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Showing 1 to 3 of 3 for “"Recycling Preconditioners"”.

  1. Recycling Preconditioners for Sequences of Linear Systems and Matrix Reordering

    … subspace methods and how to obtain effective preconditioners inexpensively. We first present an application for electronic structure calculation. A sequence of slowly changing linear systems is produced in the simulation. The linear systems change by rank-one updates. Properties of the system …

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  2. Reusing and Updating Preconditioners for Sequences of Matrices

    … examines the benefits of both reusing and recycling preconditioners, with special focus on ILUTP and factorized sparse approximate inverses and proposes an update that we refer to as a sparse approximate map or SAM update. Analysis of the residual and eigenvalues of the map will be …

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  3. Recycling Techniques for Sequences of Linear Systems and Eigenproblems

    … sequences of linear systems and eigenproblems. Recycling techniques, such as recycling preconditioners or subspaces, are popular approaches for reducing computational cost. In this thesis, we introduce two novel approaches for recycling previously computed information for a subsequent system or …

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