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Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, 2023, Volume 165, Book 2, Pages 143–152
DOI: https://doi.org/10.26907/2541-7746.2023.2.143-152
(Mi uzku1629)
 

A relaxed version of the cutting method with approximation of the constraint region

I. Ya. Zabotin, O. N. Shulgina, R. S. Yarullin

Kazan Federal University, Kazan, 420008 Russia
References:
Abstract: A cutting method was proposed for solving the convex programming problem. The method assumes that the constraint region of the problem is embedded into some polyhedral sets for constructing iteration points. It involves the construction of a sequence of approximations that belongs to the admissible set and is relaxed, as well as implies that the ε-solution of the initial problem is fixed after a finite number of steps. The method also allows to obtain mixed convergent algorithms by using, if desired, any known or new relaxation algorithms for constructing the main iteration points.
Keywords: convex programming, sequence of approximation, relaxation, convergence, approximation, generalized support vector, subdifferential, cutting plane.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation
This study was supported by the Kazan Federal University Strategic Academic Leadership Program (PRIORITY-2030).
Received: 07.08.2023
Accepted: 15.09.2023
Document Type: Article
UDC: 519.853
Language: Russian
Citation: I. Ya. Zabotin, O. N. Shulgina, R. S. Yarullin, “A relaxed version of the cutting method with approximation of the constraint region”, Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, 165, no. 2, Kazan University, Kazan, 2023, 143–152
Citation in format AMSBIB
\Bibitem{ZabShuYar23}
\by I.~Ya.~Zabotin, O.~N.~Shulgina, R.~S.~Yarullin
\paper A relaxed version of the cutting method with approximation of the constraint region
\serial Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki
\yr 2023
\vol 165
\issue 2
\pages 143--152
\publ Kazan University
\publaddr Kazan
\mathnet{http://mi.mathnet.ru/uzku1629}
\crossref{https://doi.org/10.26907/2541-7746.2023.2.143-152}
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