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+/* integration/qagp.c
+ *
+ * Copyright (C) 1996, 1997, 1998, 1999, 2000 Brian Gough
+ *
+ * This program is free software; you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation; either version 2 of the License, or (at
+ * your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful, but
+ * WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+ */
+
+#include <config.h>
+#include <stdlib.h>
+#include <gsl/gsl_errno.h>
+#include <gsl/gsl_integration.h>
+
+static int
+qagp (const gsl_function *f,
+ const double *pts, const size_t npts,
+ const double epsabs, const double epsrel, const size_t limit,
+ gsl_integration_workspace * workspace,
+ double *result, double *abserr,
+ gsl_integration_rule * q);
+
+#include "initialise.c"
+#include "qpsrt.c"
+#include "util.c"
+#include "append.c"
+#include "reset.c"
+#include "qelg.c"
+#include "qpsrt2.c"
+#include "ptsort.c"
+#include "positivity.c"
+
+int
+gsl_integration_qagp (const gsl_function *f,
+ double * pts, size_t npts,
+ double epsabs, double epsrel, size_t limit,
+ gsl_integration_workspace * workspace,
+ double * result, double * abserr)
+{
+ int status = qagp (f, pts, npts,
+ epsabs, epsrel, limit,
+ workspace,
+ result, abserr,
+ &gsl_integration_qk21) ;
+
+ return status ;
+}
+
+
+static int
+qagp (const gsl_function * f,
+ const double *pts, const size_t npts,
+ const double epsabs, const double epsrel,
+ const size_t limit,
+ gsl_integration_workspace * workspace,
+ double *result, double *abserr,
+ gsl_integration_rule * q)
+{
+ double area, errsum;
+ double res_ext, err_ext;
+ double result0, abserr0, resabs0;
+ double tolerance;
+
+ double ertest = 0;
+ double error_over_large_intervals = 0;
+ double reseps = 0, abseps = 0, correc = 0;
+ size_t ktmin = 0;
+ int roundoff_type1 = 0, roundoff_type2 = 0, roundoff_type3 = 0;
+ int error_type = 0, error_type2 = 0;
+
+ size_t iteration = 0;
+
+ int positive_integrand = 0;
+ int extrapolate = 0;
+ int disallow_extrapolation = 0;
+
+ struct extrapolation_table table;
+
+ const size_t nint = npts - 1; /* number of intervals */
+
+ size_t *ndin = workspace->level; /* temporarily alias ndin to level */
+
+ size_t i;
+
+ /* Initialize results */
+
+ *result = 0;
+ *abserr = 0;
+
+ /* Test on validity of parameters */
+
+ if (limit > workspace->limit)
+ {
+ GSL_ERROR ("iteration limit exceeds available workspace", GSL_EINVAL) ;
+ }
+
+ if (npts > workspace->limit)
+ {
+ GSL_ERROR ("npts exceeds size of workspace", GSL_EINVAL);
+ }
+
+ if (epsabs <= 0 && (epsrel < 50 * GSL_DBL_EPSILON || epsrel < 0.5e-28))
+ {
+ GSL_ERROR ("tolerance cannot be acheived with given epsabs and epsrel",
+ GSL_EBADTOL);
+ }
+
+ /* Check that the integration range and break points are an
+ ascending sequence */
+
+ for (i = 0; i < nint; i++)
+ {
+ if (pts[i + 1] < pts[i])
+ {
+ GSL_ERROR ("points are not in an ascending sequence", GSL_EINVAL);
+ }
+ }
+
+ /* Perform the first integration */
+
+ result0 = 0;
+ abserr0 = 0;
+ resabs0 = 0;
+
+ initialise (workspace, 0.0, 0.0) ;
+
+ for (i = 0; i < nint; i++)
+ {
+ double area1, error1, resabs1, resasc1;
+ const double a1 = pts[i];
+ const double b1 = pts[i + 1];
+
+ q (f, a1, b1, &area1, &error1, &resabs1, &resasc1);
+
+ result0 = result0 + area1;
+ abserr0 = abserr0 + error1;
+ resabs0 = resabs0 + resabs1;
+
+ append_interval (workspace, a1, b1, area1, error1);
+
+ if (error1 == resasc1 && error1 != 0.0)
+ {
+ ndin[i] = 1;
+ }
+ else
+ {
+ ndin[i] = 0;
+ }
+ }
+
+ /* Compute the initial error estimate */
+
+ errsum = 0.0;
+
+ for (i = 0; i < nint; i++)
+ {
+ if (ndin[i])
+ {
+ workspace->elist[i] = abserr0;
+ }
+
+ errsum = errsum + workspace->elist[i];
+
+ }
+
+ for (i = 0; i < nint; i++)
+ {
+ workspace->level[i] = 0;
+ }
+
+ /* Sort results into order of decreasing error via the indirection
+ array order[] */
+
+ sort_results (workspace);
+
+ /* Test on accuracy */
+
+ tolerance = GSL_MAX_DBL (epsabs, epsrel * fabs (result0));
+
+ if (abserr0 <= 100 * GSL_DBL_EPSILON * resabs0 && abserr0 > tolerance)
+ {
+ *result = result0;
+ *abserr = abserr0;
+
+ GSL_ERROR ("cannot reach tolerance because of roundoff error"
+ "on first attempt", GSL_EROUND);
+ }
+ else if (abserr0 <= tolerance)
+ {
+ *result = result0;
+ *abserr = abserr0;
+
+ return GSL_SUCCESS;
+ }
+ else if (limit == 1)
+ {
+ *result = result0;
+ *abserr = abserr0;
+
+ GSL_ERROR ("a maximum of one iteration was insufficient", GSL_EMAXITER);
+ }
+
+ /* Initialization */
+
+ initialise_table (&table);
+ append_table (&table, result0);
+
+ area = result0;
+
+ res_ext = result0;
+ err_ext = GSL_DBL_MAX;
+
+ error_over_large_intervals = errsum;
+ ertest = tolerance;
+
+ positive_integrand = test_positivity (result0, resabs0);
+
+ iteration = nint - 1;
+
+ do
+ {
+ size_t current_level;
+ double a1, b1, a2, b2;
+ double a_i, b_i, r_i, e_i;
+ double area1 = 0, area2 = 0, area12 = 0;
+ double error1 = 0, error2 = 0, error12 = 0;
+ double resasc1, resasc2;
+ double resabs1, resabs2;
+ double last_e_i;
+
+ /* Bisect the subinterval with the largest error estimate */
+
+ retrieve (workspace, &a_i, &b_i, &r_i, &e_i);
+
+ current_level = workspace->level[workspace->i] + 1;
+
+ a1 = a_i;
+ b1 = 0.5 * (a_i + b_i);
+ a2 = b1;
+ b2 = b_i;
+
+ iteration++;
+
+ q (f, a1, b1, &area1, &error1, &resabs1, &resasc1);
+ q (f, a2, b2, &area2, &error2, &resabs2, &resasc2);
+
+ area12 = area1 + area2;
+ error12 = error1 + error2;
+ last_e_i = e_i;
+
+ /* Improve previous approximations to the integral and test for
+ accuracy.
+
+ We write these expressions in the same way as the original
+ QUADPACK code so that the rounding errors are the same, which
+ makes testing easier. */
+
+ errsum = errsum + error12 - e_i;
+ area = area + area12 - r_i;
+
+ tolerance = GSL_MAX_DBL (epsabs, epsrel * fabs (area));
+
+ if (resasc1 != error1 && resasc2 != error2)
+ {
+ double delta = r_i - area12;
+
+ if (fabs (delta) <= 1.0e-5 * fabs (area12) && error12 >= 0.99 * e_i)
+ {
+ if (!extrapolate)
+ {
+ roundoff_type1++;
+ }
+ else
+ {
+ roundoff_type2++;
+ }
+ }
+
+ if (i > 10 && error12 > e_i)
+ {
+ roundoff_type3++;
+ }
+ }
+
+ /* Test for roundoff and eventually set error flag */
+
+ if (roundoff_type1 + roundoff_type2 >= 10 || roundoff_type3 >= 20)
+ {
+ error_type = 2; /* round off error */
+ }
+
+ if (roundoff_type2 >= 5)
+ {
+ error_type2 = 1;
+ }
+
+ /* set error flag in the case of bad integrand behaviour at
+ a point of the integration range */
+
+ if (subinterval_too_small (a1, a2, b2))
+ {
+ error_type = 4;
+ }
+
+ /* append the newly-created intervals to the list */
+
+ update (workspace, a1, b1, area1, error1, a2, b2, area2, error2);
+
+ if (errsum <= tolerance)
+ {
+ goto compute_result;
+ }
+
+ if (error_type)
+ {
+ break;
+ }
+
+ if (iteration >= limit - 1)
+ {
+ error_type = 1;
+ break;
+ }
+
+ if (disallow_extrapolation)
+ {
+ continue;
+ }
+
+ error_over_large_intervals += -last_e_i;
+
+ if (current_level < workspace->maximum_level)
+ {
+ error_over_large_intervals += error12;
+ }
+
+ if (!extrapolate)
+ {
+ /* test whether the interval to be bisected next is the
+ smallest interval. */
+ if (large_interval (workspace))
+ continue;
+
+ extrapolate = 1;
+ workspace->nrmax = 1;
+ }
+
+ /* The smallest interval has the largest error. Before
+ bisecting decrease the sum of the errors over the larger
+ intervals (error_over_large_intervals) and perform
+ extrapolation. */
+
+ if (!error_type2 && error_over_large_intervals > ertest)
+ {
+ if (increase_nrmax (workspace))
+ continue;
+ }
+
+ /* Perform extrapolation */
+
+ append_table (&table, area);
+
+ if (table.n < 3)
+ {
+ goto skip_extrapolation;
+ }
+
+ qelg (&table, &reseps, &abseps);
+
+ ktmin++;
+
+ if (ktmin > 5 && err_ext < 0.001 * errsum)
+ {
+ error_type = 5;
+ }
+
+ if (abseps < err_ext)
+ {
+ ktmin = 0;
+ err_ext = abseps;
+ res_ext = reseps;
+ correc = error_over_large_intervals;
+ ertest = GSL_MAX_DBL (epsabs, epsrel * fabs (reseps));
+ if (err_ext <= ertest)
+ break;
+ }
+
+ /* Prepare bisection of the smallest interval. */
+
+ if (table.n == 1)
+ {
+ disallow_extrapolation = 1;
+ }
+
+ if (error_type == 5)
+ {
+ break;
+ }
+
+ skip_extrapolation:
+
+ reset_nrmax (workspace);
+ extrapolate = 0;
+ error_over_large_intervals = errsum;
+
+ }
+ while (iteration < limit);
+
+ *result = res_ext;
+ *abserr = err_ext;
+
+ if (err_ext == GSL_DBL_MAX)
+ goto compute_result;
+
+ if (error_type || error_type2)
+ {
+ if (error_type2)
+ {
+ err_ext += correc;
+ }
+
+ if (error_type == 0)
+ error_type = 3;
+
+ if (result != 0 && area != 0)
+ {
+ if (err_ext / fabs (res_ext) > errsum / fabs (area))
+ goto compute_result;
+ }
+ else if (err_ext > errsum)
+ {
+ goto compute_result;
+ }
+ else if (area == 0.0)
+ {
+ goto return_error;
+ }
+ }
+
+ /* Test on divergence. */
+
+ {
+ double max_area = GSL_MAX_DBL (fabs (res_ext), fabs (area));
+
+ if (!positive_integrand && max_area < 0.01 * resabs0)
+ goto return_error;
+ }
+
+ {
+ double ratio = res_ext / area;
+
+ if (ratio < 0.01 || ratio > 100 || errsum > fabs (area))
+ error_type = 6;
+ }
+
+ goto return_error;
+
+compute_result:
+
+ *result = sum_results (workspace);
+ *abserr = errsum;
+
+return_error:
+
+ if (error_type > 2)
+ error_type--;
+
+ if (error_type == 0)
+ {
+ return GSL_SUCCESS;
+ }
+ else if (error_type == 1)
+ {
+ GSL_ERROR ("number of iterations was insufficient", GSL_EMAXITER);
+ }
+ else if (error_type == 2)
+ {
+ GSL_ERROR ("cannot reach tolerance because of roundoff error",
+ GSL_EROUND);
+ }
+ else if (error_type == 3)
+ {
+ GSL_ERROR ("bad integrand behavior found in the integration interval",
+ GSL_ESING);
+ }
+ else if (error_type == 4)
+ {
+ GSL_ERROR ("roundoff error detected in the extrapolation table",
+ GSL_EROUND);
+ }
+ else if (error_type == 5)
+ {
+ GSL_ERROR ("integral is divergent, or slowly convergent",
+ GSL_EDIVERGE);
+ }
+ else
+ {
+ GSL_ERROR ("could not integrate function", GSL_EFAILED);
+ }
+}