
The article deals with the following iterative method \[ x^{(n+1)} = \text{arg} \, \min_{w \in B_{R,p}} \;F_{\alpha^{(n)}}(w,x^{(n)}), \] where \(F_\alpha(w,x) = \Delta(w) - \|F(w) - F(x)\|_H^2 + \frac1\alpha \, \|w - x\|_2^2\), \(\Delta(x) = \|AS^*(x) - y\|_H^2\), for solving a nonlinear equation \(A(f) = y\), where \(A\) is a possibly ill-posed operator from \(X\) to \(H\). The operator \(F\) is defined as \(F = AS^*\), where \(S^*\) is some special operator from \(\ell_2({\mathbb Z}) \to X\). The main theorem describes conditions under which, for a weak accumulation point of \((x^{(n)})\), there exists a subsequence \((x^{(n_j)})\) converging to this accumulation point. In the end of the article the equation \[ \int_0^s x(s - t)x(t) \, dt = y(s) \] is considered. It should be remarked that the article is really unreadable and written in an awful manner; the authors begin from the equation \(A(f) = y\), then they deal with operator \(F = AS^*\), then \(F\) is simply a nonlinear operator supposedly between Hilbert space \(X\) and \(Y\), but this \(Y\) after some time turns into \(H\) and so on.
Other nonlinear integral equations, Numerical solutions of ill-posed problems in abstract spaces; regularization, Projected gradient iteration, Shrinkage operator, Numerical solutions to equations with nonlinear operators, projected gradient iteration, Applied Mathematics, Nonlinear ill-posed problems, Fréchet differentiable, Numerical methods for integral equations, ill-posed nonlinear operator equation, Computational Mathematics, Iterative procedures involving nonlinear operators, Fréchet differentiability, ℓp-norm constrain, \(\ell_p\)-norm constraint, shrinkage operator
Other nonlinear integral equations, Numerical solutions of ill-posed problems in abstract spaces; regularization, Projected gradient iteration, Shrinkage operator, Numerical solutions to equations with nonlinear operators, projected gradient iteration, Applied Mathematics, Nonlinear ill-posed problems, Fréchet differentiable, Numerical methods for integral equations, ill-posed nonlinear operator equation, Computational Mathematics, Iterative procedures involving nonlinear operators, Fréchet differentiability, ℓp-norm constrain, \(\ell_p\)-norm constraint, shrinkage operator
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