Weights for Interpolatory Quadrature

TOMS655 is a C++ library which computes weights for interpolatory quadrature schemes, by Sylvan Elhay and Jaroslav Kautsky.

The typical use of this library is for the user to specify a quadrature interval, a weight function, and a sequence of abscissas (which may be repeated), and to request the corresponding weight vector so that an interpolatory quadrature rule is produced.

Note that when an abscissa is repeated, this indicates that, at this point, not only the function value but one or more derivatives are to be used in the quadrature formula.

The library is also suitable for the simpler task of computing both the abscissas and weights for a variety of classical Gaussian quadrature rules, including
NameIntervalWeight function
Chebyshev Type 1(a,b)((b-x)*(x-a))^(-0.5)
Laguerre and Generalized Laguerre(a,+oo)(x-a)^alpha*exp(-b*(x-a))
Hermite and Generalized Hermite(-oo,+oo)|x-a|^alpha*exp(-b*(x-a)^2)

The original, true, correct version of ACM TOMS Algorithm 655 is available through ACM: or NETLIB:


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


TOMS655 is available in a C version and a C++ version and a FORTRAN90 version and a MATLAB version.

Related Data and Programs:

CHEBYSHEV1_RULE, a C++ program which can compute and print a Gauss-Chebyshev type 1 quadrature rule.

CHEBYSHEV2_RULE, a C++ program which can compute and print a Gauss-Chebyshev type 2 quadrature rule.

GEGENBAUER_RULE, a C++ program which can compute and print a Gauss-Gegenbauer quadrature rule.

GEN_HERMITE_RULE, a C++ program which can compute and print a generalized Gauss-Hermite quadrature rule.

GEN_LAGUERRE_RULE, a C++ program which can compute and print a generalized Gauss-Laguerre quadrature rule.

HERMITE_RULE, a C++ program which computes a Gauss-Hermite quadrature rule.

JACOBI_RULE, a C++ program which can compute and print a Gauss-Jacobi quadrature rule.

LAGUERRE_RULE, a C++ program which can compute and print a Gauss-Laguerre quadrature rule.

LEGENDRE_RULE, a C++ program which computes a Gauss-Legendre quadrature rule.

QUADMOM, a C++ library which computes a Gaussian quadrature rule for a weight function rho(x) based on the Golub-Welsch procedure that only requires knowledge of the moments of rho(x).

QUADRULE a C++ library which contains information about quadrature rules, both as tabulated values, and as computational procedures.


  1. Sylvan Elhay, Jaroslav Kautsky,
    Algorithm 655: IQPACK, FORTRAN Subroutines for the Weights of Interpolatory Quadrature,
    ACM Transactions on Mathematical Software,
    Volume 13, Number 4, December 1987, pages 399-415.
  2. Jaroslav Kautsky, Sylvan Elhay,
    Calculation of the Weights of Interpolatory Quadratures,
    Numerische Mathematik,
    Volume 40, Number 3, October 1982, pages 407-422.
  3. Roger Martin, James Wilkinson,
    The Implicit QL Algorithm,
    Numerische Mathematik,
    Volume 12, Number 5, December 1968, pages 377-383.

Source Code:

Examples and Tests:

TOMS655_test tests various routines in the package.

List of Routines:

You can go up one level to the C++ source codes.

Last revised on 08 January 2010.