A class for representing a smooth function with a generalized cross-validation spline. More...

Inheritance diagram for OpenSim::GCVSpline:

Public Member Functions
	GCVSpline ()

	GCVSpline (int aDegree, int aN, const double aX, const double aF, const std::string &aName="", double aErrorVariance=0.0)
	Construct a spline of a specified degree given arrays of paired data points (x,f(x)). More...

	GCVSpline (const GCVSpline &aSpline)

virtual	~GCVSpline ()

void	updateFromXMLNode (SimTK::Xml::Element &aNode, int versionNumber=-1) override
	Use this method to deserialize an object from a SimTK::Xml::Element. More...

GCVSpline &	operator= (const GCVSpline &aSpline)

void	setDegree (int aDegree)
	Set the degree of this spline. More...

int	getDegree () const

int	getOrder () const
	Get the order of this spline. More...

int	getHalfOrder () const
	Get the half order of this spline. More...

int	getSize () const
	Get size or number of independent data points (or number of coefficients) used to construct the spline. More...

const Array< double > &	getX () const

virtual const double *	getXValues () const
	Get the array of independent variables used to construct the spline. More...

virtual const double *	getYValues () const
	Get the array of dependent variables used to construct the spline. More...

const Array< double > &	getCoefficients () const
	Get the array of coefficients for the spline. More...

virtual int	getNumberOfPoints () const

virtual double	getX (int aIndex) const
	Get the array of independent variables used to construct the spline. More...

virtual double	getY (int aIndex) const

virtual double	getZ (int aIndex) const

virtual void	setX (int aIndex, double aValue)

virtual void	setY (int aIndex, double aValue)

virtual double	getMinX () const
	Get the minimum value of the independent variable. More...

virtual double	getMaxX () const
	Get the maximum value of the independent variable. More...

virtual bool	deletePoint (int aIndex)

virtual bool	deletePoints (const Array< int > &indices)

virtual int	addPoint (double aX, double aY)

SimTK::Function *	createSimTKFunction () const override
	Return a SimTK::Function that can be used natively by the underlying SimTK::System and its elements. More...

Public Member Functions inherited from OpenSim::Function
	Function ()

	Function (const Function &aFunction)

virtual	~Function ()

Function &	operator= (const Function &aFunction)

virtual double	calcValue (const SimTK::Vector &x) const
	Calculate the value of this function at a particular point. More...

virtual double	calcDerivative (const std::vector< int > &derivComponents, const SimTK::Vector &x) const
	Calculate a partial derivative of this function at a particular point. More...

virtual int	getArgumentSize () const
	Get the number of components expected in the input vector. More...

virtual int	getMaxDerivativeOrder () const
	Get the maximum derivative order this Function object can calculate. More...

void	assign (Object &aObject) override
	This allows copy assignment in the Java GUI. More...

Public Member Functions inherited from OpenSim::Object
virtual	~Object ()
	Virtual destructor for cleanup. More...

bool	isEqualTo (const Object &aObject) const
	Equality operator wrapper for use from languages not supporting operator overloading. More...

Object &	operator= (const Object &aObject)
	Copy assignment copies he base class fields, including the properties. More...

virtual bool	operator== (const Object &aObject) const
	Determine if two objects are equal. More...

virtual bool	operator< (const Object &aObject) const
	Provide an ordering for objects so they can be put in sorted containers. More...

void	setName (const std::string &name)
	Set the name of the Object. More...

const std::string &	getName () const
	Get the name of this Object. More...

void	setDescription (const std::string &description)
	Set description, a one-liner summary. More...

const std::string &	getDescription () const
	Get description, a one-liner summary. More...

const std::string &	getAuthors () const
	Get Authors of this Object. More...

void	setAuthors (const std::string &authors)
	Set Authors of this object. More...

const std::string &	getReferences () const
	Get references or publications to cite if using this object. More...

void	setReferences (const std::string &references)
	Set references or publications to cite if using this object. More...

int	getNumProperties () const
	Determine how many properties are stored with this Object. More...

const AbstractProperty &	getPropertyByIndex (int propertyIndex) const
	Get a const reference to a property by its index number, returned as an AbstractProperty. More...

AbstractProperty &	updPropertyByIndex (int propertyIndex)
	Get a writable reference to a property by its index number, returned as an AbstractProperty. More...

bool	hasProperty (const std::string &name) const
	Return true if this Object has a property of any type with the given name, which must not be empty. More...

const AbstractProperty &	getPropertyByName (const std::string &name) const
	Get a const reference to a property by its name, returned as an AbstractProperty. More...

AbstractProperty &	updPropertyByName (const std::string &name)
	Get a writable reference to a property by its name, returned as an AbstractProperty. More...

template<class T >
bool	hasProperty () const
	Return true if this Object contains an unnamed, one-object property that contains objects of the given template type T. More...

template<class T >
const Property< T > &	getProperty (const PropertyIndex &index) const
	Get property of known type Property<T> as a const reference; the property must be present and have the right type. More...

template<class T >
const Property< T > &	getPropertyByName (const std::string &name) const
	Get property of known type Property<T> as a const reference; the property must be present and have the right type. More...

template<class T >
Property< T > &	updProperty (const PropertyIndex &index)
	Get property of known type Property<T> as a writable reference; the property must be present and have the right type. More...

template<class T >
Property< T > &	updPropertyByName (const std::string &name)
	Get property of known type Property<T> as a writable reference; the property must be present and have the right type. More...

bool	isObjectUpToDateWithProperties () const
	Returns `true` if no property's value has changed since the last time setObjectIsUpToDateWithProperties() was called. More...

void	readObjectFromXMLNodeOrFile (SimTK::Xml::Element &objectElement, int versionNumber)
	We're given an XML element from which we are to populate this Object. More...

void	updateXMLNode (SimTK::Xml::Element &parent, const AbstractProperty *prop=nullptr) const
	Serialize this object into the XML node that represents it. More...

bool	getInlined () const
	Inlined means an in-memory Object that is not associated with an XMLDocument. More...

void	setInlined (bool aInlined, const std::string &aFileName="")
	Mark this as inlined or not and optionally provide a file name to associate with the new XMLDocument for the non-inline case. More...

std::string	getDocumentFileName () const
	If there is a document associated with this object then return the file name maintained by the document. More...

int	getDocumentFileVersion () const
	If there is a document associated with this object then return its version number. More...

void	setAllPropertiesUseDefault (bool aUseDefault)

bool	print (const std::string &fileName) const
	Write this Object into an XML file of the given name; conventionally the suffix to use is ".osim". More...

std::string	dump () const
	dump the XML representation of this Object into an std::string and return it. More...

virtual bool	isA (const char *type) const
	The default implementation returns true only if the supplied string is "Object"; each Object-derived class overrides this to match its own class name. More...

const std::string &	toString () const
	Wrapper to be used on Java side to display objects in tree; this returns just the object's name. More...

PropertySet &	getPropertySet ()
	OBSOLETE: Get a reference to the PropertySet maintained by the Object. More...

const PropertySet &	getPropertySet () const

Public Types
typedef GCVSpline	Self
	This typedef might be useful within the member functions of this class. More...

typedef Function	Super
	Use this typedef to refer to the superclass of this class. More...

Public Types inherited from OpenSim::Function
typedef Function	Self
	This typedef might be useful within the member functions of this class. More...

typedef Object	Super
	Use this typedef to refer to the superclass of this class. More...

Protected Attributes
PropertyInt	_propHalfOrder
	Half order of the spline (degree+1)/2. More...

PropertyDbl	_propErrorVariance
	Error variance for the data and spline fit. More...

PropertyDblArray	_propX
	Array of values for the independent variables (i.e., the spline knot sequence). More...

PropertyDblArray	_propWeights
	Array of weight values, one for each data point. More...

PropertyDblArray	_propCoefficients
	Spline coefficients. More...

PropertyDblArray	_propY
	Spline Y values. More...

int &	_halfOrder
	Reference to the value of the HalfOrder property. More...

double &	_errorVariance
	Reference to the value of the ErrorVariance property. More...

Array< double > &	_x
	Reference to the value of the X property. More...

Array< double > &	_weights
	Reference to the value of the Weights property. More...

Array< double > &	_coefficients
	Reference to the value of the Coefficients property. More...

Array< double > &	_y
	Y (dependent) values of the function. More...

std::vector< int >	_workDeriv
	A workspace used when calculating derivatives of the spline. More...

Protected Attributes inherited from OpenSim::Function
SimTK::Function *	_function

Protected Attributes inherited from OpenSim::Object
PropertySet	_propertySet
	OBSOLETE: Property_Deprecated set for serializable member variables of this and derived classes. More...

Auto-generated functions
static GCVSpline *	safeDownCast (OpenSim::Object *obj)
	For use in MATLAB and Python to access the concrete class. More...

static const std::string &	getClassName ()
	This returns "GCVSpline". More...

void	assign (Object &aObject) override
	This allows copy assignment in the Java GUI. More...

GCVSpline *	clone () const override
	Create a new heap-allocated copy of the concrete object to which this Object refers. More...

const std::string &	getConcreteClassName () const override
	Returns the class name of the concrete Object-derived class of the actual object referenced by this Object, as a string. More...

Additional Inherited Members
Static Public Member Functions inherited from OpenSim::Function
static Function *	makeFunctionOfType (Function *aFunction, const std::string &aNewTypeName)

static Function *	safeDownCast (OpenSim::Object *obj)
	For use in MATLAB and Python to access the concrete class. More...

static const std::string &	getClassName ()
	This returns "Function". More...

Static Public Member Functions inherited from OpenSim::Object
static void	registerType (const Object &defaultObject)
	Register an instance of a class; if the class is already registered it will be replaced. More...

static void	renameType (const std::string &oldTypeName, const std::string &newTypeName)
	Support versioning by associating the current Object type with an old name. More...

static const Object *	getDefaultInstanceOfType (const std::string &concreteClassName)
	Return a pointer to the default instance of the registered (concrete) Object whose class name is given, or NULL if the type is not registered. More...

template<class T >
static bool	isObjectTypeDerivedFrom (const std::string &concreteClassName)
	Return true if the given concrete object type represents a subclass of the template object type T, and thus could be referenced with a T*. More...

static Object *	newInstanceOfType (const std::string &concreteClassName)
	Create a new instance of the concrete Object type whose class name is given as concreteClassName. More...

static void	getRegisteredTypenames (Array< std::string > &typeNames)
	Retrieve all the typenames registered so far. More...

template<class T >
static void	getRegisteredObjectsOfGivenType (ArrayPtrs< T > &rArray)
	Return an array of pointers to the default instances of all registered (concrete) Object types that derive from a given Object-derived type that does not have to be concrete. More...

static bool	PrintPropertyInfo (std::ostream &os, const std::string &classNameDotPropertyName, bool printFlagInfo=true)
	Dump formatted property information to a given output stream, useful for creating a "help" facility for registered objects. More...

static bool	PrintPropertyInfo (std::ostream &os, const std::string &className, const std::string &propertyName, bool printFlagInfo=true)
	Same as the other signature but the class name and property name are provided as two separate strings. More...

static Object *	makeObjectFromFile (const std::string &fileName)
	Create an OpenSim object whose type is based on the tag at the root node of the XML file passed in. More...

static const std::string &	getClassName ()
	Return the name of this class as a string; i.e., "Object". More...

static void	setSerializeAllDefaults (bool shouldSerializeDefaults)
	Static function to control whether all registered objects and their properties are written to the defaults section of output files rather than only those values for which the default was explicitly overwritten when read in from an input file or set programmatically. More...

static bool	getSerializeAllDefaults ()
	Report the value of the "serialize all defaults" flag. More...

static bool	isKindOf (const char *type)
	Returns true if the passed-in string is "Object"; each Object-derived class defines a method of this name for its own class name. More...

static void	setDebugLevel (int newLevel)
	Set the amount of logging output. More...

static int	getDebugLevel ()
	Get the current setting of debug level. More...

static Object *	SafeCopy (const Object *aObject)
	Use the clone() method to duplicate the given object unless the pointer is null in which case null is returned. More...

static void	RegisterType (const Object &defaultObject)
	OBSOLETE alternate name for registerType(). More...

static void	RenameType (const std::string &oldName, const std::string &newName)
	OBSOLETE alternate name for renameType(). More...

Static Public Attributes inherited from OpenSim::Object
static const std::string	DEFAULT_NAME
	Name used for default objects when they are serialized. More...

Protected Member Functions inherited from OpenSim::Function
void	resetFunction ()
	This should be called whenever this object has been modified. More...

Protected Member Functions inherited from OpenSim::Object
	Object ()
	The default constructor is only for use by constructors of derived types. More...

	Object (const std::string &fileName, bool aUpdateFromXMLNode=true)
	Constructor from a file, to be called from other constructors that take a file as input. More...

	Object (const Object &source)
	Copy constructor is invoked automatically by derived classes with default copy constructors; otherwise it must be invoked explicitly. More...

	Object (SimTK::Xml::Element &aElement)
	Construct the base class portion of an Object from a given Xml element that describes this Object. More...

template<class T >
PropertyIndex	addProperty (const std::string &name, const std::string &comment, const T &value)
	Define a new single-value property of known type T, with the given name, associated comment, and initial value. More...

template<class T >
PropertyIndex	addOptionalProperty (const std::string &name, const std::string &comment)
	Add an optional property, meaning it can contain either no value or a single value. More...

template<class T >
PropertyIndex	addOptionalProperty (const std::string &name, const std::string &comment, const T &value)
	Add an optional property, meaning it can contain either no value or a single value. More...

template<class T >
PropertyIndex	addListProperty (const std::string &name, const std::string &comment, int minSize, int maxSize)
	Define a new list-valued property of known type T, with the given name, associated comment, minimum (==0) and maximum (>0) allowable list lengths, and a zero-length initial value. More...

template<class T , template< class > class Container>
PropertyIndex	addListProperty (const std::string &name, const std::string &comment, int minSize, int maxSize, const Container< T > &valueList)
	Define a new list-valued property as above, but assigning an initial value via some templatized container class that supports size() and indexing. More...

PropertyIndex	getPropertyIndex (const std::string &name) const
	Look up a property by name and return its PropertyIndex if it is found. More...

template<class T >
PropertyIndex	getPropertyIndex () const
	Look up an unnamed property by the type of object it contains, and return its PropertyIndex if it is found. More...

template<class T >
void	checkPropertyValueIsPositive (const Property< T > &p) const
	Throw an exception if any of the property's values are not positive. More...

template<class T >
void	checkPropertyValueIsInSet (const Property< T > &p, const std::set< T > &set) const
	Throw an exception if any of the property's values are not in the provided set. More...

template<class T >
void	checkPropertyValueIsInRangeOrSet (const Property< T > &p, const T &lower, const T &upper, const std::set< T > &set) const
	Throw an exception if any of the property's values are neither in the provided range nor in the provided set. More...

void	setObjectIsUpToDateWithProperties ()
	When an object is initialized using the current values of its properties, it can set a flag indicating that it is up to date. More...

void	clearObjectIsUpToDateWithProperties ()
	For testing or debugging purposes, manually clear the "object is up to date with respect to properties" flag. More...

void	makeObjectNamesConsistentWithProperties ()
	Make sure the name of an object is consistent with its property type. More...

void	updateFromXMLDocument ()
	Use this method only if you're deserializing from a file and the object is at the top level; that is, primarily in constructors that take a file name as input. More...

void	setDocument (XMLDocument *)
	Unconditionally set the XMLDocument associated with this object. More...

const XMLDocument *	getDocument () const
	Get a const pointer to the document (if any) associated with this object. More...

XMLDocument *	updDocument ()
	Get a writable pointer to the document (if any) associated with this object. More...

Related Functions inherited from OpenSim::Object
#define	OpenSim_DECLARE_CONCRETE_OBJECT(ConcreteClass, SuperClass)
	Macro to be included as the first line of the class declaration for any non-templatized, concrete class that derives from OpenSim::Object. More...

#define	OpenSim_DECLARE_ABSTRACT_OBJECT(ConcreteClass, SuperClass)
	Macro to be included as the first line of the class declaration for any still-abstract class that derives from OpenSim::Object. More...

#define	OpenSim_DECLARE_CONCRETE_OBJECT_T(ConcreteClass, TArg, SuperClass)
	Macro to be included as the first line of the class declaration for any templatized, concrete class that derives from OpenSim::Object, like Set<T>. More...

#define	OpenSim_DECLARE_ABSTRACT_OBJECT_T(ConcreteClass, TArg, SuperClass)
	Macro to be included as the first line of the class declaration for any templatized, still-abstract class that derives from OpenSim::Object. More...

Detailed Description

A class for representing a smooth function with a generalized cross-validation spline.

Linear, cubic, quintic, and heptic splines are supported:

m (half-order)     order         degree         description
                  2             1              linear
                  4             3              cubic
                  6             5              quintic
                  8             7              heptic

This class wraps the gcvspl.c source code written by D. Twisk in 1994, which is based on the GCVSPL code written in Fortran by Woltring in 1985_07_04.

See the following source for details on how the GCV spline is fit: Woltring, H.J. (1986). A Fortran package for generalized, cross-validatory spline smoothing and differentiation. Advances in Engineering Software, Vol. 8, No. 2, 104-113.

Author: Frank C. Anderson

Member Typedef Documentation

◆ Self

typedef GCVSpline OpenSim::GCVSpline::Self

This typedef might be useful within the member functions of this class.

This is generated by the OpenSim_DECLARE_*_OBJECT macros.

◆ Super

typedef Function OpenSim::GCVSpline::Super

Use this typedef to refer to the superclass of this class.

Avoid using the explicit type name of the superclass; this would introduce bugs if the superclass is changed.

This is generated by the OpenSim_DECLARE_*_OBJECT macros.

Constructor & Destructor Documentation

◆ GCVSpline() [1/3]

OpenSim::GCVSpline::GCVSpline ( )

◆ GCVSpline() [2/3]

OpenSim::GCVSpline::GCVSpline	(	int	aDegree,
		int	aN,
		const double *	aX,
		const double *	aF,
		const std::string &	aName = `""`,
		double	aErrorVariance = `0.0`
	)

Construct a spline of a specified degree given arrays of paired data points (x,f(x)).

A name for the spline may be specified.

Parameters

aDegree	Degree of the spline. Only the following degrees are supported: 1 = linear, 3 = cubic, 5 = quintic, and 7 = heptic.
aN	Number of data points.
aX	Array of independent values- should be aN long.
aF	Array of function values- should be aN long.
aName	Optional name of the spline.
aErrorVariance	Estimate of the variance of the error in the data to be fit. If negative, the variance will be estimated. If 0.0, the fit will try to fit the data points exactly- no smoothing. If positive, the fit will be smoothed according to the specified variance. The larger the error variance, the more the smoothing. The smoothing parameter, p, in Woltring (1986) is computed based on the error variance.

◆ GCVSpline() [3/3]

OpenSim::GCVSpline::GCVSpline ( const GCVSpline & aSpline )

◆ ~GCVSpline()

virtual OpenSim::GCVSpline::~GCVSpline ( )

virtual

Member Function Documentation

◆ addPoint()

virtual int OpenSim::GCVSpline::addPoint	(	double	aX,
		double	aY
	)

virtual

◆ assign()

void OpenSim::GCVSpline::assign ( Object & aObject )

inlineoverride

This allows copy assignment in the Java GUI.

Exceptions

Exception if the argument is not of type GCVSpline.

◆ clone()

GCVSpline* OpenSim::GCVSpline::clone ( ) const

inlineoverridevirtual

Create a new heap-allocated copy of the concrete object to which this Object refers.

It is up to the caller to delete the returned object when no longer needed. Every concrete object deriving from Object implements this pure virtual method automatically, via the declaration macro it invokes (e.g., OpenSim_DECLARE_CONCRETE_OBJECT()). Note that the concrete class overrides modify the return type to be a pointer to the concrete object; that still overrides the base class method because the return type is covariant with (that is, derives from) Object.

Implements OpenSim::Function.

◆ createSimTKFunction()

SimTK::Function* OpenSim::GCVSpline::createSimTKFunction ( ) const

overridevirtual

Return a SimTK::Function that can be used natively by the underlying SimTK::System and its elements.

Implements OpenSim::Function.

◆ deletePoint()

virtual bool OpenSim::GCVSpline::deletePoint ( int aIndex )

virtual

◆ deletePoints()

virtual bool OpenSim::GCVSpline::deletePoints ( const Array< int > & indices )

virtual

◆ getClassName()

static const std::string& OpenSim::GCVSpline::getClassName ( )

inlinestatic

This returns "GCVSpline".

See getConcreteClassName() if you want the class name of the underlying concrete object instead.

This is generated by the OpenSim_DECLARE_*_OBJECT macros.

◆ getCoefficients()

const Array<double>& OpenSim::GCVSpline::getCoefficients ( ) const

Get the array of coefficients for the spline.

Returns: Pointer to the coefficients.

◆ getConcreteClassName()

const std::string& OpenSim::GCVSpline::getConcreteClassName ( ) const

inlineoverridevirtual

Returns the class name of the concrete Object-derived class of the actual object referenced by this Object, as a string.

This is the string that is used as the tag for this concrete object in an XML file. Every concrete class derived from Object automatically overrides this method via the declaration macro it uses. See getClassName() to get the class name of the referencing (possibly abstract) class rather than the concrete object.

See also: getClassName()

Implements OpenSim::Function.

◆ getDegree()

int OpenSim::GCVSpline::getDegree ( ) const

◆ getHalfOrder()

int OpenSim::GCVSpline::getHalfOrder ( ) const

Get the half order of this spline.

Returns: Half order of spline: 1 = linear, 2 = cubic, 3 = quintic, 4 = heptic.

◆ getMaxX()

virtual double OpenSim::GCVSpline::getMaxX ( ) const

virtual

Get the maximum value of the independent variable.

Returns: Maximum value of the independent variable.

◆ getMinX()

virtual double OpenSim::GCVSpline::getMinX ( ) const

virtual

Get the minimum value of the independent variable.

Returns: Minimum value of the independent variable.

◆ getNumberOfPoints()

virtual int OpenSim::GCVSpline::getNumberOfPoints ( ) const

inlinevirtual

References OpenSim::Array< T >::getSize().

◆ getOrder()

int OpenSim::GCVSpline::getOrder ( ) const

Get the order of this spline.

Returns: Order of spline: 2 = linear, 4 = cubic, 6 = quintic, 8 = heptic.

◆ getSize()

int OpenSim::GCVSpline::getSize ( ) const

Get size or number of independent data points (or number of coefficients) used to construct the spline.

Returns: Number of data points (or number of coefficients).

◆ getX() [1/2]

const Array<double>& OpenSim::GCVSpline::getX ( ) const

◆ getX() [2/2]

virtual double OpenSim::GCVSpline::getX ( int aIndex ) const

virtual

Get the array of independent variables used to construct the spline.

Returns: Reference to the independent variable data points.

◆ getXValues()

virtual const double* OpenSim::GCVSpline::getXValues ( ) const

virtual

Get the array of independent variables used to construct the spline.

Returns: Pointer to the independent variable data points.

◆ getY()

virtual double OpenSim::GCVSpline::getY ( int aIndex ) const

virtual

◆ getYValues()

virtual const double* OpenSim::GCVSpline::getYValues ( ) const

virtual

Get the array of dependent variables used to construct the spline.

Returns: Pointer to the dependent variable data points.

◆ getZ()

virtual double OpenSim::GCVSpline::getZ ( int aIndex ) const

inlinevirtual

◆ operator=()

GCVSpline& OpenSim::GCVSpline::operator= ( const GCVSpline & aSpline )

◆ safeDownCast()

static GCVSpline* OpenSim::GCVSpline::safeDownCast ( OpenSim::Object * obj )

inlinestatic

For use in MATLAB and Python to access the concrete class.

Example: cObj = GCVSpline.safeDownCast(obj). This is equivalent to dynamic_cast<GCVSpline*>(obj) in C++.

◆ setDegree()

void OpenSim::GCVSpline::setDegree ( int aDegree )

Set the degree of this spline.

Parameters

aDegree Degree of spline. Legal values: 1 = linear, 3 = cubic, 5 = quintic, 7 = heptic.

◆ setX()

virtual void OpenSim::GCVSpline::setX	(	int	aIndex,
		double	aValue
	)

virtual

◆ setY()

virtual void OpenSim::GCVSpline::setY	(	int	aIndex,
		double	aValue
	)

virtual

◆ updateFromXMLNode()

void OpenSim::GCVSpline::updateFromXMLNode	(	SimTK::Xml::Element &	objectElement,
		int	versionNumber = `-1`
	)

overridevirtual

Use this method to deserialize an object from a SimTK::Xml::Element.

The element is assumed to be in the format consistent with the passed-in versionNumber. If there is a file attribute in objectElement it will be ignored; if you want it processed you should call readObjectFromXMLNodeOrFile() instead.

Reimplemented from OpenSim::Object.

Member Data Documentation

◆ _coefficients

Array<double>& OpenSim::GCVSpline::_coefficients

protected

Reference to the value of the Coefficients property.

◆ _errorVariance

double& OpenSim::GCVSpline::_errorVariance

protected

Reference to the value of the ErrorVariance property.

◆ _halfOrder

int& OpenSim::GCVSpline::_halfOrder

protected

Reference to the value of the HalfOrder property.

◆ _propCoefficients

PropertyDblArray OpenSim::GCVSpline::_propCoefficients

protected

Spline coefficients.

◆ _propErrorVariance

PropertyDbl OpenSim::GCVSpline::_propErrorVariance

protected

Error variance for the data and spline fit.

The smoothing factor p is computed based on the error variance.

◆ _propHalfOrder

PropertyInt OpenSim::GCVSpline::_propHalfOrder

protected

Half order of the spline (degree+1)/2.

◆ _propWeights

PropertyDblArray OpenSim::GCVSpline::_propWeights

protected

Array of weight values, one for each data point.

◆ _propX

PropertyDblArray OpenSim::GCVSpline::_propX

protected

Array of values for the independent variables (i.e., the spline knot sequence).

This array must be monotonically increasing.

◆ _propY

PropertyDblArray OpenSim::GCVSpline::_propY

protected

Spline Y values.

◆ _weights

Array<double>& OpenSim::GCVSpline::_weights

protected

Reference to the value of the Weights property.

◆ _workDeriv

std::vector<int> OpenSim::GCVSpline::_workDeriv

mutableprotected

A workspace used when calculating derivatives of the spline.

◆ _x

Array<double>& OpenSim::GCVSpline::_x

protected

Reference to the value of the X property.

◆ _y

Array<double>& OpenSim::GCVSpline::_y

protected

Y (dependent) values of the function.

These are called aF in the constructor and are stored here so that the function can be scaled later on.

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

OpenSim/Common/GCVSpline.h

Public Member Functions

Public Types

Protected Attributes

Auto-generated functions

Additional Inherited Members

Detailed Description

Member Typedef Documentation

◆ Self

◆ Super

Constructor & Destructor Documentation

◆ GCVSpline() [1/3]

◆ GCVSpline() [2/3]

◆ GCVSpline() [3/3]

◆ ~GCVSpline()

Member Function Documentation

◆ addPoint()

◆ assign()

◆ clone()

◆ createSimTKFunction()

◆ deletePoint()

◆ deletePoints()

◆ getClassName()

◆ getCoefficients()

◆ getConcreteClassName()

◆ getDegree()

◆ getHalfOrder()

◆ getMaxX()

◆ getMinX()

◆ getNumberOfPoints()

◆ getOrder()

◆ getSize()

◆ getX() [1/2]

◆ getX() [2/2]

◆ getXValues()

◆ getY()

◆ getYValues()

◆ getZ()

◆ operator=()

◆ safeDownCast()

◆ setDegree()

◆ setX()

◆ setY()

◆ updateFromXMLNode()

Member Data Documentation

◆ _coefficients

◆ _errorVariance

◆ _halfOrder

◆ _propCoefficients

◆ _propErrorVariance

◆ _propHalfOrder

◆ _propWeights

◆ _propX

◆ _propY

◆ _weights

◆ _workDeriv

◆ _x

◆ _y