Z -Distance Based IF-THEN Rules
Joint Authors
Aliev, Rafik
Huseynov, Oleg H.
Zulfugarova, R. X.
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-27
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Decision making, reasoning, and analysis in real-world problems are complicated by imperfect information.
Real-world imperfect information is mainly characterized by two features.
In view of this, Professor Zadeh suggested the concept of a Z-number as an ordered pair Z=(A,B) of fuzzy numbers A and B, the first of which is a linguistic value of a variable of interest, and the second one is a linguistic value of probability measure of the first one, playing a role of its reliability.
The concept of distance is one of the important concepts for handling imperfect information in decision making and reasoning.
In this paper, we, for the first time, apply the concept of distance of Z-numbers to the approximate reasoning with Z-number based IF-THEN rules.
We provide an example on solving problem related to psychological issues naturally characterized by imperfect information, which shows applicability and validity of the suggested approach.
American Psychological Association (APA)
Aliev, Rafik& Huseynov, Oleg H.& Zulfugarova, R. X.. 2016. Z -Distance Based IF-THEN Rules. The Scientific World Journal،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1120302
Modern Language Association (MLA)
Aliev, Rafik…[et al.]. Z -Distance Based IF-THEN Rules. The Scientific World Journal No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1120302
American Medical Association (AMA)
Aliev, Rafik& Huseynov, Oleg H.& Zulfugarova, R. X.. Z -Distance Based IF-THEN Rules. The Scientific World Journal. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1120302
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1120302