HERMITE_PRODUCT_POLYNOMIAL
Multivariate Products of Hermite Polynomials


HERMITE_PRODUCT_POLYNOMIAL, a MATLAB library which defines a Hermite product polynomial (HePP), creating a multivariate polynomial as the product of univariate Hermite polynomials.

The Hermite polynomials are a polynomial sequence He(i,x), with polynomial I having degree I.

The first few Hermite polynomials He(i,x) are

        0: 1
        1: x
        2: x^2 -  1
        3: x^3 -  3 x
        4: x^4 -  6 x^2 + 3
        5: x^5 - 10 x^3 + 15 x
      

A Hermite product polynomial may be defined in a space of M dimensions by choosing M indices. To evaluate the polynomial at a point X, compute the product of the corresponding Hermite polynomials, with each the I-th polynomial evaluated at the I-th coordinate:

        He((I1,I2,...IM),X) = He(1,X(1)) * He(2,X(2)) * ... * He(M,X(M)).
      

Families of polynomials which are formed in this way can have useful properties for interpolation, derivable from the properties of the 1D family.

While it is useful to generate a Hermite product polynomial from its index set, and it is easy to evaluate it directly, the sum of two Hermite product polynomials cannot be reduced to a single Hermite product polynomial. Thus, it may be useful to generate the Hermite product polynomial from its indices, but then to convert it to a standard polynomial form.

The representation of arbitrary multivariate polynomials can be complicated. In this library, we have chosen a representation involving the spatial dimension M, and three pieces of data, O, C and E.

The exponent indexing is done in a natural way, suggested by the following indexing for the case M = 2:

        1: x^0 y^0  
        2: x^0 y^1
        3: x^1 y^0
        4: x^0 y^2
        5: x^1 y^1
        6; x^2 y^0
        7: x^0 y^3
        8: x^1 y^2
        9: x^2 y^1
       10: x^3 y^0
       ...
      

Licensing:

The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.

Languages:

HERMITE_PRODUCT_POLYNOMIAL is available in a C version and a C++ version and a FORTRAN77 version and a FORTRAN90 version and a MATLAB version.

Related Data and Programs:

COMBO, a MATLAB library which includes routines for ranking, unranking, enumerating and randomly selecting balanced sequences, cycles, graphs, Gray codes, subsets, partitions, permutations, restricted growth functions, Pruefer codes and trees.

HERMITE_POLYNOMIAL, a MATLAB library which evaluates the Hermite polynomial and associated functions.

LEGENDRE_PRODUCT_POLYNOMIAL, a MATLAB library which defines Legendre product polynomials, creating a multivariate polynomial as the product of univariate Legendre polynomials.

MONOMIAL, a MATLAB library which enumerates, lists, ranks, unranks and randomizes multivariate monomials in a space of M dimensions, with total degree less than N, equal to N, or lying within a given range.

POLPAK, a MATLAB library which evaluates a variety of mathematical functions, including Chebyshev, Gegenbauer, Hermite, Jacobi, Laguerre, Legendre polynomials, and the Collatz sequence.

POLYNOMIAL, a MATLAB library which adds, multiplies, differentiates, evaluates and prints multivariate polynomials in a space of M dimensions.

SUBSET, a MATLAB library which enumerates, generates, ranks and unranks combinatorial objects including combinations, compositions, Gray codes, index sets, partitions, permutations, subsets, and Young tables.

Source Code:

Examples and Tests:

You can go up one level to the MATLAB source codes.


Last revised on 22 October 2014.