Gradient-projection method for finding quasisolutions of nonlinear
Numerical methods and programming, Tome 4 (2003) no. 1, pp. 117-125
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We propose and study an iterative method for finding quasisolutions of nonlinear ill-posed operator equations on closed convex subsets of a Hilbert space in the presence of errors. The process under consideration combines the gradient-projection method and the projections of iterations obtained onto suitably constructed finite-dimensional subspaces. We establish that the iterations generated by our method are stabilized in a small neighborhood of the quasisolution as the iteration number increases.
Keywords:
nonlinear operator, differentiable operator, gradient method, projecting, stability.
Mots-clés : convergence
Mots-clés : convergence
@article{VMP_2003_4_1_a10,
author = {A. I. Kozlov},
title = {Gradient-projection method for finding quasisolutions of nonlinear},
journal = {Numerical methods and programming},
pages = {117--125},
year = {2003},
volume = {4},
number = {1},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/VMP_2003_4_1_a10/}
}
A. I. Kozlov. Gradient-projection method for finding quasisolutions of nonlinear. Numerical methods and programming, Tome 4 (2003) no. 1, pp. 117-125. http://geodesic.mathdoc.fr/item/VMP_2003_4_1_a10/