The topics that are covered in this chapter are as follows. We first study some fundamental properties of block matrices and their Schur complements. We next consider a popular product iteration method, and then the concept of approximate block-factorization is introduced. A main relation between a familiar product iteration algorithm and a basic block-factorization preconditioner is then established. This relation is a cornerstone in proving the spectral equivalence estimates. Next, a sharp spectral equivalence result is proved in a general setting. It provides necessary and sufficient conditions in an abstract form for a preconditioner to be spectrally equivalent to the given matrix. Then two major examples, a two-level and a two-grid preconditioner, are considered and analyzed. Finally the more classical two-by-two (two-level) block-factorization preconditioners are introduced and analyzed. The chapter concludes with a procedure to generate a stable block form of matrices and with an analysis of a respective block-factorization preconditioner.
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© 2008 Springer Science+Business Media, LLC
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(2008). Two-by-Two Block Matrices and Their Factorization. In: Multilevel Block Factorization Preconditioners. Springer, New York, NY. https://doi.org/10.1007/978-0-387-71564-3_3
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DOI: https://doi.org/10.1007/978-0-387-71564-3_3
Publisher Name: Springer, New York, NY
Print ISBN: 978-0-387-71563-6
Online ISBN: 978-0-387-71564-3
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