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Avtomatika i Telemekhanika, 2005, Issue 6, Pages 38–46 (Mi at1383)  

This article is cited in 69 scientific papers (total in 69 papers)

Deterministic Systems

Gradient methods for nonstationary unconstrained optimization problems

A. Yu. Popkov

Institute of Systems Analysis, Russian Academy of Sciences, Moscow, Russia
References:
Abstract: Problems of unconstrained optimization with an objective function depending on a scalar parameter (time) are considered. The solution of these problems also depends on time and any numerical method must keep track of this dependence. For the solution of such nonstationary problems, a discrete gradient method is treated, in which only one gradient step is taken for the varying function at each instant of time. Estimates of intervals (variations) between exact and approximate solutions are found and an asymptotic behavior of these estimates is defined.
Presented by the member of Editorial Board: B. T. Polyak

Received: 17.01.2005
English version:
Automation and Remote Control, 2005, Volume 66, Issue 6, Pages 883–891
DOI: https://doi.org/10.1007/s10513-005-0132-z
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. Yu. Popkov, “Gradient methods for nonstationary unconstrained optimization problems”, Avtomat. i Telemekh., 2005, no. 6, 38–46; Autom. Remote Control, 66:6 (2005), 883–891
Citation in format AMSBIB
\Bibitem{Pop05}
\by A.~Yu.~Popkov
\paper Gradient methods for nonstationary unconstrained optimization problems
\jour Avtomat. i Telemekh.
\yr 2005
\issue 6
\pages 38--46
\mathnet{http://mi.mathnet.ru/at1383}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=2157572}
\zmath{https://zbmath.org/?q=an:1113.90168}
\transl
\jour Autom. Remote Control
\yr 2005
\vol 66
\issue 6
\pages 883--891
\crossref{https://doi.org/10.1007/s10513-005-0132-z}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-21644486833}
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  • https://www.mathnet.ru/eng/at1383
  • https://www.mathnet.ru/eng/at/y2005/i6/p38
  • This publication is cited in the following 69 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Avtomatika i Telemekhanika
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