KerMor
0.9
Model order reduction for nonlinear dynamical systems and nonlinear approximation
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REDUCEDSECONDORDERSYSTEM Summary of this class goes here Detailed explanation goes here. More...
REDUCEDSECONDORDERSYSTEM Summary of this class goes here Detailed explanation goes here.
Definition at line 18 of file ReducedSecondOrderSystem.m.
Public Member Functions | |
ReducedSecondOrderSystem (models.ReducedModel rmodel) | |
Creates a new base dynamical system class instance. More... | |
function | build () |
function J = | getJacobian (double t, x_xdot_c) |
Computes the global jacobian of the current RHS system. More... | |
function dx = | ODEFun (double t,colvec< double > x) |
function
z_zdot_c0 = | getX0 (colvec< double > mu) |
Gets the initial value of \(x_0(\mu)\). More... | |
function | updateSparsityPattern () |
Public Member Functions inherited from models.ReducedSystem | |
ReducedSystem (rmodel) | |
Creates a new ReducedSystem instance. More... | |
function | build () |
Creates a reduced system from BaseFullModel child system. As default, all system's components are copied as-is and any reduction changes are performed in the BaseFullModel.buildReducedModel method. More... | |
function | updateSparsityPattern () |
Reduced systems are not sparse anymore. More... | |
function | plot (models.BaseFullModel model,double t,matrix< double > y) |
Unless overridden for specific reduced system plots this method just calls the plot method of the original full system. More... | |
function dx = | ODEFun (double t,colvec< double > x) |
function J = | getJacobian (double t, xc) |
function x0 = | getX0 (colvec< double > mu) |
Gets the initial value of \(x_0(\mu)\). More... | |
Public Member Functions inherited from models.BaseFirstOrderSystem | |
BaseFirstOrderSystem (models.BaseFullModel model) | |
Creates a new base dynamical system class instance. More... | |
function rsys = | getReducedSystemInstance (models.ReducedModel rmodel) |
Creates a reduced system given the current system and the reduced model. More... | |
function | setConfig (mu, inputidx) |
Sets the dynamical system's configuration. More... | |
function | prepareSimulation (colvec< double > mu,integer inputidx) |
function dx = | ODEFun (double t,colvec< double > x) |
Debug variant for single evaluation. Commented in function above. More... | |
function y = | computeOutput (matrix< double > x,colvec< double > mu) |
Computes the output \(y(t) = C(t,\mu)Sx(t)\) from a given state result vector \(x(t)\), using the system's time and current mu (if given). More... | |
function | updateSparsityPattern () |
function J = | getJacobian (double t, xc) |
Computes the global jacobian of the current system. More... | |
function matrix < double > x0 = | getX0 (rowvec< double > mu) |
Gets the initial state variable at \(t=0\). More... | |
function M = | getMassMatrix () |
For first order systems, only algebraic constraints need to be catered for. More... | |
function ModelParam p = | addParam (char name, default, varargin) |
Adds a parameter with the given values to the parameter collection of the current dynamical system. More... | |
function pidx = | getParamIndexFromName (paramname) |
Gets the index within the parameter vector \(\mu\) for a given parameter name. More... | |
function pt = | getParamInfo (colvec< double > mu) |
function | plotInputs (pm) |
Public Member Functions inherited from KerMorObject | |
KerMorObject () | |
Constructs a new KerMor object. More... | |
function | display () |
disp(object2str(this)); More... | |
function bool = | eq (B) |
Checks equality of two KerMor objects. More... | |
function bool = | ne (B) |
Checks if two KerMorObjects are different. More... | |
function cn = | getClassName () |
Returns the simple class name of this object without packages. More... | |
Public Member Functions inherited from DPCMObject | |
DPCMObject () | |
Creates a new DPCM object. More... | |
DPCMObject () | |
Public Member Functions inherited from models.BaseSecondOrderSystem | |
BaseSecondOrderSystem (models.BaseFullModel model) | |
Creates a new base dynamical system class instance. More... | |
function rsys = | getReducedSystemInstance (models.ReducedModel rmodel) |
Creates a reduced system given the current system and the reduced model. More... | |
function | prepareSimulation (colvec< double > mu,integer inputidx) |
function
dx_xdot_c = | ODEFun (double t, x_xdot_c) |
The state space vector is composed of x: Original state space of second order model xdot: Substituted variable x'=y for first order transformation c: Algebraic constraint variables. More... | |
function J = | getJacobian (double t, x_xdot_c) |
Computes the global jacobian of the current RHS system. More... | |
function | updateSparsityPattern () |
The state space vector (NumTotalDofs) is composed of x: Original state space of second order model, NumStateDofs xdot: Substituted variable x'=y for first order transformation #NumDerivativeDoFs c: Algebraic constraint variables NumAlgebraicDofs. More... | |
function
x_xdot_c0 = | getX0 (colvec< double > mu) |
Compiles the global x0 vector of the global dof vector. More... | |
function M = | getMassMatrix () |
Protected Member Functions | |
function R = | compileReconstructionMatrix (V) |
function | updateDimensions () |
function val = | getDerivativeDirichletValues (double t) |
Computes the derivative dirichlet values dependent on the current time. More... | |
function | validateModel (models.BaseFullModel model) |
Protected Member Functions inherited from models.ReducedSystem | |
function R = | compileReconstructionMatrix (V) |
function | updateDimensions () |
function | validateModel (models.BaseFullModel model) |
Overrides the validateModel function in BaseFirstOrderSystem. More... | |
Protected Member Functions inherited from models.BaseFirstOrderSystem | |
function | updateDimensions () |
function ad_ic = | getAlgebraicDofsInitialConditions () |
The default is to return all zeros. More... | |
function | validateModel (models.BaseFullModel model) |
Validates if the model to be set is a valid BaseModel at least. Extracting this function out of the setter enables subclasses to further restrict the objects that may be passed, as is being done in models.ReducedSystem, for example. More... | |
Protected Member Functions inherited from KerMorObject | |
function | checkType (obj, type) |
Object typechecker. More... | |
Protected Member Functions inherited from DPCMObject | |
function | registerProps (varargin) |
Call this method at any class that defines DPCM observed properties. More... | |
function | registerProps (varargin) |
Protected Member Functions inherited from models.BaseSecondOrderSystem | |
function | updateDimensions () |
function | validateModel (models.BaseFullModel model) |
Validates if the model to be set is a valid BaseModel at least. Extracting this function out of the setter enables subclasses to further restrict the objects that may be passed, as is being done in models.ReducedSystem, for example. More... | |
function val = | getDerivativeInitialValues (unused1) |
Computes the derivative initial values. More... | |
Additional Inherited Members | |
Public Attributes inherited from models.ReducedSystem | |
R | |
The reduced dof to full dof reconstruction matrix. More... | |
Public Attributes inherited from models.BaseFirstOrderSystem | |
dscomponents.ACoreFun | f |
The core f function from the dynamical system. More... | |
dscomponents.LinearCoreFun | A = "[]" |
Represents a linear or affine-linear component of the dynamical system. More... | |
dscomponents.AInputConv | B = "[]" |
The input conversion. More... | |
dscomponents.LinearOutputConv | C |
The output conversion Defaults to an LinearOutputConv instance using a 1-matrix, which just forwards the state variables and supports projection. More... | |
dscomponents.AInitialValue | x0 = "[]" |
Function handle to initial state evaluation. More... | |
dscomponents.AMassMatrix | M = "[]" |
The system's mass matrix. More... | |
dscomponents.ACoreFun | g = "[]" |
The system's algebraic constraints function. More... | |
Inputs = {""} | |
The system's possible input functions. A cell array of function handles, each taking a time argument t. More... | |
Params = data.ModelParam.empty | |
The parameters usable for the dynamical system. More... | |
integer | DependentParamIndices = -1 |
Indices of the parameter vector that are effectively used in the system's core function. More... | |
double | MaxTimestep = "[]" |
The maximum timestep allowed for any ODE solvers. More... | |
colvec | StateScaling = 1 |
The scaling for the state vectors. More... | |
SparsityPattern | |
The global sparsity pattern for the entire RHS. More... | |
mu = "[]" | |
The current parameter \(\mu\) for simulations, [] is none used. More... | |
u = "[]" | |
The current input function \(u(t)\) as function handle, [] if none used. More... | |
inputidx = "[]" | |
The current inputindex of the function \(u(t)\). More... | |
NumStateDofs = "[]" | |
NumAlgebraicDofs = 0 | |
NumTotalDofs = "[]" | |
InputCount | |
The number of inputs available. More... | |
ParamCount | |
The number of the system's parameters. More... | |
Model | |
The Model this System is attached to. More... | |
Public Attributes inherited from DPCMObject | |
WorkspaceVariableName = "" | |
The workspace variable name of this class. Optional. More... | |
ID = "[]" | |
An ID that allows to uniquely identify this DPCMObject (at least within the current MatLab session/context). More... | |
PropertiesChanged = "[]" | |
The Dictionary containing all the property settings as key/value pairs. More... | |
Public Attributes inherited from handle | |
addlistener | |
Creates a listener for the specified event and assigns a callback function to execute when the event occurs. More... | |
notify | |
Broadcast a notice that a specific event is occurring on a specified handle object or array of handle objects. More... | |
delete | |
Handle object destructor method that is called when the object's lifecycle ends. More... | |
disp | |
Handle object disp method which is called by the display method. See the MATLAB disp function. More... | |
display | |
Handle object display method called when MATLAB software interprets an expression returning a handle object that is not terminated by a semicolon. See the MATLAB display function. More... | |
findobj | |
Finds objects matching the specified conditions from the input array of handle objects. More... | |
findprop | |
Returns a meta.property objects associated with the specified property name. More... | |
fields | |
Returns a cell array of string containing the names of public properties. More... | |
fieldnames | |
Returns a cell array of string containing the names of public properties. See the MATLAB fieldnames function. More... | |
isvalid | |
Returns a logical array in which elements are true if the corresponding elements in the input array are valid handles. This method is Sealed so you cannot override it in a handle subclass. More... | |
eq | |
Relational functions example. See details for more information. More... | |
transpose | |
Transposes the elements of the handle object array. More... | |
permute | |
Rearranges the dimensions of the handle object array. See the MATLAB permute function. More... | |
reshape | |
hanges the dimensions of the handle object array to the specified dimensions. See the MATLAB reshape function. More... | |
sort | |
ort the handle objects in any array in ascending or descending order. More... | |
Public Attributes inherited from models.BaseSecondOrderSystem | |
dscomponents.LinearCoreFun | D |
The damping matrix of the second order system. More... | |
NumDerivativeDofs | |
DerivativeDirichletPosInStateDofs | |
A logical column vector containing true at the locations of explicit derivative dirichlet conditions. The vector must have the same size as NumStateDofs. More... | |
Static Protected Member Functions inherited from DPCMObject | |
static function obj = | loadobj (obj, from) |
Re-register any registered change listeners! More... | |
static function obj = | loadobj (obj, from) |
Protected Attributes inherited from models.BaseSecondOrderSystem | |
JDX | |
Pre-Computed pattern for dx-part. More... | |
models.ReducedSecondOrderSystem.ReducedSecondOrderSystem | ( | models.ReducedModel | rmodel | ) |
Creates a new base dynamical system class instance.
rmodel | A KerMor reduced model |
Definition at line 33 of file ReducedSecondOrderSystem.m.
function models.ReducedSecondOrderSystem.build | ( | ) |
Definition at line 45 of file ReducedSecondOrderSystem.m.
References models.BaseSecondOrderSystem.D, models.BaseFirstOrderSystem.Model, and dscomponents.LinearCoreFun.project().
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Definition at line 151 of file ReducedSecondOrderSystem.m.
References models.BaseFirstOrderSystem.NumAlgebraicDofs, and models.ReducedSystem.R.
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Computes the derivative dirichlet values dependent on the current time.
The logical field DerivativeDirichletPosInStateDofs indicates the positions of those values within the StateDofs.
The default behaviour is doing nothing (just return []); this function will only be called if NumStateDofs and NumDerivativeDofs differ.
t | The current time(s) \(t \in [0, T]\) |
Implements models.BaseSecondOrderSystem.
Definition at line 163 of file ReducedSecondOrderSystem.m.
function J = models.ReducedSecondOrderSystem.getJacobian | ( | double | t, |
x_xdot_c | |||
) |
Computes the global jacobian of the current RHS system.
t | The current time(s) \(t \in [0, T]\) |
Definition at line 57 of file ReducedSecondOrderSystem.m.
References models.BaseFirstOrderSystem.A, models.BaseSecondOrderSystem.D, models.BaseSecondOrderSystem.DerivativeDirichletPosInStateDofs, models.BaseFirstOrderSystem.f, models.BaseFirstOrderSystem.g, dscomponents.LinearCoreFun.getStateJacobian(), dscomponents.ACoreFun.getStateJacobian(), I, models.BaseFirstOrderSystem.NumAlgebraicDofs, models.BaseSecondOrderSystem.NumDerivativeDofs, models.BaseFirstOrderSystem.NumStateDofs, and models.BaseFirstOrderSystem.NumTotalDofs.
Gets the initial value of \(x_0(\mu)\).
If the estimator is enabled, x0 is extended by the e0 components of the error estimator.
mu | The currently used parameter \(\vmu\). Set to \([]\) if not used. |
Definition at line 109 of file ReducedSecondOrderSystem.m.
References models.BaseFirstOrderSystem.Model, models.BaseSecondOrderSystem.NumDerivativeDofs, models.BaseFirstOrderSystem.NumStateDofs, and models.BaseFirstOrderSystem.NumTotalDofs.
Definition at line 93 of file ReducedSecondOrderSystem.m.
References models.BaseFirstOrderSystem.Model, and models.BaseFirstOrderSystem.u.
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Definition at line 156 of file ReducedSecondOrderSystem.m.
References models.BaseFirstOrderSystem.NumAlgebraicDofs, models.BaseSecondOrderSystem.NumDerivativeDofs, models.BaseFirstOrderSystem.NumStateDofs, and models.BaseFirstOrderSystem.NumTotalDofs.
function models.ReducedSecondOrderSystem.updateSparsityPattern | ( | ) |
Definition at line 142 of file ReducedSecondOrderSystem.m.
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Definition at line 168 of file ReducedSecondOrderSystem.m.