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JOURNALS // Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki // Archive

Zh. Vychisl. Mat. Mat. Fiz., 2009 Volume 49, Number 8, Pages 1347–1363 (Mi zvmmf4730)

This article is cited in 24 papers

Weighted pseudoinverses and weighted normal pseudosolutions with singular weights

E. F. Galba, V. S. Deineka, I. V. Sergienko

Institute of Cybernetics, National Academy of Sciences of Ukraine, pr. Akademika Glushkova 40, Kiev, 03680, Ukraine

Abstract: Weighted pseudoinverses with singular weights can be defined by a system of matrix equations. For one of such definitions, necessary and sufficient conditions are given for the corresponding system to have a unique solution. Representations of the pseudoinverses in terms of the characteristic polynomials of symmetrizable and symmetric matrices, as well as their expansions in matrix power series or power products, are obtained. A relationship is found between the weighted pseudoinverses and the weighted normal pseudosolutions, and iterative methods for calculating both pseudoinverses and pseudosolutions are constructed. The properties of the weighted pseudoinverses with singular weights are shown to extend the corresponding properties of weighted pseudoinverses with positive definite weights.

Key words: weighted pseudoinverses with singular weights, weighted normal pseudosolutions, matrix power series, matrix power products, iterative methods.

UDC: 512.61

Received: 22.12.2008


 English version:
Computational Mathematics and Mathematical Physics, 2009, 49:8, 1281–1297

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© Steklov Math. Inst. of RAS, 2024