
A family of elements \(\{f_i\}_{i\in I}\) in a Hilbert space \({\mathcal H}\) is said to be a frame for \({\mathcal H}\) if there are constants \(A,B> 0\) such that \[ A\|f\|^2\leq \sum_{i\in I}|\langle f,f_i\rangle|^2\leq B\|f\|^2 \] for every \(f\in{\mathcal H}\). (Through the paper \({\mathcal H}\) is assumed to be separable.) Let \(T\) be an operator acting on \(({\mathcal H},\langle\cdot,\cdot\rangle)\) and let \(\{f_i\}^\infty_{i\in 1}\) be a frame for the orthogonal complement of the kernel of \(T\). A sequence of operators \(\{\Phi_n\}\), \(\Phi_n(\cdot)= \sum^n_{i=1} \langle\cdot, g^n_i\rangle f_i\) is constructed which converges to the pseudo-inverse \(T^+\) of \(T\) in the strong topology as \(n\to\infty\). The operators \(\{\Phi_n\}\) are found by finite-dimensional methods. Also an adaptive iterative version of that result is given.
Linear operator approximation theory, frame, kernel, orthogonal complement, Applied Mathematics, orthogonal projection, strong topology, General (adjoints, conjugates, products, inverses, domains, ranges, etc.), iterative approximation, Analysis, pseudo-inverse
Linear operator approximation theory, frame, kernel, orthogonal complement, Applied Mathematics, orthogonal projection, strong topology, General (adjoints, conjugates, products, inverses, domains, ranges, etc.), iterative approximation, Analysis, pseudo-inverse
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