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JOURNALS // Siberian Journal of Pure and Applied Mathematics // Archive

Vestn. Novosib. Gos. Univ., Ser. Mat. Mekh. Inform., 2010 Volume 10, Issue 2, Pages 118–134 (Mi vngu45)

This article is cited in 1 paper

In Regular Intervals Fuzzy Model of Linear Regression

I. V. Ponomarev, V. V. Slavsky

Altai State Pedagogical Academy

Abstract: In this paper the fuzzy and ordinary model in the case of simple linear regression is studied. The geometrical interpretation of fuzzy model and its comparing with ordinary model of simple linear regression are given. The computing complexity of fuzzy model of linear regression is investigated. The effective algorithms of the decision having complexity of the orders $O (n\log n) $, $O (n^2) $, and their realization in MatLab are indicated.

Keywords: fuzzy linear regression model, computational complexity.

UDC: 519.254

Received: 16.10.2008


 English version:
Journal of Mathematical Sciences, 2012, 186:3, 478–494


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