SplineFitter provides routines for performing cubic spline interpolation. More...

#include <SplineFitter.h>

Static Public Member Functions
static void	createNaturalSpline (const std::vector< double > &x, const std::vector< double > &y, std::vector< double > &deriv)
	Fit a natural cubic spline to a set of data points. More...

static void	createPeriodicSpline (const std::vector< double > &x, const std::vector< double > &y, std::vector< double > &deriv)
	Fit a periodic cubic spline to a set of data points. More...

static double	evaluateSpline (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &deriv, double t)
	Evaluate a 1D spline generated by one of the other methods in this class. More...

static double	evaluateSplineDerivative (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &deriv, double t)
	Evaluate the derivative of a 1D spline generated by one of the other methods in this class. More...

static void	create2DNaturalSpline (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &values, std::vector< std::vector< double > > &c)
	Fit a natural cubic spline surface f(x,y) to a 2D set of data points. More...

static double	evaluate2DSpline (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &values, const std::vector< std::vector< double > > &c, double u, double v)
	Evaluate a 2D spline generated by one of the other methods in this class. More...

static void	evaluate2DSplineDerivatives (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &values, const std::vector< std::vector< double > > &c, double u, double v, double &dx, double &dy)
	Evaluate the derivatives of a 2D spline generated by one of the other methods in this class. More...

static void	create3DNaturalSpline (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &z, const std::vector< double > &values, std::vector< std::vector< double > > &c)
	Fit a natural cubic spline surface f(x,y,z) to a 3D set of data points. More...

static double	evaluate3DSpline (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &z, const std::vector< double > &values, const std::vector< std::vector< double > > &c, double u, double v, double w)
	Evaluate a 3D spline generated by one of the other methods in this class. More...

static void	evaluate3DSplineDerivatives (const std::vector< double > &x, const std::vector< double > &y, const std::vector< double > &z, const std::vector< double > &values, const std::vector< std::vector< double > > &c, double u, double v, double w, double &dx, double &dy, double &dz)
	Evaluate the derivatives of a 3D spline generated by one of the other methods in this class. More...

Detailed Description

SplineFitter provides routines for performing cubic spline interpolation.

Member Function Documentation

static void create2DNaturalSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	values,
		std::vector< std::vector< double > > &	c
	)

static

Fit a natural cubic spline surface f(x,y) to a 2D set of data points.

The resulting spline interpolates all the data points, has a continuous second derivative everywhere, and has a second derivative of 0 at the boundary.

Parameters

x	the values of the first independent variable at the data points to interpolate. They must be strictly increasing: x[i] > x[i-1].
y	the values of the second independent variable at the data points to interpolate. They must be strictly increasing: y[i] > y[i-1].
values	the values of the dependent variable at the data points to interpolate. They must be ordered so that values[i+xsize*j] = f(x[i],y[j]), where xsize is the length of x.
c	on exit, this contains the spline coefficients at each of the data points

static void create3DNaturalSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	z,
		const std::vector< double > &	values,
		std::vector< std::vector< double > > &	c
	)

static

Fit a natural cubic spline surface f(x,y,z) to a 3D set of data points.

The resulting spline interpolates all the data points, has a continuous second derivative everywhere, and has a second derivative of 0 at the boundary.

Parameters

x	the values of the first independent variable at the data points to interpolate. They must be strictly increasing: x[i] > x[i-1].
y	the values of the second independent variable at the data points to interpolate. They must be strictly increasing: y[i] > y[i-1].
z	the values of the third independent variable at the data points to interpolate. They must be strictly increasing: z[i] > z[i-1].
values	the values of the dependent variable at the data points to interpolate. They must be ordered so that values[i+xsizej+xsizeysize*k] = f(x[i],y[j],z[k]), where xsize is the length of x and ysize is the length of y.
c	on exit, this contains the spline coefficients at each of the data points

static void createNaturalSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		std::vector< double > &	deriv
	)

static

Fit a natural cubic spline to a set of data points.

The resulting spline interpolates all the data points, has a continuous second derivative everywhere, and has a second derivative of 0 at its end points.

Parameters

x	the values of the independent variable at the data points to interpolate. They must be strictly increasing: x[i] > x[i-1].
y	the values of the dependent variable at the data points to interpolate
deriv	on exit, this contains the second derivative of the spline at each of the data points

static void createPeriodicSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		std::vector< double > &	deriv
	)

static

Fit a periodic cubic spline to a set of data points.

The resulting spline interpolates all the data points, has a continuous second derivative everywhere, and has identical second derivatives at the end points.

Parameters

x	the values of the independent variable at the data points to interpolate. They must be strictly increasing: x[i] > x[i-1].
y	the values of the dependent variable at the data points to interpolate. The first and last entries must be identical.
deriv	on exit, this contains the second derivative of the spline at each of the data points

static double evaluate2DSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	values,
		const std::vector< std::vector< double > > &	c,
		double	u,
		double	v
	)

static

Evaluate a 2D spline generated by one of the other methods in this class.

Parameters

x	the values of the first independent variable at the data points to interpolate
y	the values of the second independent variable at the data points to interpolate
values	the values of the dependent variable at the data points to interpolate
c	the vector of spline coefficients that was calculated by one of the other methods
u	the value of the first independent variable at which to evaluate the spline
v	the value of the second independent variable at which to evaluate the spline

Returns: the value of the spline at the specified point

static void evaluate2DSplineDerivatives	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	values,
		const std::vector< std::vector< double > > &	c,
		double	u,
		double	v,
		double &	dx,
		double &	dy
	)

static

Evaluate the derivatives of a 2D spline generated by one of the other methods in this class.

Parameters

x	the values of the first independent variable at the data points to interpolate
y	the values of the second independent variable at the data points to interpolate
values	the values of the dependent variable at the data points to interpolate
c	the vector of spline coefficients that was calculated by one of the other methods
u	the value of the first independent variable at which to evaluate the spline
v	the value of the second independent variable at which to evaluate the spline
dx	on exit, the x derivative of the spline at the specified point
dy	on exit, the y derivative of the spline at the specified point

static double evaluate3DSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	z,
		const std::vector< double > &	values,
		const std::vector< std::vector< double > > &	c,
		double	u,
		double	v,
		double	w
	)

static

Evaluate a 3D spline generated by one of the other methods in this class.

Parameters

x	the values of the first independent variable at the data points to interpolate
y	the values of the second independent variable at the data points to interpolate
z	the values of the third independent variable at the data points to interpolate
values	the values of the dependent variable at the data points to interpolate
c	the vector of spline coefficients that was calculated by one of the other methods
u	the value of the first independent variable at which to evaluate the spline
v	the value of the second independent variable at which to evaluate the spline
w	the value of the third independent variable at which to evaluate the spline

Returns: the value of the spline at the specified point

static void evaluate3DSplineDerivatives	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	z,
		const std::vector< double > &	values,
		const std::vector< std::vector< double > > &	c,
		double	u,
		double	v,
		double	w,
		double &	dx,
		double &	dy,
		double &	dz
	)

static

Evaluate the derivatives of a 3D spline generated by one of the other methods in this class.

Parameters

x	the values of the first independent variable at the data points to interpolate
y	the values of the second independent variable at the data points to interpolate
z	the values of the third independent variable at the data points to interpolate
values	the values of the dependent variable at the data points to interpolate
c	the vector of spline coefficients that was calculated by one of the other methods
u	the value of the first independent variable at which to evaluate the spline
v	the value of the second independent variable at which to evaluate the spline
w	the value of the third independent variable at which to evaluate the spline
dx	on exit, the x derivative of the spline at the specified point
dy	on exit, the y derivative of the spline at the specified point
dz	on exit, the z derivative of the spline at the specified point

static double evaluateSpline	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	deriv,
		double	t
	)

static

Evaluate a 1D spline generated by one of the other methods in this class.

Parameters

x	the values of the independent variable at the data points to interpolate
y	the values of the dependent variable at the data points to interpolate
deriv	the vector of second derivatives that was calculated by one of the other methods
t	the value of the independent variable at which to evaluate the spline

Returns: the value of the spline at the specified point

static double evaluateSplineDerivative	(	const std::vector< double > &	x,
		const std::vector< double > &	y,
		const std::vector< double > &	deriv,
		double	t
	)

static

Evaluate the derivative of a 1D spline generated by one of the other methods in this class.

Parameters

x	the values of the independent variable at the data points to interpolate
y	the values of the dependent variable at the data points to interpolate
deriv	the vector of second derivatives that was calculated by one of the other methods
t	the value of the independent variable at which to evaluate the spline

Returns: the value of the spline's derivative at the specified point

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

SplineFitter.h

Static Public Member Functions

Detailed Description

Member Function Documentation