Index calculus for approximation methods and singular value decomposition (Q1270675)

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scientific article; zbMATH DE number 1218229
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Index calculus for approximation methods and singular value decomposition
scientific article; zbMATH DE number 1218229

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    Index calculus for approximation methods and singular value decomposition (English)
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    29 November 1998
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    Some approximation methods for the equation \(Ax=y\) with a linear bounded operator \(A\) on a Hilbert space \(H\) are considered. An approximate method for \(A\) is treated as a sequence \(\{A_n\}\), \(A_n\in L(H)\). Two classes of sequences are investigated: Moore-Penrose and Fredholm sequences which correspond to normally solvable and Fredholm operators, respectively. Approximation methods are investigated in the frame of \(C^*\)-algebra theory of bounded sequences of linear bounded operators on \(H\). The authors give a characterization of Moore-Penrose invertibility in a \(C^*\)-algebra which yields to the one of the main results of the paper on the behaviour of singular values of elements of Moore-Penrose sequences \(\{A_n\}\). For a Fredholm sequence the index and \(\alpha\)-number are introduced. The authors prove relations between the index and the \(\alpha\)-number of a Fredholm sequence and some other properties of this sequence, in particular, the asymptotic distribution of the singular values of \(A_n\).
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    \(C^*\)-algebra
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    Moore-Penrose sequences
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    Fredholm sequences
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    singular value decomposition
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    regularization
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    index calculus
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    approximation methods
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