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Tempus::StepperDIRK< Scalar > Class Template Reference

Diagonally Implicit Runge-Kutta (DIRK) time stepper. More...

#include <Tempus_StepperDIRK_decl.hpp>

Inheritance diagram for Tempus::StepperDIRK< Scalar >:
Tempus::StepperImplicit< Scalar > Tempus::Stepper< Scalar >

Public Member Functions

 StepperDIRK ()
 Default constructor. More...
 
 StepperDIRK (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &appModel, Teuchos::RCP< Teuchos::ParameterList > pList)
 Constructor to specialize Stepper parameters. More...
 
 StepperDIRK (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &appModel, std::string stepperType="SDIRK 2 Stage 2nd order")
 Constructor to use default Stepper parameters. More...
 
 StepperDIRK (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &appModel, std::string stepperType, Teuchos::RCP< Teuchos::ParameterList > pList)
 Constructor for StepperFactory. More...
 
virtual Scalar getAlpha (const Scalar dt) const
 Return alpha = d(xDot)/dx. More...
 
virtual Scalar getBeta (const Scalar) const
 Return beta = d(x)/dx. More...
 
Basic stepper methods
virtual void setObserver (Teuchos::RCP< StepperObserver< Scalar > > obs=Teuchos::null)
 Set Observer. More...
 
virtual void setTableau (std::string stepperType)
 
virtual void setTableau (Teuchos::RCP< Teuchos::ParameterList > pList=Teuchos::null)
 
virtual void setTableau (Teuchos::RCP< const RKButcherTableau< Scalar > > DIRK_ButcherTableau)
 
virtual void initialize ()
 Initialize during construction and after changing input parameters. More...
 
virtual void setInitialConditions (const Teuchos::RCP< SolutionHistory< Scalar > > &solutionHistory)
 Set the initial conditions and make them consistent. More...
 
virtual void takeStep (const Teuchos::RCP< SolutionHistory< Scalar > > &solutionHistory)
 Take the specified timestep, dt, and return true if successful. More...
 
virtual Teuchos::RCP
< Tempus::StepperState< Scalar > > 
getDefaultStepperState ()
 Get a default (initial) StepperState. More...
 
virtual Scalar getOrder () const
 
virtual Scalar getOrderMin () const
 
virtual Scalar getOrderMax () const
 
virtual bool isExplicit () const
 
virtual bool isImplicit () const
 
virtual bool isExplicitImplicit () const
 
virtual bool isOneStepMethod () const
 
virtual bool isMultiStepMethod () const
 
virtual OrderODE getOrderODE () const
 
ParameterList methods
void setParameterList (const Teuchos::RCP< Teuchos::ParameterList > &pl)
 
Teuchos::RCP
< Teuchos::ParameterList > 
getNonconstParameterList ()
 
Teuchos::RCP
< Teuchos::ParameterList > 
unsetParameterList ()
 
Teuchos::RCP< const
Teuchos::ParameterList > 
getValidParameters () const
 
Teuchos::RCP
< Teuchos::ParameterList > 
getDefaultParameters () const
 
Overridden from Teuchos::Describable
virtual std::string description () const
 
virtual void describe (Teuchos::FancyOStream &out, const Teuchos::EVerbosityLevel verbLevel) const
 
- Public Member Functions inherited from Tempus::StepperImplicit< Scalar >
virtual void setModel (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &appModel)
 
virtual void setNonConstModel (const Teuchos::RCP< Thyra::ModelEvaluator< Scalar > > &appModel)
 
virtual Teuchos::RCP< const
Thyra::ModelEvaluator< Scalar > > 
getModel ()
 
virtual Teuchos::RCP< const
WrapperModelEvaluator< Scalar > > 
getWrapperModel ()
 
virtual void setSolver (std::string solverName)
 Set solver via ParameterList solver name. More...
 
virtual void setSolver (Teuchos::RCP< Teuchos::ParameterList > solverPL=Teuchos::null)
 Set solver via solver ParameterList. More...
 
virtual void setSolver (Teuchos::RCP< Thyra::NonlinearSolverBase< Scalar > > solver)
 Set solver. More...
 
virtual Teuchos::RCP
< Thyra::NonlinearSolverBase
< Scalar > > 
getSolver () const
 Get solver. More...
 
virtual std::string getStepperType () const
 
const Thyra::SolveStatus< Scalar > solveImplicitODE (const Teuchos::RCP< Thyra::VectorBase< Scalar > > &x)
 Solve problem using x in-place. (Needs to be deprecated!) More...
 
const Thyra::SolveStatus< Scalar > solveImplicitODE (const Teuchos::RCP< Thyra::VectorBase< Scalar > > &x, const Teuchos::RCP< Thyra::VectorBase< Scalar > > &xDot, const Scalar time, const Teuchos::RCP< ImplicitODEParameters< Scalar > > &p)
 Solve implicit ODE, f(x, xDot, t, p) = 0. More...
 
void evaluateImplicitODE (Teuchos::RCP< Thyra::VectorBase< Scalar > > &f, const Teuchos::RCP< Thyra::VectorBase< Scalar > > &x, const Teuchos::RCP< Thyra::VectorBase< Scalar > > &xDot, const Scalar time, const Teuchos::RCP< ImplicitODEParameters< Scalar > > &p)
 Evaluate implicit ODE, f(x, xDot, t, p), residual. More...
 
virtual void setInitialGuess (Teuchos::RCP< const Thyra::VectorBase< Scalar > > initial_guess)
 Pass initial guess to Newton solver (only relevant for implicit solvers) More...
 
virtual void setZeroInitialGuess (bool zIG)
 Set parameter so that the initial guess is set to zero (=True) or use last timestep (=False). More...
 
virtual bool getZeroInitialGuess () const
 
virtual Scalar getInitTimeStep (const Teuchos::RCP< SolutionHistory< Scalar > > &) const
 
virtual bool getEmbedded () const
 
virtual void setUseFSAL (bool a)
 
virtual bool getUseFSAL () const
 
virtual void setICConsistency (std::string s)
 
virtual std::string getICConsistency () const
 
virtual void setICConsistencyCheck (bool c)
 
virtual bool getICConsistencyCheck () const
 
virtual void setStepperXDot (Teuchos::RCP< Thyra::VectorBase< Scalar > > xDot)
 Set xDot for Stepper storage. More...
 
virtual Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
getStepperXDot (Teuchos::RCP< SolutionState< Scalar > > state)
 Get xDot from SolutionState or Stepper storage. More...
 
virtual Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
getStepperXDotDot (Teuchos::RCP< SolutionState< Scalar > > state)
 Get xDotDot from SolutionState or Stepper storage. More...
 
- Public Member Functions inherited from Tempus::Stepper< Scalar >
virtual void modelWarning () const
 
void getValidParametersBasic (Teuchos::RCP< Teuchos::ParameterList > pl) const
 
virtual void createSubSteppers (std::vector< Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > >)
 
void validExplicitODE (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &model) const
 Validate that the model supports explicit ODE evaluation, f(x,t) [=xdot]. More...
 
void validSecondOrderExplicitODE (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &model) const
 Validate that the model supports explicit second order ODE evaluation, f(x,xdot,t) [=xdotdot]. More...
 
void validImplicitODE_DAE (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &model) const
 Validate ME supports implicit ODE/DAE evaluation, f(xdot,x,t) [= 0]. More...
 
void validSecondOrderODE_DAE (const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &model) const
 Validate ME supports 2nd order implicit ODE/DAE evaluation, f(xdotdot,xdot,x,t) [= 0]. More...
 
Teuchos::RCP
< Teuchos::ParameterList > 
defaultSolverParameters () const
 

Protected Attributes

Teuchos::RCP< const
RKButcherTableau< Scalar > > 
DIRK_ButcherTableau_
 
std::vector< Teuchos::RCP
< Thyra::VectorBase< Scalar > > > 
stageXDot_
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
stageX_
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
xTilde_
 
Teuchos::RCP
< StepperDIRKObserver< Scalar > > 
stepperDIRKObserver_
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
ee_
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
abs_u0
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
abs_u
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
sc
 
- Protected Attributes inherited from Tempus::StepperImplicit< Scalar >
Teuchos::RCP
< Teuchos::ParameterList > 
stepperPL_
 
Teuchos::RCP
< WrapperModelEvaluator
< Scalar > > 
wrapperModel_
 
Teuchos::RCP
< Thyra::NonlinearSolverBase
< Scalar > > 
solver_
 
Teuchos::RCP< const
Thyra::VectorBase< Scalar > > 
initial_guess_
 
Teuchos::RCP< StepperObserver
< Scalar > > 
stepperObserver_
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
stepperXDot_
 
Teuchos::RCP
< Thyra::VectorBase< Scalar > > 
stepperXDotDot_
 

Detailed Description

template<class Scalar>
class Tempus::StepperDIRK< Scalar >

Diagonally Implicit Runge-Kutta (DIRK) time stepper.

For the implicit ODE system, $\mathcal{F}(\dot{x},x,t) = 0$, the general DIRK method for $s$-stages, can be written as

\[ X_{i} = x_{n-1} + \Delta t\,\sum_{j=1}^{i-1} a_{ij}\,\bar{f}(X_{j},t_{n-1}+c_{j}\Delta t) + \Delta t\, a_{ii}\,\bar{f}(X_{i},t_{n-1}+c_{i}\Delta t) \]

\[ x_{n} = x_{n-1} + \Delta t\,\sum_{i=1}^{s}b_{i}\,\bar{f}(X_{i},t_{n-1}+c_{i}\Delta t) \]

where $\dot{x}=\bar{f}(x,t)$ is the explicit form of the ODE, $X_{i}$ are intermediate approximations to the solution at times, $t_{n-1}+c_{i}\Delta t$, (stage solutions) which may be correct to a lower order of accuracy than the solution, $x_{n}$. We should note that these lower-order approximations are combined through $b_{i}$ so that error terms cancel out and produce a more accurate solution. Note for DIRK methods that $a_{ii}=a$ for all the diagonal components is referred to as Singly Diagonal Implicit Runge-Kutta (SDIRK) methods.

Note that the stage time derivatives,

\[ \dot{X}_{i} = \bar{f}(X_{i},t_{n-1}+c_{i}\Delta t), \]

can be found via

\begin{eqnarray*} \dot{X}_{i} & = & \frac{1}{a_{ii} \Delta t} [ X_{i} - x_{n-1} - \Delta t\,\sum_{j=1}^{i-1} a_{ij}\,\dot{X}_{j} ] \\ \dot{X}_{i} & = & \frac{X_{i} - \tilde{X}}{a_{ii} \Delta t} \end{eqnarray*}

where

\[ \tilde{X} = x_{n-1} + \Delta t \sum_{j=1}^{i-1} a_{ij}\, \dot{X}_{j} \]

Recalling that the definition for a DIRK is that for $j>i$, $a_{ij} = 0$ and $a_{ii} \neq 0$ for at least one $i$. Thus for stages where $a_{ii} = 0$, we can use the explicit RK methods (see StepperExplicitRK for additional details).

Algorithm The single-timestep algorithm for DIRK is,

  • for $i = 1 \ldots s$ do
    • if $a_{ii} = 0$
      • $X_i \leftarrow x_{n-1} + \Delta t\,\sum_{j=1}^{i-1} a_{ij}\,\dot{X}_j$
      • Evaluate $\bar{f}(X_{i},t_{n-1}+c_{i}\Delta t)$
      • $\dot{X}_i \leftarrow \bar{f}(X_i,t_{n-1}+c_i\Delta t)$
    • else
      • $\tilde{X} = x_{n-1} +\Delta t \sum_{j=1}^{i-1} a_{ij}\,\dot{X}_{j}$
      • Define $\dot{X}_i \leftarrow \frac{X_{i} - \tilde{X}}{a_{ii} \Delta t}$
      • Solve $f(\dot{x} = \dot{X}_i,X_i,t_{n-1}+c_{i}\Delta t)=0$ for $X_i$
      • $\dot{X}_i \leftarrow \frac{X_{i} - \tilde{X}}{a_{ii} \Delta t}$
  • end for
  • $x_n \leftarrow x_{n-1} + \Delta t\,\sum_{i=1}^{s}b_i\,\dot{X}_i$

The First-Step-As-Last (FSAL) principle is not needed with DIRK, but maybe useful if the first stage is explicit (i.e, EDIRK). The default is to set useFSAL=false.

Definition at line 87 of file Tempus_StepperDIRK_decl.hpp.

Constructor & Destructor Documentation

template<class Scalar >
Tempus::StepperDIRK< Scalar >::StepperDIRK ( )

Default constructor.

Definition at line 27 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
Tempus::StepperDIRK< Scalar >::StepperDIRK ( const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &  appModel,
Teuchos::RCP< Teuchos::ParameterList >  pList 
)

Constructor to specialize Stepper parameters.

Definition at line 35 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
Tempus::StepperDIRK< Scalar >::StepperDIRK ( const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &  appModel,
std::string  stepperType = "SDIRK 2 Stage 2nd order" 
)

Constructor to use default Stepper parameters.

Definition at line 52 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
Tempus::StepperDIRK< Scalar >::StepperDIRK ( const Teuchos::RCP< const Thyra::ModelEvaluator< Scalar > > &  appModel,
std::string  stepperType,
Teuchos::RCP< Teuchos::ParameterList >  pList 
)

Constructor for StepperFactory.

Definition at line 68 of file Tempus_StepperDIRK_impl.hpp.

Member Function Documentation

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::describe ( Teuchos::FancyOStream &  out,
const Teuchos::EVerbosityLevel  verbLevel 
) const
virtual

Definition at line 386 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
std::string Tempus::StepperDIRK< Scalar >::description ( ) const
virtual

Definition at line 379 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
virtual Scalar Tempus::StepperDIRK< Scalar >::getAlpha ( const Scalar  dt) const
inlinevirtual

Return alpha = d(xDot)/dx.

Implements Tempus::StepperImplicit< Scalar >.

Definition at line 163 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual Scalar Tempus::StepperDIRK< Scalar >::getBeta ( const Scalar  ) const
inlinevirtual

Return beta = d(x)/dx.

Implements Tempus::StepperImplicit< Scalar >.

Definition at line 169 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP< Teuchos::ParameterList > Tempus::StepperDIRK< Scalar >::getDefaultParameters ( ) const
virtual

Implements Tempus::Stepper< Scalar >.

Definition at line 431 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
Teuchos::RCP< Tempus::StepperState< Scalar > > Tempus::StepperDIRK< Scalar >::getDefaultStepperState ( )
virtual

Get a default (initial) StepperState.

Provide a StepperState to the SolutionState. This Stepper does not have any special state data, so just provide the base class StepperState with the Stepper description. This can be checked to ensure that the input StepperState can be used by this Stepper.

Implements Tempus::Stepper< Scalar >.

Definition at line 370 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
Teuchos::RCP< Teuchos::ParameterList > Tempus::StepperDIRK< Scalar >::getNonconstParameterList ( )

Definition at line 449 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
virtual Scalar Tempus::StepperDIRK< Scalar >::getOrder ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 141 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual Scalar Tempus::StepperDIRK< Scalar >::getOrderMax ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 143 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual Scalar Tempus::StepperDIRK< Scalar >::getOrderMin ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 142 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual OrderODE Tempus::StepperDIRK< Scalar >::getOrderODE ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 159 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP< const Teuchos::ParameterList > Tempus::StepperDIRK< Scalar >::getValidParameters ( ) const

Definition at line 412 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::initialize ( )
virtual

Initialize during construction and after changing input parameters.

Implements Tempus::Stepper< Scalar >.

Definition at line 154 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
virtual bool Tempus::StepperDIRK< Scalar >::isExplicit ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 145 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual bool Tempus::StepperDIRK< Scalar >::isExplicitImplicit ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 154 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual bool Tempus::StepperDIRK< Scalar >::isImplicit ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 153 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual bool Tempus::StepperDIRK< Scalar >::isMultiStepMethod ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 157 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
virtual bool Tempus::StepperDIRK< Scalar >::isOneStepMethod ( ) const
inlinevirtual

Implements Tempus::Stepper< Scalar >.

Definition at line 156 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::setInitialConditions ( const Teuchos::RCP< SolutionHistory< Scalar > > &  solutionHistory)
virtual

Set the initial conditions and make them consistent.

Reimplemented from Tempus::StepperImplicit< Scalar >.

Definition at line 187 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::setObserver ( Teuchos::RCP< StepperObserver< Scalar > >  obs = Teuchos::null)
virtual

Set Observer.

Implements Tempus::Stepper< Scalar >.

Definition at line 133 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::setParameterList ( const Teuchos::RCP< Teuchos::ParameterList > &  pl)

Definition at line 396 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::setTableau ( std::string  stepperType)
virtual

Definition at line 87 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::setTableau ( Teuchos::RCP< Teuchos::ParameterList >  pList = Teuchos::null)
virtual

Definition at line 100 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::setTableau ( Teuchos::RCP< const RKButcherTableau< Scalar > >  DIRK_ButcherTableau)
virtual

Definition at line 120 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
void Tempus::StepperDIRK< Scalar >::takeStep ( const Teuchos::RCP< SolutionHistory< Scalar > > &  solutionHistory)
virtual

Take the specified timestep, dt, and return true if successful.

Implements Tempus::Stepper< Scalar >.

Definition at line 203 of file Tempus_StepperDIRK_impl.hpp.

template<class Scalar >
Teuchos::RCP< Teuchos::ParameterList > Tempus::StepperDIRK< Scalar >::unsetParameterList ( )

Definition at line 457 of file Tempus_StepperDIRK_impl.hpp.

Member Data Documentation

template<class Scalar >
Teuchos::RCP<Thyra::VectorBase<Scalar> > Tempus::StepperDIRK< Scalar >::abs_u
protected

Definition at line 201 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<Thyra::VectorBase<Scalar> > Tempus::StepperDIRK< Scalar >::abs_u0
protected

Definition at line 200 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<const RKButcherTableau<Scalar> > Tempus::StepperDIRK< Scalar >::DIRK_ButcherTableau_
protected

Definition at line 189 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<Thyra::VectorBase<Scalar> > Tempus::StepperDIRK< Scalar >::ee_
protected

Definition at line 197 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<Thyra::VectorBase<Scalar> > Tempus::StepperDIRK< Scalar >::sc
protected

Definition at line 202 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<Thyra::VectorBase<Scalar> > Tempus::StepperDIRK< Scalar >::stageX_
protected

Definition at line 192 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
std::vector<Teuchos::RCP<Thyra::VectorBase<Scalar> > > Tempus::StepperDIRK< Scalar >::stageXDot_
protected

Definition at line 191 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<StepperDIRKObserver<Scalar> > Tempus::StepperDIRK< Scalar >::stepperDIRKObserver_
protected

Definition at line 195 of file Tempus_StepperDIRK_decl.hpp.

template<class Scalar >
Teuchos::RCP<Thyra::VectorBase<Scalar> > Tempus::StepperDIRK< Scalar >::xTilde_
protected

Definition at line 193 of file Tempus_StepperDIRK_decl.hpp.


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