Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On the discrepancy principle for the dynamical systems method   Assume that $$ Au=f,\quad (1) $$ is a solvable linear equation in a Hilbert
space, $||A||<\infty$, and $R(A)$ is not closed, so problem (1) is ill-posed.
Here $R(A)$ is the range of the linear operator $A$. A DSM (dynamical systems
method) for solving (1), consists of solving the following Cauchy problem: $$
\dot u= -u +(B+\ep(t))^{-1}A^*f, \quad u(0)=u_0, \quad (2) $$ where $B:=A^*A$,
$\dot u:=\frac {du}{dt}$, $u_0$ is arbitrary, and $\ep(t)>0$ is a continuously
differentiable function, monotonically decaying to zero as $t\to \infty$.
A.G.Ramm has proved that, for any $u_0$, problem (2) has a unique solution for
all $t>0$, there exists $y:=w(\infty):=\lim_{t\to \infty}u(t)$, $Ay=f$, and $y$
is the unique minimal-norm solution to (1). If $f_\d$ is given, such that
$||f-f_\d||\leq \d$, then $u_\d(t)$ is defined as the solution to (2) with $f$
replaced by $f_\d$. The stopping time is defined as a number $t_\d$such that
$\lim_{\d \to 0}||u_\d (t_\d)-y||=0$, and $\lim_{\d \to 0}t_\d=\infty$. A
discrepancy principle is proposed and proved in this paper. This principle
yields $t_\d$ as the unique solution to the equation: $$
||A(B+\ep(t))^{-1}A^*f_\d -f_\d||=\d, \quad (3) $$ where it is assumed that
$||f_\d||>\d$ and $f_\d\perp N(A^*)$. For nonlinear monotone $A$ a discrepancy
principle is formulated and justified.

25
The categories of this paper are: patt-sol
3
The categories of this paper are: physics
10
The categories of this paper are: q-bio
5
The categories of this paper are: gr-qc
14
The categories of this paper are: math-ph
17
The categories of this paper are: q-fin
12
The categories of this paper are: nucl-th
22
The categories of this paper are: chao-dyn
13
The categories of this paper are: quant-ph
20
The categories of this paper are: acc-phys
31
The categories of this paper are: ao-sci
24
The categories of this paper are: dg-ga
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The categories of this paper are: nucl-ex
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The categories of this paper are: cmp-lg
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th