Class Monomials

java.lang.Object
com.polytechnik.utils.Monomials
All Implemented Interfaces:
BasisFunctionsCalculatable, BasisFunctionsMultipliable, BasisPolynomials, ConfederateMatrixCalculatable, SimpleBasisPolynomials

public class Monomials extends Object implements BasisPolynomials
Monomials polynomials basis, using \( T_n = x*T_{n-1} \).
  • Field Details

  • Constructor Details

    • Monomials

      public Monomials()
  • Method Details

    • getNext

      public double[] getNext(int n, double[] Tnm1, double[] Tnm2, boolean flag_type2, BasisFunctionsCalculatable PBASIS)
      Calculates n-th Monomials polynomial using \( T_k = x*T_{k-1} \)
      Specified by:
      getNext in interface BasisPolynomials
      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.
    • 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 (not PBASIS!) basis. This method may not be stable for a large dimensions of pol.length. Equivalent to numQl applications of SimpleBasisPolynomials.getNext(int, double[], double[], com.polytechnik.utils.BasisFunctionsCalculatable) to pol 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
      
      new 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 }
      }
      
      means
      \( P_0(T_4(x))=T_0 \)
      \( P_1(T_4(x))=T_4(x) \)
      \( P_2(T_4(x))=0.25*T_0+0.75*T_8(x) \)
      \( P_3(T_4(x))=0.375*T_4(x)+0.625*T_{12}(x) \).
      Specified by:
      getBasisFunctionsOnPolynomialArgument in interface SimpleBasisPolynomials
      Parameters:
      numQl - The number of basis functions to calculate.
      pol - The polynomial to use in \( Q_l(pol(x))\), it is given in the PBASIS basis.
      PBASIS - the basis in which pol 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.
    • calculate

      public double calculate(int n, double x)
      Calculation of the value of n-th Monomials polynomial \( x^n \) at given x.
      Specified by:
      calculate in interface BasisFunctionsCalculatable
      Parameters:
      n - T index.
      x - Argument.
      Returns:
      The value of the Monomials polynomial Tn at x.
    • 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 interface BasisFunctionsCalculatable
      Parameters:
      nmoments - The number of moments to calculate.
      x - observation samples.
      w - weights.
      nelsinsample - How many elements to sample.
      Returns:
      nelsinsample generalzied moments, \( k=0\dots nmoms-1 \): \( \sum_{j=0}^{nelsinsample-1} Q_k(x[j])*w[j] \).
    • getD0

      public double getD0(double[] Tcoefs, double x)
      Calculates \( \sum_k x^k Tcoefs[k] \). Two versions: original and the one copied from http://www.alglib.net/.
      Specified by:
      getD0 in interface BasisFunctionsCalculatable
      Parameters:
      Tcoefs - Coefficients.
      x - Point to estimate the sum.
      Returns:
      The sum.
    • getD1

      public double getD1(double[] Tcoefs, double x)
      Calculates \( d/dx \sum_k x^k Tcoefs[k] \).
      Specified by:
      getD1 in interface BasisFunctionsCalculatable
      Parameters:
      Tcoefs - Coefficients.
      x - Pont to estimate the sum.
      Returns:
      The derivative.
    • getD2

      public double getD2(double[] Tcoefs, double x)
      Calculates \( d^2/dx^2 \sum_k x^k Tcoefs[k] \).
      Specified by:
      getD2 in interface BasisFunctionsCalculatable
      Parameters:
      Tcoefs - Coefficients.
      x - Pont to estimate the sum.
      Returns:
      The second derivative.
    • getDifferentiated

      public double[] getDifferentiated(double[] Tcoefs)
      Description copied from interface: BasisFunctionsCalculatable
      Differentiate a function in basis,
      Specified by:
      getDifferentiated in interface BasisFunctionsCalculatable
      Parameters:
      Tcoefs - : \( F(x)=\sum_k Q_k(x) Qcoefs[k] \).
      Returns:
      \( dF/dx=\sum_k Q'_k(x) Qcoefs[k] \).
    • getIntegrated

      public double[] getIntegrated(double[] Tcoefs)
      Description copied from interface: BasisFunctionsCalculatable
      Integrate a function in basis.
      Specified by:
      getIntegrated in interface BasisFunctionsCalculatable
      Parameters:
      Tcoefs - : \( F(x)=\sum_k Q_k(x) Qcoefs[k] \).
      Returns:
      \( \int F(x)dx=\sum_k Qcoefs[k] \int Q_k(x) dx \). The integral is typically normalized as I(0)=0.
    • setQlQmExpansionCoefs

      public void setQlQmExpansionCoefs(int l, int m, double[] s)
      Expand \( z^l z^m=\sum_{k=0}^{l+m} s_k z^k \).
      Specified by:
      setQlQmExpansionCoefs in interface BasisFunctionsMultipliable
      Parameters:
      l - l.
      m - m.
      s - coefs.
    • getaxbP

      public double[] getaxbP(double[] p, double ma, double mb)
      Multiply p by ma*x+mb. Calculations in Monomials. Do not mistake with a and b recurrence coefficiemts of getAB().
      Specified by:
      getaxbP in interface BasisFunctionsCalculatable
      Parameters:
      p - Input polynomial.
      ma - Factor at x to multiply.
      mb - Factor to multiply.
      Returns:
      p*(ma*x+mb) in basis.
    • sdiv1

      public SDivRes sdiv1(double[] p, double x0)
      Divide p by (x-x0), returns quotient and remainder. Calculations in Monomials basis.
      Specified by:
      sdiv1 in interface BasisFunctionsCalculatable
      Parameters:
      p - Input polynomial.
      x0 - To divide on (x-x0)
      Returns:
      Quotient and remainder.
    • 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 Monomials basis (Newton Binomial). 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 interface BasisPolynomials
      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: \( b_k^{n-1} \).
    • getXQkMomentsFromQkMoments

      public double[] getXQkMomentsFromQkMoments(double[] moments)
      Calculate <F|xTk> moments from <F|Tk>.
      Specified by:
      getXQkMomentsFromQkMoments in interface BasisFunctionsCalculatable
      Parameters:
      moments - <F|Tk>.
      Returns:
      <F|xTk>.
    • getConfederateMatrix

      public double[] getConfederateMatrix(double[] coefs)
      Calculates confederate matrix to solve polynomial equations in Monomials basis (companion matrix). We use the three term recurrence: \[ T_k=x*T_{k-1} \] Use ABASISMONOMIALS to calculate roots.
      Specified by:
      getConfederateMatrix in interface ConfederateMatrixCalculatable
    • main

      public static void main(String[] args)
      A unit test.