Abstract:
The article considers a parametric problem of the form f(x,y)→inf,x∈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 ϵ -optimal points is given by aϵ(y)={x∈M|f(x,y)≤infx∈Mf(x,y)+ϵ}, where ϵ>0. Conditions for the semicontinuity and continuity of the multivalued mapping aϵ are discussed. Using gradient projection and linearization methods, we obtain theorems on the existence of continuous selections of the multivalued mapping aϵ. 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×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 ϵ-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