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Singular Value Decomposition Solvers - SVD: Examples Complex Networks

The Singular Value Decomposition Solver (SVD) is very similar to the EPS object, but intended for the computation of the partial SVD of a rectangular matrix. With this type of object, the user can specify an SVD problem and solve it with any of the different solvers encapsulated by the package. Some of these solvers are actually implemented through calls to EPS eigensolvers.

The user interface is very similar to that of EPS, both for the options database (e.g., -svd_nsv 4 -svd_type lanczos), and for the programmatic interface (e.g., SVDSetDimensions() / SVDSetType()).

Beginner - Basic usage
SVD SVDGetConverged SVDSetOperators
SVDComputeError SVDGetSingularTriplet SVDSolve
SVDCreate SVDProblemType SVDType
SVDDestroy SVDSetFromOptions SVDView
Intermediate - Setting options for algorithms and data structures
SVDConv SVDGetType SVDMonitorFirstDrawLGCreate
SVDConvergedReason SVDGetWhichSingularTriplets SVDMonitorSet
SVDConvergedReasonView SVDIsGeneralized SVDSetConvergenceTest
SVDErrorType SVDIsHyperbolic SVDSetDimensions
SVDErrorView SVDMonitorAll SVDSetInitialSpaces
SVDGetConvergedReason SVDMonitorAllDrawLG SVDSetProblemType
SVDGetConvergenceTest SVDMonitorAllDrawLGCreate SVDSetSignature
SVDGetDimensions SVDMonitorCancel SVDSetTolerances
SVDGetIterationNumber SVDMonitorConditioning SVDSetType
SVDGetMonitorContext SVDMonitorConverged SVDSetWhichSingularTriplets
SVDGetOperators SVDMonitorConvergedDrawLG SVDValuesView
SVDGetProblemType SVDMonitorConvergedDrawLGCreate SVDVectorsView
SVDGetSignature SVDMonitorFirst SVDViewFromOptions
SVDGetTolerances SVDMonitorFirstDrawLG SVDWhich
Advanced - Setting more advanced options and customization
SVDAppendOptionsPrefix SVDKSVDSetPolarMethod SVDStop
SVDConvergenceTestFn SVDLanczosGetOneSide SVDStoppingBasic
SVDCrossGetEPS SVDLanczosSetOneSide SVDStoppingCtx
SVDCrossGetExplicitMatrix SVDMonitorRegister SVDStoppingTestFn
SVDCrossSetEPS SVDMonitorRegisterAll SVDStoppingThreshold
SVDCrossSetExplicitMatrix SVDPRIMMEGetBlockSize SVDTRLanczosGBidiag
SVDCyclicGetEPS SVDPRIMMEGetMethod SVDTRLanczosGetExplicitMatrix
SVDCyclicGetExplicitMatrix SVDPRIMMEMethod SVDTRLanczosGetGBidiag
SVDCyclicSetEPS SVDPRIMMESetBlockSize SVDTRLanczosGetKSP
SVDCyclicSetExplicitMatrix SVDPRIMMESetMethod SVDTRLanczosGetLocking
SVDGetBV SVDRegister SVDTRLanczosGetOneSide
SVDGetDS SVDRegisterAll SVDTRLanczosGetRestart
SVDGetImplicitTranspose SVDReset SVDTRLanczosGetScale
SVDGetOptionsPrefix SVDSetBV SVDTRLanczosSetExplicitMatrix
SVDGetStoppingTest SVDSetConvergenceTestFunction SVDTRLanczosSetGBidiag
SVDGetThreshold SVDSetDS SVDTRLanczosSetKSP
SVDKSVDEigenMethod SVDSetImplicitTranspose SVDTRLanczosSetLocking
SVDKSVDGetEigenMethod SVDSetOptionsPrefix SVDTRLanczosSetOneSide
SVDKSVDGetPolarMethod SVDSetStoppingTest SVDTRLanczosSetRestart
SVDKSVDPolarMethod SVDSetStoppingTestFunction SVDTRLanczosSetScale
SVDKSVDSetEigenMethod SVDSetThreshold
Developer - Interfaces intended primarily for library developers, not for typical applications programmers
SVDAllocateSolution SVDInitializePackage SVDSetUp
SVDConvergedReasonViewFromOptions SVDMonitorSetFromOptions SVDSetWorkVecs
SVDErrorViewFromOptions SVDReallocateSolution SVDValuesViewFromOptions
SVDFinalizePackage SVDSetDSType SVDVectorsViewFromOptions
SVDGetTrackAll SVDSetTrackAll
No deprecated routines

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