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JOURNALS // Diskretnyi Analiz i Issledovanie Operatsii // Archive

Diskretn. Anal. Issled. Oper., 2012 Volume 19, Issue 6, Pages 72–98 (Mi da713)

This article is cited in 3 papers

Decomposition of underdetermined data

L. A. Sholomov

Institute of System Analysis RAS, Moscow, Russia

Abstract: For any underdetermined source in general form, we consider its decomposition as product of sources generating symbols 0, 1, and the indefinite symbol $*$. Also, we learn best approximate (in a prescribed sense) decomposition if correct decomposition is impossible. It is proved that the best approximate decomposition always exists and is unique up to some equivalence (for the decomposable source, it coincides with its decomposition). A polynomial algorithm to construct the approximate decomposition is proposed. Several problems related to simplifications and equivalent transformations of decompositions are studied. For them, some polynomial algorithms are proposed. Tabl. 4, bibliogr. 8.

Keywords: underdetermined source, information equivalence, decomposition, lower approximation, polynomial algorithm.

UDC: 519.728

Received: 16.01.2012
Revised: 09.04.2012


 English version:
Journal of Applied and Industrial Mathematics, 2013, 7:1, 100–116

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