Axioms

Popis výsledku anglicky

This paper is a short note contribution to the topic of fuzzy relational inference systems and the preservation of their desirable properties. It addresses the two main fuzzy relational inferences - compositional rule of inference (CRI) and the Bandler-Kohout subproduct (BK-subproduct) - and their combination with two fundamental fuzzy relational models of fuzzy rule bases, namely, the Mamdani-Assilian and the implicative models.The goal of this short note article is twofold. Firstly, we show that the robustness related to the combination of BK-subproduct and implicative fuzzy rule base model was not proven correctly in [24]. However, we will show that the result itself is still valid and a valid proof will be provided. Secondly, we shortly discuss the preservation of desirable properties of fuzzy inference systems and conclude that neither the above mentioned robustness nor any other computational advantages should automatically lead to a preference of the combinations of CRI with Mamdani-Assilian models or of the BK-subproduct with the implicative models.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10102 - Applied mathematics

Projekt

<a href="/cs/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2018

Kód důvěrnosti údajů

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

Název periodika

FUZZY SET SYST

ISSN

0165-0114

e-ISSN

—

Svazek periodika

338

Číslo periodika v rámci svazku

1 May

Stát vydavatele periodika

NL - Nizozemsko

Počet stran výsledku

20

Strana od-do

97-116

Kód UT WoS článku

000427471500006

EID výsledku v databázi Scopus

2-s2.0-85033452345