PROPERTIES OF CERTAIN FUZZY LINEAR-REGRESSION METHODS

Authors
REDDEN DT WOODALL WH
Citation
Dt. Redden et Wh. Woodall, PROPERTIES OF CERTAIN FUZZY LINEAR-REGRESSION METHODS, Fuzzy sets and systems, 64(3), 1994, pp. 361-375
Citations number
12
Categorie Soggetti
Computer Sciences, Special Topics","System Science",Mathematics,"Statistic & Probability",Mathematics,"Computer Science Theory & Methods
Journal title
Fuzzy sets and systems → ACNP
ISSN journal
01650114
Volume
64
Issue
3
Year of publication
1994
Pages
361 - 375
Database
ISI
SICI code
0165-0114(1994)64:3<361:POCFLM>2.0.ZU;2-T
Abstract
Fuzzy linear regression was originally introduced by Tanaka, Uejima. a nd Asai [IEEE Trans. Systems Man. Cybern. 12 (1982) 903 907]. In subse quent years, several different approaches to fuzzy linear regression h ave been proposed. The purpose of this paper is to review and examine some of these formulations, to discuss their strengths and weaknesses relative to each other, and to suggest possible improvements. In addit ion, we compare and contrast these methods to the method of ordinary l east squares regression.