Abstract:
The article considers a parametric problem of the form $$f(x,y)\to \inf, \ \ x\in M,$$ where $M$ is a convex closed subset of a Hilbert or uniformly convex space $X,$$y$ is a parameter belonging to a topological space $Y.$ For this problem, the set of $\epsilon$ -optimal points is given by $$ a_{\epsilon}(y)=\{ x\in M \,|\, f(x,y)\leq \inf_{x\in M}f(x,y) +\epsilon\},$$ where $\epsilon>0.$ Conditions for the semicontinuity and continuity of the multivalued mapping $a_{\epsilon}$ are discussed. Using gradient projection and linearization methods, we obtain theorems on the existence of continuous selections of the multivalued mapping $a_{\epsilon}.$ One of the main assumptions of these theorems is the convexity of the functional $f(x,y)$ with respect to the variable $x$ on the set $M$ and continuity of the derivative $f'_x(x,y)$ on the set $M\times Y.$ Examples that confirm the significance of the assumptions made are given, as well as examples illustrating the application of the obtained statements to optimization problems.
Keywords:
strictly convex functions, projection operator, fixed points of a mapping, multivalued mapping, continuous selections, set of $\epsilon$-optimal points.
Citation:
R. A. Khachatryan, “On the existence of continuous selections of a multivalued mapping related to the problem of minimizing a functional”, Russian Universities Reports. Mathematics, 27:139 (2022), 284–299
\Bibitem{Kha22}
\by R.~A.~Khachatryan
\paper On the existence of continuous selections of a multivalued mapping related to the problem of minimizing a functional
\jour Russian Universities Reports. Mathematics
\yr 2022
\vol 27
\issue 139
\pages 284--299
\mathnet{http://mi.mathnet.ru/vtamu265}
\crossref{https://doi.org/10.20310/2686-9667-2022-27-139-284-299}
Linking options:
https://www.mathnet.ru/eng/vtamu265
https://www.mathnet.ru/eng/vtamu/v27/i139/p284
This publication is cited in the following 1 articles:
R. A. Khachatryan, “O nepreryvnykh i lipshitsevykh selektsiyakh mnogoznachnykh otobrazhenii, zadannykh sistemoi neravenstv”, Vestnik rossiiskikh universitetov. Matematika, 28:144 (2023), 447–468