DocumentCode
345014
Title
Fuzzy goal programming for solving fuzzy regression equation
Author
Tsaur, Ruey-Chyn ; Wang, Hsiao-Fan
Author_Institution
Dept. of Ind. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume
1
fYear
1999
fDate
22-25 Aug. 1999
Firstpage
11
Abstract
The range of a fuzzy regression interval is decided by the collected data and a confidence level, h. Since this confidence level is an overall attitude toward the collected data, if the possibility of occurrence of each datum can be revealed, which can be done by data analysis, then regression analysis should be more precisely done. Therefore, fuzzy goal programming method is proposed in this case to solve a fuzzy regression equation without giving value h. Numerical examples are provided for illustration.
Keywords
fuzzy set theory; mathematical programming; statistical analysis; confidence level; fuzzy goal programming; fuzzy regression interval; regression analysis; Data analysis; Equations; Predictive models; Regression analysis; Shape; Upper bound; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
Conference_Location
Seoul, South Korea
ISSN
1098-7584
Print_ISBN
0-7803-5406-0
Type
conf
DOI
10.1109/FUZZY.1999.794347
Filename
794347
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