Reference documentation for deal.II version Git cb0bd54b52 2019-09-21 16:31:22 -0400
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Public Member Functions | Public Attributes | List of all members
TrilinosWrappers::PreconditionILUT::AdditionalData Struct Reference

#include <deal.II/lac/trilinos_precondition.h>

Public Member Functions

 AdditionalData (const double ilut_drop=0., const unsigned int ilut_fill=0, const double ilut_atol=0., const double ilut_rtol=1., const unsigned int overlap=0)
 

Public Attributes

double ilut_drop
 
unsigned int ilut_fill
 
double ilut_atol
 
double ilut_rtol
 
unsigned int overlap
 

Detailed Description

Standardized data struct to pipe additional parameters to the preconditioner. The Trilinos ILU-T decomposition allows for some fill- in, so it actually is a threshold incomplete LU factorization. The amount of fill-in, and hence, the amount of memory used by this preconditioner, is controlled by the parameters ilut_drop and ilut_fill, which specifies a threshold about which values should form the incomplete factorization and the level of additional fill-in. When forming the preconditioner, for certain problems bad conditioning (or just bad luck) can cause the preconditioner to be very poorly conditioned. Hence it can help to add diagonal perturbations to the original matrix and form the preconditioner for this slightly better matrix. ilut_atol is an absolute perturbation that is added to the diagonal before forming the prec, and ilu_rtol is a scaling factor \(rtol \geq 1\). The last parameter specifies the overlap of the partitions when the preconditioner runs in parallel.

Definition at line 1121 of file trilinos_precondition.h.

Constructor & Destructor Documentation

◆ AdditionalData()

TrilinosWrappers::PreconditionILUT::AdditionalData::AdditionalData ( const double  ilut_drop = 0.,
const unsigned int  ilut_fill = 0,
const double  ilut_atol = 0.,
const double  ilut_rtol = 1.,
const unsigned int  overlap = 0 
)

Constructor. By default, no element will be dropped, the level of extra fill-ins is set to be zero (just use the matrix structure, do not generate any additional fill-in except the one that results from non-dropping large elements), the tolerance level are 0 and 1, respectively, and the overlap in case of a parallel execution is zero. This overlap in a block-application of the ILU in the parallel case makes the preconditioner a so-called additive Schwarz preconditioner.

Definition at line 565 of file trilinos_precondition.cc.

Member Data Documentation

◆ ilut_drop

double TrilinosWrappers::PreconditionILUT::AdditionalData::ilut_drop

This specifies the relative size of elements which should be dropped when forming an incomplete LU decomposition with threshold.

Definition at line 1143 of file trilinos_precondition.h.

◆ ilut_fill

unsigned int TrilinosWrappers::PreconditionILUT::AdditionalData::ilut_fill

This specifies the amount of additional fill-in elements besides the sparse matrix structure. When ilu_fill is large, this means that many fill-ins will be added, so that the ILU preconditioner comes closer to a (direct) sparse LU decomposition. Note, however, that this will drastically increase the memory requirement, especially when the preconditioner is used in 3D.

Definition at line 1153 of file trilinos_precondition.h.

◆ ilut_atol

double TrilinosWrappers::PreconditionILUT::AdditionalData::ilut_atol

This specifies the amount of an absolute perturbation that will be added to the diagonal of the matrix, which sometimes can help to get better preconditioners.

Definition at line 1160 of file trilinos_precondition.h.

◆ ilut_rtol

double TrilinosWrappers::PreconditionILUT::AdditionalData::ilut_rtol

This specifies the factor by which the diagonal of the matrix will be scaled, which sometimes can help to get better preconditioners.

Definition at line 1166 of file trilinos_precondition.h.

◆ overlap

unsigned int TrilinosWrappers::PreconditionILUT::AdditionalData::overlap

This determines how large the overlap of the local matrix portions on each processor in a parallel application should be.

Definition at line 1172 of file trilinos_precondition.h.


The documentation for this struct was generated from the following files: