Fast decomposition on proper vectors in multidimensional space

A recursive method to obtain proper vectors for a data set representation is proposed. This method faster than Karhunen-Loève expansion in SVD-realization for multidimensional space.

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Bibliographic Details
Published in:Journal of physics. Conference series 2020-12, Vol.1683 (2), p.22015
Main Authors: Gerasimov, D N, Morgunova, S B
Format: Article
Language:English
Subjects:
Mathematical analysis
Physics
Recursive methods
Vectors (mathematics)
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Online Access:Get full text
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Description
Summary:A recursive method to obtain proper vectors for a data set representation is proposed. This method faster than Karhunen-Loève expansion in SVD-realization for multidimensional space.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1683/2/022015