Translate this page:
Nota Bene. Books, journals, publishing technologies.
Please select your language to translate the article


You can just close the window to don't translate ☒
Library
 Your profile
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Back to contents

Software systems and computational methods
Reference:

Sedov V.A., Sedova N.A. Self-evaluation of the quality management system using the fuzzy sets theory

Abstract: in this paper a complex model based on the theory of fuzzy sets is proposed for the automatic analysis of the results of self- evaluation of quality of management system of the structural unit of the university. The model consists of 11 modules, each module is a fuzzyproduction subsystem. The article shows a graphical representation of the membership functions of the input linguistic variables, a fragment of the base of fuzzy productions rules consisting of 125 rules, a sample of surface of fuzzy inference and a demo of the proposed model. The authors use fuzzy inference algorithm, suggested by E. Mamdani, implemented in FuzzyTECH software environment. The novelty of the presented complex fuzzy-production model is in the use of the theory of fuzzy sets, which have not yet been applied in analysis of the results of self-evaluation of quality of management system of the structural unit of the university. Testing of the model on situational examples proved its adequacy in simulated situations.

Keywords:

quality management system, self-evaluation, efficiency evaluation, fuzzy set, fuzzy-production model, linguistic variable, term-set, universal set, fuzzy productions rule, surface of fuzzy inference

This article can be downloaded freely in PDF format for reading. Download article


References
1. Sedova N.A. Razrabotka intellektual'nykh sistem na baze nechetkoy logiki v FuzzyTech (metodicheskie ukazaniya k laboratornoy rabote). Vladivostok: MGU im. adm. G.I. Nevel'skogo, 2012. – 56 s.
2. Leonenkov A.V. Nechetkoe modelirovanie v srede MATLAB i fuzzyTECH. SPb: BKhV-Peterburg, 2005 – 736 s.
3. Ovcharenko A.G., Val'ter Yu.R. K voprosu otsenki effektivnosti sistemy menedzhmenta kachestva vuza // Standarty i kachestvo [Elektronnyy resurs]. – Rezhim dostupa: http://ria-stk.ru/stq/adetail.php?ID=48362.
4. Standart organizatsii. Sistema menedzhmenta kachestva. STO 8.4.01-2010. Samootsenka sistemy menedzhmenta kachestva s vklyucheniem akkreditatsionnykh pokazateley. – Vladivostok: MGU im. adm. G.I. Nevel'skogo, 2011. – 38 s.
5. Emaletdinova L.Yu., Novikova S.V. Avtomaticheskaya generatsiya sistemy nechetkogo vyvoda tipa Mamdani na osnove sushchestvuyushchey sistemy tipa Takagi-Sugeno // Programmnye sistemy i vychislitel'nye metody, 2013. – ¹ 2, s. 151-159.
6. Borovskiy A.S. Modeli otsenki zashchishchennosti potentsial'no – opasnykh ob'ektov ot ugroz s ispol'zovaniem ekspertnoy informatsii v nechetkoy forme // Kibernetika i programmirovanie.-2013.-4.-C. 14-45. DOI: 10.7256/2306-4196.2013.4.9593. URL: http://www.e-notabene.ru/kp/article_9593.html
7. Katasev A.S., Emaletdinova L.Yu. Nechetko-produktsionnaya kaskadnaya model' diagnostiki sostoyaniya slozhnogo ob'ekta // Programmnye sistemy i vychislitel'nye metody, 2013. – ¹ 1, s. 69-81.
8. Novikova N.V. Sistema menedzhmenta kachestva v Morskom gosudarstvennom universitete im. adm. G.I. Nevel'skogo: dostizheniya i puti razvitiya // Transportnoe delo Rossii, 2011. – ¹ 2, s. 175-177.
9. Sirotkin G.V. Nedostatki sovremennykh sistem menedzhmenta kachestva i vozmozhnyy sposob ikh ustraneniya // Prikaspiyskiy zhurnal: upravlenie i vysokie tekhnologii, 2013. – ¹ 1(21), s. 145-150.
Nota Bene
 
For authors
 
Other
 
Our sites
© 1998 – 2024 Nota Bene. Publishing Technologies. NB-Media Ltd.