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+/* igami()
+ *
+ * Inverse of complemented imcomplete gamma integral
+ *
+ *
+ *
+ * SYNOPSIS:
+ *
+ * double a, x, p, igami();
+ *
+ * x = igami( a, p );
+ *
+ * DESCRIPTION:
+ *
+ * Given p, the function finds x such that
+ *
+ * igamc( a, x ) = p.
+ *
+ * Starting with the approximate value
+ *
+ * 3
+ * x = a t
+ *
+ * where
+ *
+ * t = 1 - d - ndtri(p) sqrt(d)
+ *
+ * and
+ *
+ * d = 1/9a,
+ *
+ * the routine performs up to 10 Newton iterations to find the
+ * root of igamc(a,x) - p = 0.
+ *
+ * ACCURACY:
+ *
+ * Tested at random a, p in the intervals indicated.
+ *
+ * a p Relative error:
+ * arithmetic domain domain # trials peak rms
+ * IEEE 0.5,100 0,0.5 100000 1.0e-14 1.7e-15
+ * IEEE 0.01,0.5 0,0.5 100000 9.0e-14 3.4e-15
+ * IEEE 0.5,10000 0,0.5 20000 2.3e-13 3.8e-14
+ */
+
+/*
+Cephes Math Library Release 2.8: June, 2000
+Copyright 1984, 1987, 1995, 2000 by Stephen L. Moshier
+*/
+
+#include <math.h>
+
+extern double MACHEP, MAXNUM, MAXLOG, MINLOG;
+#ifdef ANSIPROT
+extern double igamc ( double, double );
+extern double ndtri ( double );
+extern double exp ( double );
+extern double fabs ( double );
+extern double log ( double );
+extern double sqrt ( double );
+extern double lgam ( double );
+#else
+double igamc(), ndtri(), exp(), fabs(), log(), sqrt(), lgam();
+#endif
+
+double igami( a, y0 )
+double a, y0;
+{
+double x0, x1, x, yl, yh, y, d, lgm, dithresh;
+int i, dir;
+
+/* bound the solution */
+x0 = MAXNUM;
+yl = 0;
+x1 = 0;
+yh = 1.0;
+dithresh = 5.0 * MACHEP;
+
+/* approximation to inverse function */
+d = 1.0/(9.0*a);
+y = ( 1.0 - d - ndtri(y0) * sqrt(d) );
+x = a * y * y * y;
+
+lgm = lgam(a);
+
+for( i=0; i<10; i++ )
+ {
+ if( x > x0 || x < x1 )
+ goto ihalve;
+ y = igamc(a,x);
+ if( y < yl || y > yh )
+ goto ihalve;
+ if( y < y0 )
+ {
+ x0 = x;
+ yl = y;
+ }
+ else
+ {
+ x1 = x;
+ yh = y;
+ }
+/* compute the derivative of the function at this point */
+ d = (a - 1.0) * log(x) - x - lgm;
+ if( d < -MAXLOG )
+ goto ihalve;
+ d = -exp(d);
+/* compute the step to the next approximation of x */
+ d = (y - y0)/d;
+ if( fabs(d/x) < MACHEP )
+ goto done;
+ x = x - d;
+ }
+
+/* Resort to interval halving if Newton iteration did not converge. */
+ihalve:
+
+d = 0.0625;
+if( x0 == MAXNUM )
+ {
+ if( x <= 0.0 )
+ x = 1.0;
+ while( x0 == MAXNUM )
+ {
+ x = (1.0 + d) * x;
+ y = igamc( a, x );
+ if( y < y0 )
+ {
+ x0 = x;
+ yl = y;
+ break;
+ }
+ d = d + d;
+ }
+ }
+d = 0.5;
+dir = 0;
+
+for( i=0; i<400; i++ )
+ {
+ x = x1 + d * (x0 - x1);
+ y = igamc( a, x );
+ lgm = (x0 - x1)/(x1 + x0);
+ if( fabs(lgm) < dithresh )
+ break;
+ lgm = (y - y0)/y0;
+ if( fabs(lgm) < dithresh )
+ break;
+ if( x <= 0.0 )
+ break;
+ if( y >= y0 )
+ {
+ x1 = x;
+ yh = y;
+ if( dir < 0 )
+ {
+ dir = 0;
+ d = 0.5;
+ }
+ else if( dir > 1 )
+ d = 0.5 * d + 0.5;
+ else
+ d = (y0 - yl)/(yh - yl);
+ dir += 1;
+ }
+ else
+ {
+ x0 = x;
+ yl = y;
+ if( dir > 0 )
+ {
+ dir = 0;
+ d = 0.5;
+ }
+ else if( dir < -1 )
+ d = 0.5 * d;
+ else
+ d = (y0 - yl)/(yh - yl);
+ dir -= 1;
+ }
+ }
+if( x == 0.0 )
+ mtherr( "igami", UNDERFLOW );
+
+done:
+return( x );
+}