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Numerical methods and programming, 2011, Volume 12, Issue 4, Pages 384–396 (Mi vmp207)  
This article is cited in 1 scientific paper (total in 1 paper)

Вычислительные методы и приложения

Nonsmooth minimization problems for the difference of two convex functions

T. V. Gruzdeva, A. S. Strekalovskii, A. V. Orlov, O. V. Druzinina

Institute of System Dynamics and Control Theory, Siberian Branch of the Russian Academy of Sciences, Irkutsk
Full-text PDF (255 kB) Citations (1)
Abstract: The global search theory in nonsmooth d.c. minimization problems (the goal function is represented as the difference of two convex functions) is generalized to the nondifferentiable case. Several algorithms of local and global search in problems with nonsmooth goal functions are proposed and their convergence is studied. The proposed algorithms are numerically tested.
Keywords: nonconvex optimization; d.c. function; nonsmooth problems; local search; global search strategy; convergence theorems; numerical simulation.
Document Type: Article
UDC: 519.853.4
Language: Russian
Citation: T. V. Gruzdeva, A. S. Strekalovskii, A. V. Orlov, O. V. Druzinina, “Nonsmooth minimization problems for the difference of two convex functions”, Num. Meth. Prog., 12:4 (2011), 384–396
Citation in format AMSBIB
\Bibitem{GruStrOrl11}
\by T.~V.~Gruzdeva, A.~S.~Strekalovskii, A.~V.~Orlov, O.~V.~Druzinina
\paper Nonsmooth minimization problems for the difference of two convex functions
\jour Num. Meth. Prog.
\yr 2011
\vol 12
\issue 4
\pages 384--396
\mathnet{http://mi.mathnet.ru/vmp207}
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  • https://www.mathnet.ru/eng/vmp/v12/i4/p384
    • 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
    		Numerical methods and programming
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