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Semidefinite Programming-Based Method for Implementing Linear Fitting to Interval-Valued Data

Published in IGI Global eBooks • May 24, 2012
NobleIDNI2P89W31R85S65
Authors:
Minghuang Li
,
Fusheng Yu

Abstract

Building a linear fitting model for a given interval-valued data set is challenging since the minimization of the residue function leads to a huge combinatorial problem. To overcome such a difficulty, this article proposes a new semidefinite programming-based method for implementing linear fitting t...

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