Public Types | Static Public Member Functions | List of all members
gtsam::Chebyshev2Basis Struct Reference

#include <Chebyshev.h>

Inheritance diagram for gtsam::Chebyshev2Basis:
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Public Types

using Parameters = Eigen::Matrix< double, -1, 1 >
 

Static Public Member Functions

static Weights CalculateWeights (size_t N, double x, double a=-1, double b=1)
 
static Weights DerivativeWeights (size_t N, double x, double a=-1, double b=1)
 Evaluate Chebyshev derivative at x. More...
 
- Static Public Member Functions inherited from gtsam::Basis< Chebyshev2Basis >
static Matrix WeightMatrix (size_t N, const Vector &X)
 
static Matrix WeightMatrix (size_t N, const Vector &X, double a, double b)
 Calculate weights for all x in vector X, with interval [a,b]. More...
 

Detailed Description

Basis of Chebyshev polynomials of the second kind. https://en.wikipedia.org/wiki/Chebyshev_polynomials#Second_kind These are typically denoted with the symbol U_n, where n is the degree. The parameter N is the number of coefficients, i.e., N = n+1. In contrast to the templates in Chebyshev2, the classes below specify basis functions, weighted combinations of which are used to approximate functions. In this sense, they are like the sines and cosines of the Fourier basis.

Definition at line 80 of file Chebyshev.h.

Member Typedef Documentation

◆ Parameters

Definition at line 81 of file Chebyshev.h.

Member Function Documentation

◆ CalculateWeights()

Weights gtsam::Chebyshev2Basis::CalculateWeights ( size_t  N,
double  x,
double  a = -1,
double  b = 1 
)
static

Evaluate Chebyshev Weights on [-1,1] at any x up to order N-1 (N values).

Parameters
NDegree of the polynomial.
xPoint to evaluate polynomial at.
aLower limit of polynomial (default=-1).
bUpper limit of polynomial (default=1).

Definition at line 64 of file Chebyshev.cpp.

◆ DerivativeWeights()

Weights gtsam::Chebyshev2Basis::DerivativeWeights ( size_t  N,
double  x,
double  a = -1,
double  b = 1 
)
static

Evaluate Chebyshev derivative at x.

Parameters
NDegree of the polynomial.
xPoint to evaluate polynomial at.
aLower limit of polynomial (default=-1).
bUpper limit of polynomial (default=1).
Returns
Weights

Definition at line 79 of file Chebyshev.cpp.


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


gtsam
Author(s):
autogenerated on Tue Jul 4 2023 02:46:15