Eigen  3.4.90 (git rev 5a9f66fb35d03a4da9ef8976e67a61b30aa16dcf)
 
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Eigen::CholmodDecomposition< MatrixType_, UpLo_ > Class Template Reference
Sparse linear algebra » Reference » Support modules » CholmodSupport module

Detailed Description

template<typename MatrixType_, int UpLo_ = Lower>
class Eigen::CholmodDecomposition< MatrixType_, UpLo_ >

A general Cholesky factorization and solver based on Cholmod.

This class allows to solve for A.X = B sparse linear problems via a LL^T or LDL^T Cholesky factorization using the Cholmod library. The sparse matrix A must be selfadjoint and positive definite. The vectors or matrices X and B can be either dense or sparse.

This variant permits to change the underlying Cholesky method at runtime. On the other hand, it does not provide access to the result of the factorization. The default is to let Cholmod automatically choose between a simplicial and supernodal factorization.

Template Parameters
MatrixType_the type of the sparse matrix A, it must be a SparseMatrix<>
UpLo_the triangular part that will be used for the computations. It can be Lower or Upper. Default is Lower.

This class follows the sparse solver concept .

This class supports all kind of SparseMatrix<>: row or column major; upper, lower, or both; compressed or non compressed.

Warning
Only double precision real and complex scalar types are supported by Cholmod.
See also
Sparse solver concept
+ Inheritance diagram for Eigen::CholmodDecomposition< MatrixType_, UpLo_ >:

Additional Inherited Members

- Public Member Functions inherited from Eigen::CholmodBase< MatrixType_, Lower, CholmodDecomposition< MatrixType_, Lower > >
void analyzePattern (const MatrixType &matrix)
 
cholmod_common & cholmod ()
 
CholmodDecomposition< MatrixType_, Lower > & compute (const MatrixType &matrix)
 
Scalar determinant () const
 
void factorize (const MatrixType &matrix)
 
ComputationInfo info () const
 Reports whether previous computation was successful.
 
Scalar logDeterminant () const
 
CholmodDecomposition< MatrixType_, Lower > & setShift (const RealScalar &offset)
 
- Public Member Functions inherited from Eigen::SparseSolverBase< CholmodDecomposition< MatrixType_, Lower > >
const Solve< CholmodDecomposition< MatrixType_, Lower >, Rhs > solve (const MatrixBase< Rhs > &b) const
 
const Solve< CholmodDecomposition< MatrixType_, Lower >, Rhs > solve (const SparseMatrixBase< Rhs > &b) const
 
 SparseSolverBase ()
 
The documentation for this class was generated from the following file: