Package com.polytechnik.utils
Class Chebyshev
java.lang.Object
com.polytechnik.utils.Chebyshev
- All Implemented Interfaces:
BasisFunctionsCalculatable
,BasisFunctionsMultipliable
,BasisPolynomials
,ConfederateMatrixCalculatable
,SimpleBasisPolynomials
Chebyshev polynomials basis,
using \( T_k=\alpha_{k-1} x*T_{k-1}-T_{k-2} \), where \( \alpha_{k}=1 \) for k=0, and 2 otherwise.
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Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptiondouble
calculate
(int n, double x) Calculation of the value of n-th Chebyshev polynomial at given x.double[]
getaxbP
(double[] p, double ma, double mb) Multiply p by ma*x+mb.double[][]
getBasisFunctionsOnPolynomialArgument
(int numQl, double[] pol, BasisFunctionsCalculatable PBASIS) This method calculates \( Q_l(pol(x))\), where pol(x) is a given polynomial and \( Q_l \) is basis finction of this (notPBASIS
!) basis.double[]
getConfederateMatrix
(double[] coefs) Calculates confederate matrix to solve polynomial equations in Chebyshev basis directly.double
getD0
(double[] Tcoefs, double x) Calculates \( \sum_k T_k(x) Tcoefs[k] \).double
getD1
(double[] Tcoefs, double x) Calculates \( d/dx \sum_k T_k(x) Tcoefs[k] \).double
getD2
(double[] Tcoefs, double x) Calculates \( d^2/dx^2 \sum_k T_k(x) Tcoefs[k] \).double[]
getDifferentiated
(double[] Tcoefs) Differentiate a function in Chebyshev basis, F(x) - a polynomial of n-th order.double[]
getIntegrated
(double[] Tcoefs) Integrate a function in Chebyshev basis, То calculate use the formulae Prudnikov, Brychkov, Marichev, volume 2, 2003, formulae 1.14.2.1 page 46.double[]
getMomentsFromSample
(int nmoments, double[] x, double[] w, int nelsinsample) Given observations x and weights w calculate the 0..nmoms-1 moments in the basis.double[]
getNext
(int n, double[] Tnm1, double[] Tnm2, boolean flag_type2, BasisFunctionsCalculatable PBASIS) Calculates n-th Chebyshev polynomial in PBASIS using \( T_n=\alpha_{n-1} x*T_{n-1}-T_{n-2} \), where \( \alpha_{n}=1 \) for n=0, and 2 otherwise.double[]
getXQkMomentsFromQkMoments
(double[] moments) Calculate <F|xTk> moments from <F|Tk>.static void
A unit test.sdiv1
(double[] p, double x0) Divide p by (x-x0), returns quotient and remainder.void
setNewtonBinomialLikeCoefs
(int n, double[] b, double[] q, double a, double x0) Calculates T_n(a(x+x0)) using 3 term recurrence.void
setQlQmExpansionCoefs
(int l, int m, double[] s) Expand \( T_l(z)T_m(z)=\sum_{k=0}^{l+m} s_k T_k(z) \), formulae 22.7.24 Abramowitz and Stegun 1972, p.Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
Methods inherited from interface com.polytechnik.utils.BasisFunctionsCalculatable
convertFunctionTo_Basis_from_Monomials, convertFunctionTo_Basis_from_PBASIS, convertFunctionTo_Monomials_from_Basis, getMomentsFromSample, getMomentsFromSample, getONE, getX0Moments
Methods inherited from interface com.polytechnik.utils.BasisFunctionsMultipliable
getBasisFunctionsMultipliedByPolynomial, getKK, getMomentsOfMeasureProducingPolynomialInKK, getMomentsOfMeasureProducingPolynomialInKK_MQQM, getPQkMomentsFromQkMoments, getQQMatr, getTwoQuadraticFormsProductAsQuadraticForm, mult2Pol, sdiv
Methods inherited from interface com.polytechnik.utils.BasisPolynomials
getNext
Methods inherited from interface com.polytechnik.utils.SimpleBasisPolynomials
convertBasisToPBASIS, convertFunctionTo_PBASIS_from_Basis, getBasisFunctionsMultipliedByPolynomial, getBasisFunctionsOnPolynomialArgument
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Constructor Details
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Chebyshev
public Chebyshev()
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Method Details
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getNext
public double[] getNext(int n, double[] Tnm1, double[] Tnm2, boolean flag_type2, BasisFunctionsCalculatable PBASIS) Calculates n-th Chebyshev polynomial in PBASIS using \( T_n=\alpha_{n-1} x*T_{n-1}-T_{n-2} \), where \( \alpha_{n}=1 \) for n=0, and 2 otherwise.- Specified by:
getNext
in interfaceBasisPolynomials
- Parameters:
n
- T index.Tnm1
- Input \( T_{n-1} \).Tnm2
- Input \( T_{n-2} \).flag_type2
- Whether to use type 2 polynomials.PBASIS
- The basis in which to calculte.- Returns:
- \( T_{n} \) polynomial, array dimension n+1.
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getBasisFunctionsOnPolynomialArgument
public double[][] getBasisFunctionsOnPolynomialArgument(int numQl, double[] pol, BasisFunctionsCalculatable PBASIS) Description copied from interface:SimpleBasisPolynomials
This method calculates \( Q_l(pol(x))\), where pol(x) is a given polynomial and \( Q_l \) is basis finction of this (notPBASIS
!) basis. This method may not be stable for a large dimensions ofpol.length
. Equivalent to numQl applications ofSimpleBasisPolynomials.getNext(int, double[], double[], com.polytechnik.utils.BasisFunctionsCalculatable)
topol
array. The method can be used to calculate e.g. \( T_n(P_k(x)) \) or \( T_n(P_k(L_m(x^j))) \). For example
meansnew Legendre().getBasisFunctionsOnPolynomialArgument(4,new double []{0,0,0,0,1},new Chebyshev()) ={ { 1.0 }, { 0.0, 0.0, 0.0, 0.0, 1.0 }, { 0.25, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.75 }, { 0.0, 0.0, 0.0, 0.0, 0.375, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.625 } }
\( P_0(T_4(x))=T_0 \)
\( P_1(T_4(x))=T_4(x) \)
\( P_2(T_4(x))=0.25*T_0+0.75*T_8(x) \)
\( P_3(T_4(x))=0.375*T_4(x)+0.625*T_{12}(x) \).- Specified by:
getBasisFunctionsOnPolynomialArgument
in interfaceSimpleBasisPolynomials
- Parameters:
numQl
- The number of basis functions to calculate.pol
- The polynomial to use in \( Q_l(pol(x))\), it is given in thePBASIS
basis.PBASIS
- the basis in whichpol
is given and the result is returned.- Returns:
- An array of numQl dimension, elements: \( Q_0(pol(x)) \),
\( Q_1(pol(x)) \), ... \( Q_{numQl-1}(pol(x)) \) in the basis
PBASIS
.
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calculate
public double calculate(int n, double x) Calculation of the value of n-th Chebyshev polynomial at given x.- Specified by:
calculate
in interfaceBasisFunctionsCalculatable
- Parameters:
n
- T index.x
- Argument.- Returns:
- The value of the Chebyshev polynomial Tn at x.
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getMomentsFromSample
public double[] getMomentsFromSample(int nmoments, double[] x, double[] w, int nelsinsample) Description copied from interface:BasisFunctionsCalculatable
Given observations x and weights w calculate the 0..nmoms-1 moments in the basis.- Specified by:
getMomentsFromSample
in interfaceBasisFunctionsCalculatable
- Parameters:
nmoments
- The number of moments to calculate.x
- observation samples.w
- weights.nelsinsample
- How many elements to sample.- Returns:
- nelsinsample generalzied moments, \( k=0\dots nmoms-1 \): \( \sum_{j=0}^{nelsinsample-1} Q_k(x[j])*w[j] \).
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getD0
public double getD0(double[] Tcoefs, double x) Calculates \( \sum_k T_k(x) Tcoefs[k] \). Two versions: original and the one copied from http://www.alglib.net/.- Specified by:
getD0
in interfaceBasisFunctionsCalculatable
- Parameters:
Tcoefs
- Coefficients.x
- Point to estimate the sum.- Returns:
- The sum.
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getD1
public double getD1(double[] Tcoefs, double x) Calculates \( d/dx \sum_k T_k(x) Tcoefs[k] \).- Specified by:
getD1
in interfaceBasisFunctionsCalculatable
- Parameters:
Tcoefs
- Coefficients.x
- Pont to estimate the sum.- Returns:
- The derivative.
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getD2
public double getD2(double[] Tcoefs, double x) Calculates \( d^2/dx^2 \sum_k T_k(x) Tcoefs[k] \).- Specified by:
getD2
in interfaceBasisFunctionsCalculatable
- Parameters:
Tcoefs
- Coefficients.x
- Pont to estimate the sum.- Returns:
- The second derivative.
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getDifferentiated
public double[] getDifferentiated(double[] Tcoefs) Differentiate a function in Chebyshev basis, F(x) - a polynomial of n-th order. То calculate use the formulae Prudnikov, Brychkov, Marichev, volume 2, 2003, page 651 \( T_k(x)'=kU_{k-1}(x) \) and then express \( U_{k-1}(x) \) through \(T_k(x) \) using http://en.wikipedia.org/wiki/Chebyshev_polynomials#Relation_between_Chebyshev_polynomials_of_the_first_and_second_kinds (recurrently apply formulae 22.5.8 Abramowitz and Stegun 1972, p. 778).- Specified by:
getDifferentiated
in interfaceBasisFunctionsCalculatable
- Parameters:
Tcoefs
- Input: \( F(x)=\sum_k T_k(x)*Tcoefs[k] \).- Returns:
- \( dF/dx=\sum_k T'_k(x)*Tcoefs[k] \).
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getIntegrated
public double[] getIntegrated(double[] Tcoefs) Integrate a function in Chebyshev basis, То calculate use the formulae Prudnikov, Brychkov, Marichev, volume 2, 2003, formulae 1.14.2.1 page 46.- Specified by:
getIntegrated
in interfaceBasisFunctionsCalculatable
- Parameters:
Tcoefs
- Input: \( F(x)=\sum_k T_k(x)*Tcoefs[k] \).- Returns:
- \( \int_0^x F(x)dx=\int_0^x T_k(x)dx*Tcoefs[k] \).
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setQlQmExpansionCoefs
public void setQlQmExpansionCoefs(int l, int m, double[] s) Expand \( T_l(z)T_m(z)=\sum_{k=0}^{l+m} s_k T_k(z) \), formulae 22.7.24 Abramowitz and Stegun 1972, p. 872.- Specified by:
setQlQmExpansionCoefs
in interfaceBasisFunctionsMultipliable
- Parameters:
l
- l.m
- m.s
- coefs.
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getaxbP
public double[] getaxbP(double[] p, double ma, double mb) Multiply p by ma*x+mb. Calculations in Chebyshev. Do not mistake with a and b recurrence coefficiemts ofgetAB()
.- Specified by:
getaxbP
in interfaceBasisFunctionsCalculatable
- Parameters:
p
- Input polynomial.- Returns:
- p*(ma*x+mb), an array of the length 1+p.length.
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sdiv1
Divide p by (x-x0), returns quotient and remainder. Calculations in Chebyshev basis.- Specified by:
sdiv1
in interfaceBasisFunctionsCalculatable
- Parameters:
p
- Input polynomial.x0
- To divide on (x-x0)- Returns:
- The q and r.
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setNewtonBinomialLikeCoefs
public void setNewtonBinomialLikeCoefs(int n, double[] b, double[] q, double a, double x0) Calculates T_n(a(x+x0)) using 3 term recurrence. Calculations in Chebyshev basis. The \( b_k^{n} \) are defined as: \( T_n(a(x+x0))=\sum_{k=0}^{k=n}b_k^{n} T_k(x) \) The method should be applied consequently to get \( b_k^{n} \) for n=0,1,2,3,...- Specified by:
setNewtonBinomialLikeCoefs
in interfaceBasisPolynomials
- Parameters:
n
- The max dimension of b.b
- On input: \( b_k^{n-1} \), on output \( b_k^{n} \).q
- On input: \( b_k^{n-2} \), on output: \( b_k^{n-1} \).
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getXQkMomentsFromQkMoments
public double[] getXQkMomentsFromQkMoments(double[] moments) Calculate <F|xTk> moments from <F|Tk>.- Specified by:
getXQkMomentsFromQkMoments
in interfaceBasisFunctionsCalculatable
- Parameters:
moments
- <F|Tk>- Returns:
- <F|xTk>
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getConfederateMatrix
public double[] getConfederateMatrix(double[] coefs) Calculates confederate matrix to solve polynomial equations in Chebyshev basis directly. We use the three term recurrence: \[ T_k=\alpha_{k-1} x*T_{k-1}-T_{k-2} \], where \( \alpha_{k}=1 \) for k=0, and 2 otherwise. UseABASISCHEBYSHEV
to calculate roots.- Specified by:
getConfederateMatrix
in interfaceConfederateMatrixCalculatable
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main
A unit test.
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