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Fuzzy Regression with Quadratic Programming: An Application to Financial Data.

Authors :
Corchado, Emilio
Yin, Hujun
Botti, Vicente
Fyfe, Colin
Donoso, Sergio
Marín, Nicolás
Vila, M. Amparo
Source :
Intelligent Data Engineering & Automated Learning - IDEAL 2006; 2006, p1304-1311, 8p
Publication Year :
2006

Abstract

The fuzzy approach to regression has been traditionally considered as a problem of linear programming. In this work, we introduce a variety of models founded on quadratic programming together with a set of indices useful to check the quality of the obtained results. In order to test the validness of our proposal, we have done an empirical study and we have applied the models in a case with financial data: the Chilean COPEC Company stock price. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540454854
Database :
Complementary Index
Journal :
Intelligent Data Engineering & Automated Learning - IDEAL 2006
Publication Type :
Book
Accession number :
32914284
Full Text :
https://doi.org/10.1007/11875581_155