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Communications in Nonlinear Science and Numerical Simulation
Article . 2005 . Peer-reviewed
License: Elsevier TDM
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Article . 2005
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Discrepancy principle for the dynamical systems method

Authors: Ramm, A. G.;

Discrepancy principle for the dynamical systems method

Abstract

For the linear ill--posed equation \(Au=f\) with a bounded operator \(A \in L(H)\) and approximately given \(f\) in a Hilbert space \(H\), the author proposes and studies the solution method \({\dot u}=-u+(A^* A+ \epsilon(t))^{-1} A^* f_{\delta}\), \(u(0)=u_0 \in H\). Here \(u=u(t), t \geq 0\), \(\| f_{\delta}-f \| \leq \delta\), \(\| f_{\delta}\| >\delta\), \(\epsilon(t)>0, \lim_{t \to \infty} \epsilon(t)=0\); a minimal-norm solution \(y\) to the original equation is approximated by the element \(u(t_{\delta})\), where the stopping point \(t=t_{\delta}\) is determined by the discrepancy principle: \(\| A(A^* A+\epsilon(t))^{-1} A^* f_{\delta} -f_{\delta}\|=\delta\). The author establishes that \(\lim_{\delta \to 0} \| u(t_{\delta})-y \|=0\), \(\lim_{\delta \to 0} t_{\delta}=\infty\). The result is generalized to the case where \(A\) is a nonlinear, monotone, continuous operator on \(H\).

Related Organizations
Keywords

ill-posed problems, Linear operators and ill-posed problems, regularization, evolution equations, discrepancy principle, dynamical systems

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
11
Average
Top 10%
Top 10%
bronze