Search by:
Fuzzy inference based on the theory of questionnaires
Full text (PDF)
UDC: 004.[6+8+94]
Publication Language: Ukrainian
Stuc. intelekt. 2018; 23(1):56-61
Abstract: Decision-making models based on fuzzy output have become widespread in the control of complex systems. With the increasing in the number of fuzzy products in knowledge bases, the task of increasing the effectiveness of fuzzy inference procedures is urgent. In the paper, it is proposed to use the construction of the corresponding questionnaire based on the methods of the questionnaire theory for carrying out the fuzzy logical inference. The correspondence of the structure of the fuzzy knowledge base to the basic characteristics of the questioners is shown, and the implementation of fuzzy output procedures is based on the processing of the questionnaire graph. The results of work can be used in the development of information technology to manage complex systems based on fuzzy logic.
Keywords:
References:
- Shtovba S.D. Proekty`rovany`e nechetky`x sy`stem sredstvamy` MATLAB / S.D. Shtovba – M.:Goryachaya ly`ny`ya – Telekom, 2007. – 288 s.
- Poly`chka A.E. Algory`tmы funkcy`ony`rovany`ya produkcy`onnыx baz znany`j y` opy`sany`e apparatamatematy`cheskogo modely`rovany`ya / A.E. Poly`chka, A.V. Vostry`kova // Эlektronnoe nauchnoey`zdany`e «Uchenыe zametky` TOGU». – 2016. – Tom 7. – # 4. – S. 504-508.
- Gavry`lova T.A. Bazy znany`j y`ntellektual`nyx sy`stem / T.A. Gavry`lova, V.F. Xoroshevsky`j. – SPb.:Py`ter, 2000. – 384 s.
- Pegat A. Nechetkoe modely`rovany`e y` upravleny`e / A. Pegat - M.: BY`NOM. Laboratory`ya znany`j,2009. – 798 s.
- Raky`tyans`ka G. Rozv'yazannya sy`stem nechitky`x logichny`x rivnyan` u zadachax obernenogovy`vedennya / G. Raky`tyans`ka // Visny`k Nacional`nogo universy`tetu "L`vivs`ka politexnika". Seriya:Komp'yuterni nauky` ta informacijni texnologiyi : zbirny`k naukovy`x pracz`. – 2015. – # 826. – S. 248–259.
- Bakaev A.A. Эkspertnye sy`stemy y` logy`cheskoe programmy`rovany`e / A.A. Bakaev,V.Y`. Gry`cenko, D.N. Kozlov. – K.: Nauk. dumka, 1992.–216 s.
- Shushura A.N. Razrabotka mexany`zma obratnogo logy`cheskogo vyvoda na osnove teory`y`voprosny`kov / A.N. Shushura, V.V. Kondrat`ev // Y`skusstvennyj y`ntellekt. –2005. – # 1 –S. 138-144.
- Parxomenko P.P. Teory`ya voprosny`kov / P.P. Parxomenko // Avtomat. y` telemex.. – 1970. – # 4. –S. 140-159.
- Arzhenenko A.Yu. Opty`mal`nye by`narnye voprosny`ky` / A.Yu. Arzhenenko, B.N.Chugaev. – M.:Эnergoatomy`zdat, 1989. –128 s.
- Chugaev B.N. Opty`mal`naya y`denty`fy`kacy`ya sluchajnyx sobyty`j / B.N.Chugaev, A.Yu. Arzhenenko// Эkonomy`ka, staty`sty`ka y` y`nformaty`ka. – 2013. –# 2. –S. 185-187.