SVDLanczosSetOneSide — SLEPc 3.25.0 documentation

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# SVDLanczosSetOneSide

Indicate if the variant of the Lanczos method to be used is one-sided or two-sided.

## Synopsis

    #include "slepcsvd.h"
    PetscErrorCode SVDLanczosSetOneSide(SVD svd,PetscBool oneside)

Logically Collective

## Input Parameters

- svd - the singular value solver context

- oneside - boolean flag indicating if the method is one-sided or not

## Options Database Key

- -svd_lanczos_oneside (true|false) - enable the one-sided variant

## Note

By default, a two-sided variant is selected, which is sometimes slightly more robust. However, the one-sided variant is faster because it avoids the orthogonalization associated to left singular vectors. It also saves the memory required for storing such vectors. See more details in [Hernandez et al., 2007, Hernández et al., 2008].

## References

[Her07c]

V. Hernandez, J. E. Roman, and A. Tomas. Restarted Lanczos bidiagonalization for the SVD in SLEPc. Technical Report STR-8, Universitat Politècnica de València, 2007. URL: https://slepc.upv.es/documentation.

[Her08]

V. Hernández, J. E. Román, and A. Tomás. A robust and efficient parallel SVD solver based on restarted Lanczos bidiagonalization. Electron. Trans. Numer. Anal., 31:68–85, 2008. URL: https://etna.ricam.oeaw.ac.at/volumes/2001-2010/vol31/abstract.php?pages=68-85.

## See Also

SVD: Singular Value Decomposition, `SVDTRLANCZOS`, `SVDTRLanczosSetOneSide()`

## Level

advanced

## Location

src/svd/impls/lanczos/gklanczos.c

## Implementations

SVDLanczosSetOneSide_Lanczos() in src/svd/impls/lanczos/gklanczos.c

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