Example #1
0
    private static void test11()

    //****************************************************************************80
    //
    //  Purpose:
    //
    //    TEST11 tests MONTE_CARLO.
    //
    //  Licensing:
    //
    //    This code is distributed under the GNU LGPL license.
    //
    //  Modified:
    //
    //    19 November 2008
    //
    //  Author:
    //
    //    John Burkardt
    //
    {
        int       dim;
        const int dim_num = 2;
        int       k;

        Console.WriteLine("");
        Console.WriteLine("TEST11");
        Console.WriteLine("  MONTE_CARLO applies a Monte Carlo scheme");
        Console.WriteLine("  to estimate the integral of a function");
        Console.WriteLine("  over the unit hypercube.");
        Console.WriteLine("");
        Console.WriteLine("  The spatial dimension DIM_NUM = " + dim_num + "");

        double[] a = new double[dim_num];
        double[] b = new double[dim_num];

        for (dim = 0; dim < dim_num; dim++)
        {
            a[dim] = 0.0;
        }

        for (dim = 0; dim < dim_num; dim++)
        {
            b[dim] = 1.0;
        }

        int seed = 123456789;

        double exact = FibonacciLattice.e_01_2d(dim_num, a, b);

        Console.WriteLine("");
        Console.WriteLine("         K         M      EXACT     ESTIMATE  ERROR");
        Console.WriteLine("");

        for (k = 2; k <= 5; k++)
        {
            int m = (int)Math.Pow(10, k);

            double quad = MonteCarlo.monte_carlo(dim_num, m, FibonacciLattice.f_01_2d, ref seed);

            double error = Math.Abs(exact - quad);

            Console.WriteLine("  " + k.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + m.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + exact.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + quad.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + error.ToString(CultureInfo.InvariantCulture).PadLeft(10) + "");
        }
    }
Example #2
0
    private static void test01()

    //****************************************************************************80
    //
    //  Purpose:
    //
    //    TEST01 tests FIBONACCI_LATTICE_Q.
    //
    //  Licensing:
    //
    //    This code is distributed under the GNU LGPL license.
    //
    //  Modified:
    //
    //    19 November 2008
    //
    //  Author:
    //
    //    John Burkardt
    //
    {
        int       dim;
        const int dim_num = 2;
        int       k;

        Console.WriteLine("");
        Console.WriteLine("TEST01");
        Console.WriteLine("  FIBONACCI_LATTICE_Q applies a Fibonacci lattice rule");
        Console.WriteLine("  to integrate a function over the unit square.");
        Console.WriteLine("  These Fibonacci rules are only available in 2D.");
        Console.WriteLine("");
        Console.WriteLine("  The spatial dimension DIM_NUM = " + dim_num + "");

        double[] a = new double[dim_num];
        double[] b = new double[dim_num];

        for (dim = 0; dim < dim_num; dim++)
        {
            a[dim] = 0.0;
        }

        for (dim = 0; dim < dim_num; dim++)
        {
            b[dim] = 1.0;
        }

        double exact = FibonacciLattice.e_01_2d(dim_num, a, b);

        Console.WriteLine("");
        Console.WriteLine("         K         M      EXACT     ESTIMATE  ERROR");
        Console.WriteLine("");

        for (k = 3; k <= 18; k++)
        {
            int m = Helpers.fibonacci(k);

            double quad = FibonacciLattice.fibonacci_lattice_q(k, FibonacciLattice.f_01_2d);

            double error = Math.Abs(exact - quad);

            Console.WriteLine("  " + k.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + m.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + exact.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + quad.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + error.ToString(CultureInfo.InvariantCulture).PadLeft(10) + "");
        }
    }
Example #3
0
    private static void test10()

    //****************************************************************************80
    //
    //  Purpose:
    //
    //    TEST10 tests LATTICE_NP1.
    //
    //  Licensing:
    //
    //    This code is distributed under the GNU LGPL license.
    //
    //  Modified:
    //
    //    23 November 2008
    //
    //  Author:
    //
    //    John Burkardt
    //
    //  Reference:
    //
    //    Ian Sloan, Stephen Joe,
    //    Lattice Methods for Multiple Integration,
    //    Oxford, 1994, page 18.
    //
    {
        int       dim;
        const int dim_num = 2;
        int       k;

        Console.WriteLine("");
        Console.WriteLine("TEST10");
        Console.WriteLine("  LATTICE_NP1 applies a lattice rule to a");
        Console.WriteLine("  nonperiodic function using a nonlinear transformation");
        Console.WriteLine("  to integrate a function over the unit square.");
        Console.WriteLine("");
        Console.WriteLine("  The spatial dimension DIM_NUM = " + dim_num + "");

        int[] z = new int[dim_num];

        z[0] = 1;
        z[1] = 2;

        double[] a = new double[dim_num];
        double[] b = new double[dim_num];

        for (dim = 0; dim < dim_num; dim++)
        {
            a[dim] = 0.0;
        }

        for (dim = 0; dim < dim_num; dim++)
        {
            b[dim] = 1.0;
        }

        typeMethods.i4vec_print(dim_num, z, "  The lattice generator vector:");

        Console.WriteLine("");
        Console.WriteLine("         I         M      EXACT     ESTIMATE  ERROR");
        Console.WriteLine("");

        for (k = 3; k <= 18; k++)
        {
            int m = Helpers.fibonacci(k);

            double quad = Lattice.lattice_np1(dim_num, m, z, FibonacciLattice.f_01_2d);

            double exact = FibonacciLattice.e_01_2d(dim_num, a, b);

            double error = Math.Abs(exact - quad);

            Console.WriteLine("  " + k.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + m.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + exact.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + quad.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + error.ToString(CultureInfo.InvariantCulture).PadLeft(10) + "");
        }
    }
Example #4
0
    private static void test08()

    //****************************************************************************80
    //
    //  Purpose:
    //
    //    TEST08 tests LATTICE.
    //
    //  Licensing:
    //
    //    This code is distributed under the GNU LGPL license.
    //
    //  Modified:
    //
    //    21 November 2008
    //
    //  Author:
    //
    //    John Burkardt
    //
    //  Reference:
    //
    //    Ian Sloan, Stephen Joe,
    //    Lattice Methods for Multiple Integration,
    //    Oxford, 1994, page 18.
    //
    {
        int       dim;
        const int dim_num = 2;
        int       i;
        const int m = 53;

        Console.WriteLine("");
        Console.WriteLine("TEST08");
        Console.WriteLine("  LATTICE applies a lattice rule to integrate");
        Console.WriteLine("  a function over the unit hypercube.");
        Console.WriteLine("");
        Console.WriteLine("  The spatial dimension DIM_NUM = " + dim_num + "");
        Console.WriteLine("  The lattice rule order M will vary.");
        Console.WriteLine("  The lattice generator vector Z will vary.");

        int[] z = new int[dim_num];

        z[0] = 1;

        double[] a = new double[dim_num];
        double[] b = new double[dim_num];

        for (dim = 0; dim < dim_num; dim++)
        {
            a[dim] = 0.0;
        }

        for (dim = 0; dim < dim_num; dim++)
        {
            b[dim] = 1.0;
        }

        typeMethods.i4vec_print(dim_num, z, "  The lattice generator vector:");

        Console.WriteLine("");
        Console.WriteLine("         M      Z[0]      Z[1]      EXACT     ESTIMATE  ERROR");
        Console.WriteLine("");

        for (i = 1; i <= m - 1; i++)
        {
            z[1] = i;

            double quad = Lattice.lattice(dim_num, m, z, FibonacciLattice.f_01_2d);

            double exact = FibonacciLattice.e_01_2d(dim_num, a, b);

            double error = Math.Abs(exact - quad);

            Console.WriteLine("  " + m.ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + z[0].ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + z[1].ToString(CultureInfo.InvariantCulture).PadLeft(8)
                              + "  " + exact.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + quad.ToString(CultureInfo.InvariantCulture).PadLeft(10)
                              + "  " + error.ToString(CultureInfo.InvariantCulture).PadLeft(10) + "");
        }
    }