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Computer Research and Modeling, 2014, Volume 6, Issue 2, Pages 189–202
DOI: https://doi.org/10.20537/2076-7633-2014-6-2-189-202
(Mi crm313)
 

This article is cited in 1 scientific paper (total in 1 paper)

MATHEMATICAL MODELING AND NUMERICAL SIMULATION

Effective rank of a problem of function estimation based on measurement with an error of finite number of its linear functionals

A. I. Chulichkov, B. Yuan

Faculty of Physics, M. V. Lomonosov Moscow State University, Moscow 119991, Russia
Full-text PDF (360 kB) Citations (1)
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Abstract: The problem of restoration of an element $f$ of Euclidean functional space $L^2( X )$ based on the results of meas-urements of a finite set of its linear functionals, distorted by (random) error is solved. A priori data aren't assumed. Family of linear subspaces of the maximum (effective) dimension for which the projections of element f to them allow estimates with a given accuracy, is received. The effective rank $\rho(\delta)$ of the estimation problem is defined as the function equal to the maximum dimension of an orthogonal component $Pf$ of the element $f$ which can be estimated with a error, which is not surpassed the value $\delta$. The example of restoration of a spectrum of radiation based on a finite set of experimental data is given.
Keywords: mathematical model of measurement, measurement reduction, spectrometry, optimum decisions, singular decomposition, effective rank.
Received: 12.02.2014
Revised: 10.04.2014
Document Type: Article
UDC: 519.7
Language: Russian
Citation: A. I. Chulichkov, B. Yuan, “Effective rank of a problem of function estimation based on measurement with an error of finite number of its linear functionals”, Computer Research and Modeling, 6:2 (2014), 189–202
Citation in format AMSBIB
\Bibitem{ChuYua14}
\by A.~I.~Chulichkov, B.~Yuan
\paper Effective rank of a problem of function estimation based on measurement with an error of finite number of its linear functionals
\jour Computer Research and Modeling
\yr 2014
\vol 6
\issue 2
\pages 189--202
\mathnet{http://mi.mathnet.ru/crm313}
\crossref{https://doi.org/10.20537/2076-7633-2014-6-2-189-202}
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  • https://www.mathnet.ru/eng/crm313
  • https://www.mathnet.ru/eng/crm/v6/i2/p189
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Computer Research and Modeling
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    Abstract page:85
    Full-text PDF :47
    References:16
     
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