INT_EXACTNESS_LEGENDRE
Exactness of Gauss-Legendre Quadrature Rules

INT_EXACTNESS_LEGENDRE is a C++ program which investigates the polynomial exactness of a Gauss-Legendre quadrature rule for the interval [-1,+1].

This program is actually appropriate for any quadrature rule that estimates integrals on [-1,+1], and which does not including a weighting function w(x) in the integral. This includes:

• Clenshaw-Curtis rules;
• Fejer rules of Type 1 or 2;
• Gauss-Legendre rules;
• Gauss-Lobatto rules (Gauss rule including both endpoints);
• Gauss-Patterson rules;
• Gauss-Radau rules (Gauss rule including one endpoint);
• Newton-Cotes rules, open and closed forms;

Standard Gauss-Legendre quadrature assumes that the integrand we are considering has a form like:

        Integral ( -1 <= x <= +1 ) f(x) dx
      

A standard Gauss-Legendre quadrature rule is a set of n positive weights w and abscissas x so that

        Integral ( -1 <= x <= +1 ) f(x) dx
      

        Sum ( 1 <= I <= N ) w(i) * f(x(i))
      

For a standard Gauss-Legendre rule, polynomial exactness is defined in terms of the function f(x). That is, we say the rule is exact for polynomials up to degree DEGREE_MAX if, for any polynomial f(x) of that degree or less, the quadrature rule will produce the exact value of

        Integral ( -1 <= x <= +1 ) f(x) dx
      

The program starts at DEGREE = 0, and then proceeds to DEGREE = 1, 2, and so on up to a maximum degree DEGREE_MAX specified by the user. At each value of DEGREE, the program generates the corresponding monomial term, applies the quadrature rule to it, and determines the quadrature error. The program uses a scaling factor on each monomial so that the exact integral should always be 1; therefore, each reported error can be compared on a fixed scale.

The program is very flexible and interactive. The quadrature rule is defined by three files, to be read at input, and the maximum degree top be checked is specified by the user as well.

Note that the three files that define the quadrature rule are assumed to have related names, of the form

• prefix_x.txt
• prefix_w.txt
• prefix_r.txt

For information on the form of these files, see the QUADRATURE_RULES directory listed below.

The exactness results are written to an output file with the corresponding name:

• prefix_exact.txt

Usage:

int_exactness_legendre prefix degree_max

• prefix is the common prefix for the files containing the abscissa, weight and region information of the quadrature rule;
• degree_max is the maximum monomial degree to check. This would normally be a relatively small nonnegative number, such as 5, 10 or 15.

If the arguments are not supplied on the command line, the program will prompt for them.

Licensing:

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

Related Data and Programs:

CLENSHAW_CURTIS is a C++ library which sets up a Clenshaw Curtis quadrature grid in multiple dimensions.

INT_EXACTNESS is a C++ program which tests the polynomial exactness of a quadrature rule for a finite interval.

INT_EXACTNESS_CHEBYSHEV1 is a C++ program which tests the polynomial exactness of Gauss-Chebyshev type 1 quadrature rules.

INT_EXACTNESS_CHEBYSHEV2 is a C++ program which tests the polynomial exactness of Gauss-Chebyshev type 2 quadrature rules.

INT_EXACTNESS_GEGENBAUER is a C++ program which tests the polynomial exactness of Gauss-Gegenbauer quadrature rules.

INT_EXACTNESS_GEN_HERMITE is a C++ program which tests the polynomial exactness of a generalized Gauss-Hermite quadrature rule.

INT_EXACTNESS_GEN_LAGUERRE is a C++ program which tests the polynomial exactness of a generalized Gauss-Laguerre quadrature rule.

INT_EXACTNESS_HERMITE is a C++ program which tests the polynomial exactness of a Gauss-Hermite quadrature rule.

INT_EXACTNESS_JACOBI is a C++ program which tests the polynomial exactness of a Gauss-Jacobi quadrature rule.

INT_EXACTNESS_LAGUERRE is a C++ program which tests the polynomial exactness of a Gauss-Laguerre quadrature rule.

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

INTEGRAL_TEST is a FORTRAN90 program which uses test integrals to measure the effectiveness of certain sets of quadrature rules.

INTLIB is a FORTRAN90 library which numerically estimates integrals in one dimension.

LEGENDRE_RULE is a C++ program which generates a Gauss-Legendre quadrature rule on request.

PRODUCT_RULE is a C++ program which can create a multidimensional quadrature rule as a product of 1D quadrature rules.

QUADRATURE_RULES is a dataset directory which contains sets of files that define quadrature rules over various 1D intervals or multidimensional hypercubes.

QUADRATURE_RULES_LEGENDRE is a dataset directory which contains sets of files that define Gauss-Legendre quadrature rules.

QUADRULE is a C++ library which defines quadrature rules on a variety of intervals with different weight functions.

STROUD is a FORTRAN90 library which defines quadrature rules for a variety of unusual areas, surfaces and volumes in 2D, 3D and multiple dimensions.

TEST_INT is a FORTRAN90 library which defines integrand functions that can be approximately integrated by a Gauss-Legendre rule.

Reference:

1. Philip Davis, Philip Rabinowitz,
   Methods of Numerical Integration,
   Second Edition,
   Dover, 2007,
   ISBN: 0486453391,
   LC: QA299.3.D28.

Source Code:

• int_exactness_legendre.C, the source code.
• int_exactness_legendre.csh, commands to compile the source code.

Examples and Tests:

LEG_O1 is a standard Gauss-Legendre order 1 rule.

• leg_o1_x.txt, the abscissas of the rule.
• leg_o1_w.txt, the weights of the rule.
• leg_o1_r.txt, defines the region for the rule.
• leg_o1_exact.txt, the results of the command

  int_exactness_legendre leg_o1 5

LEG_O2 is a standard Gauss-Legendre order 2 rule.

• leg_o2_x.txt, the abscissas of the rule.
• leg_o2_w.txt, the weights of the rule.
• leg_o2_r.txt, defines the region for the rule.
• leg_o2_exact.txt, the results of the command

  int_exactness_legendre leg_o2 5

LEG_O4 is a standard Gauss-Legendre order 4 rule.

• leg_o4_x.txt, the abscissas of the rule.
• leg_o4_w.txt, the weights of the rule.
• leg_o4_r.txt, defines the region for the rule.
• leg_o4_exact.txt, the results of the command

  int_exactness_legendre leg_o4 10

LEG_O8 is a standard Gauss-Legendre order 8 rule.

• leg_o8_x.txt, the abscissas of the rule.
• leg_o8_w.txt, the weights of the rule.
• leg_o8_r.txt, defines the region for the rule.
• leg_o8_exact.txt, the results of the exactness test.
the results of the command

int_exactness_legendre leg_o8 18

LEG_O16 is a standard Gauss-Legendre order 16 rule.

• leg_o16_x.txt, the abscissas of the rule.
• leg_o16_w.txt, the weights of the rule.
• leg_o16_r.txt, defines the region for the rule.
• leg_o16_exact.txt, the results of the command

  int_exactness_legendre leg_o16 35

List of Routines:

• MAIN is the main program for INT_EXACTNESS_LEGENDRE.
• CH_CAP capitalizes a single character.
• CH_EQI is true if two characters are equal, disregarding case.
• CH_TO_DIGIT returns the integer value of a base 10 digit.
• DTABLE_DATA_READ reads the data from a DTABLE file.
• DTABLE_HEADER_READ reads the header from a DTABLE file.
• FILE_COLUMN_COUNT counts the number of columns in the first line of a file.
• FILE_ROW_COUNT counts the number of row records in a file.
• MONOMIAL_QUADRATURE_LEGENDRE applies a quadrature rule to a monomial.
• R8_ABS returns the absolute value of an R8.
• S_LEN_TRIM returns the length of a string to the last nonblank.
• S_TO_I4 reads an I4 from a string.
• S_TO_R8 reads an R8 from a string.
• S_TO_R8VEC reads an R8VEC from a string.
• S_WORD_COUNT counts the number of "words" in a string.
• TIMESTAMP prints the current YMDHMS date as a time stamp.
• TIMESTRING returns the current YMDHMS date as a string.

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