Convergence rate estimates for Tikhonov's scheme as applied to ill-posed nonconvex optimization problems
Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 57 (2017) no. 7, pp. 1103-1112
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We examine the convergence rate of approximations generated by Tikhonov's scheme as applied to ill-posed constrained optimization problems with general smooth functionals on a convex closed subset of a Hilbert space. Assuming that the solution satisfies a source condition involving the second derivative of the cost functional and depending on the form of constraints, we establish the convergence rate of the Tikhonov approximations in the cases of exact and approximately specified functionals.
@article{ZVMMF_2017_57_7_a2,
author = {M. Yu. Kokurin},
title = {Convergence rate estimates for {Tikhonov's} scheme as applied to ill-posed nonconvex optimization problems},
journal = {\v{Z}urnal vy\v{c}islitelʹnoj matematiki i matemati\v{c}eskoj fiziki},
pages = {1103--1112},
publisher = {mathdoc},
volume = {57},
number = {7},
year = {2017},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ZVMMF_2017_57_7_a2/}
}
TY - JOUR AU - M. Yu. Kokurin TI - Convergence rate estimates for Tikhonov's scheme as applied to ill-posed nonconvex optimization problems JO - Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki PY - 2017 SP - 1103 EP - 1112 VL - 57 IS - 7 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/ZVMMF_2017_57_7_a2/ LA - ru ID - ZVMMF_2017_57_7_a2 ER -
%0 Journal Article %A M. Yu. Kokurin %T Convergence rate estimates for Tikhonov's scheme as applied to ill-posed nonconvex optimization problems %J Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki %D 2017 %P 1103-1112 %V 57 %N 7 %I mathdoc %U http://geodesic.mathdoc.fr/item/ZVMMF_2017_57_7_a2/ %G ru %F ZVMMF_2017_57_7_a2
M. Yu. Kokurin. Convergence rate estimates for Tikhonov's scheme as applied to ill-posed nonconvex optimization problems. Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 57 (2017) no. 7, pp. 1103-1112. http://geodesic.mathdoc.fr/item/ZVMMF_2017_57_7_a2/