API  4.3
For C++ developers
OpenSim::GCVSpline Class Reference

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...
 
GCVSplineoperator= (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 ()
 
Functionoperator= (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...
 
Objectoperator= (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 AbstractPropertygetPropertyByIndex (int propertyIndex) const
 Get a const reference to a property by its index number, returned as an AbstractProperty. More...
 
AbstractPropertyupdPropertyByIndex (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 AbstractPropertygetPropertyByName (const std::string &name) const
 Get a const reference to a property by its name, returned as an AbstractProperty. More...
 
AbstractPropertyupdPropertyByName (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 >
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...
 
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...
 
PropertySetgetPropertySet ()
 OBSOLETE: Get a reference to the PropertySet maintained by the Object. More...
 
const PropertySetgetPropertySet () 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 GCVSplinesafeDownCast (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...
 
GCVSplineclone () 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 FunctionmakeFunctionOfType (Function *aFunction, const std::string &aNewTypeName)
 
static FunctionsafeDownCast (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 ObjectgetDefaultInstanceOfType (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 ObjectnewInstanceOfType (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 ObjectmakeObjectFromFile (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 ObjectSafeCopy (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 *doc)
 Unconditionally set the XMLDocument associated with this object. More...
 
const XMLDocumentgetDocument () const
 Get a const pointer to the document (if any) associated with this object. More...
 
XMLDocumentupdDocument ()
 Get a writable pointer to the document (if any) associated with this 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
1 2 1 linear
2 4 3 cubic
3 6 5 quintic
4 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

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

This is generated by the OpenSim_DECLARE_*_OBJECT macros.

◆ 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
aDegreeDegree of the spline. Only the following degrees are supported: 1 = linear, 3 = cubic, 5 = quintic, and 7 = heptic.
aNNumber of data points.
aXArray of independent values- should be aN long.
aFArray of function values- should be aN long.
aNameOptional name of the spline.
aErrorVarianceEstimate 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
Exceptionif 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

◆ 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
aDegreeDegree 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: