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On partial Cholesky factorization and a variant of quasi-Newton preconditioners for symmetric positive definite matrices - MaRDI portal

On partial Cholesky factorization and a variant of quasi-Newton preconditioners for symmetric positive definite matrices (Q2305868)

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On partial Cholesky factorization and a variant of quasi-Newton preconditioners for symmetric positive definite matrices
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    On partial Cholesky factorization and a variant of quasi-Newton preconditioners for symmetric positive definite matrices (English)
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    20 March 2020
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    Summary: This work studies limited memory preconditioners for linear symmetric positive definite systems of equations. Connections are established between a partial Cholesky factorization from the literature and a variant of Quasi-Newton type preconditioners. Then, a strategy for enhancing the Quasi-Newton preconditioner via available information is proposed. Numerical experiments show the behaviour of the resulting preconditioner.
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    linear systems
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    preconditioners
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    Cholesky factorization
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    limited memory
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