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- /*
- * ====================================================
- * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved.
- *
- * Developed at SunPro, a Sun Microsystems, Inc. business.
- * Permission to use, copy, modify, and distribute this
- * software is freely granted, provided that this notice
- * is preserved.
- * ====================================================
- */
- /*
- * Copyright (c) 2008 Stephen L. Moshier <[email protected]>
- *
- * Permission to use, copy, modify, and distribute this software for any
- * purpose with or without fee is hereby granted, provided that the above
- * copyright notice and this permission notice appear in all copies.
- *
- * THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES
- * WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
- * MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR
- * ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
- * WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
- * ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
- * OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
- */
- /* double erf(double x)
- * double erfc(double x)
- * x
- * 2 |\
- * erf(x) = --------- | exp(-t*t)dt
- * sqrt(pi) \|
- * 0
- *
- * erfc(x) = 1-erf(x)
- * Note that
- * erf(-x) = -erf(x)
- * erfc(-x) = 2 - erfc(x)
- *
- * Method:
- * 1. For |x| in [0, 0.84375]
- * erf(x) = x + x*R(x^2)
- * erfc(x) = 1 - erf(x) if x in [-.84375,0.25]
- * = 0.5 + ((0.5-x)-x*R) if x in [0.25,0.84375]
- * Remark. The formula is derived by noting
- * erf(x) = (2/sqrt(pi))*(x - x^3/3 + x^5/10 - x^7/42 + ....)
- * and that
- * 2/sqrt(pi) = 1.128379167095512573896158903121545171688
- * is close to one. The interval is chosen because the fix
- * point of erf(x) is near 0.6174 (i.e., erf(x)=x when x is
- * near 0.6174), and by some experiment, 0.84375 is chosen to
- * guarantee the error is less than one ulp for erf.
- *
- * 2. For |x| in [0.84375,1.25], let s = |x| - 1, and
- * c = 0.84506291151 rounded to single (24 bits)
- * erf(x) = sign(x) * (c + P1(s)/Q1(s))
- * erfc(x) = (1-c) - P1(s)/Q1(s) if x > 0
- * 1+(c+P1(s)/Q1(s)) if x < 0
- * Remark: here we use the taylor series expansion at x=1.
- * erf(1+s) = erf(1) + s*Poly(s)
- * = 0.845.. + P1(s)/Q1(s)
- * Note that |P1/Q1|< 0.078 for x in [0.84375,1.25]
- *
- * 3. For x in [1.25,1/0.35(~2.857143)],
- * erfc(x) = (1/x)*exp(-x*x-0.5625+R1(z)/S1(z))
- * z=1/x^2
- * erf(x) = 1 - erfc(x)
- *
- * 4. For x in [1/0.35,107]
- * erfc(x) = (1/x)*exp(-x*x-0.5625+R2/S2) if x > 0
- * = 2.0 - (1/x)*exp(-x*x-0.5625+R2(z)/S2(z))
- * if -6.666<x<0
- * = 2.0 - tiny (if x <= -6.666)
- * z=1/x^2
- * erf(x) = sign(x)*(1.0 - erfc(x)) if x < 6.666, else
- * erf(x) = sign(x)*(1.0 - tiny)
- * Note1:
- * To compute exp(-x*x-0.5625+R/S), let s be a single
- * precision number and s := x; then
- * -x*x = -s*s + (s-x)*(s+x)
- * exp(-x*x-0.5626+R/S) =
- * exp(-s*s-0.5625)*exp((s-x)*(s+x)+R/S);
- * Note2:
- * Here 4 and 5 make use of the asymptotic series
- * exp(-x*x)
- * erfc(x) ~ ---------- * ( 1 + Poly(1/x^2) )
- * x*sqrt(pi)
- *
- * 5. For inf > x >= 107
- * erf(x) = sign(x) *(1 - tiny) (raise inexact)
- * erfc(x) = tiny*tiny (raise underflow) if x > 0
- * = 2 - tiny if x<0
- *
- * 7. Special case:
- * erf(0) = 0, erf(inf) = 1, erf(-inf) = -1,
- * erfc(0) = 1, erfc(inf) = 0, erfc(-inf) = 2,
- * erfc/erf(NaN) is NaN
- */
- #include <openlibm_math.h>
- #include "math_private.h"
- static const long double
- tiny = 1e-4931L,
- half = 0.5L,
- one = 1.0L,
- two = 2.0L,
- /* c = (float)0.84506291151 */
- erx = 0.845062911510467529296875L,
- /*
- * Coefficients for approximation to erf on [0,0.84375]
- */
- /* 2/sqrt(pi) - 1 */
- efx = 1.2837916709551257389615890312154517168810E-1L,
- /* 8 * (2/sqrt(pi) - 1) */
- efx8 = 1.0270333367641005911692712249723613735048E0L,
- pp[6] = {
- 1.122751350964552113068262337278335028553E6L,
- -2.808533301997696164408397079650699163276E6L,
- -3.314325479115357458197119660818768924100E5L,
- -6.848684465326256109712135497895525446398E4L,
- -2.657817695110739185591505062971929859314E3L,
- -1.655310302737837556654146291646499062882E2L,
- },
- qq[6] = {
- 8.745588372054466262548908189000448124232E6L,
- 3.746038264792471129367533128637019611485E6L,
- 7.066358783162407559861156173539693900031E5L,
- 7.448928604824620999413120955705448117056E4L,
- 4.511583986730994111992253980546131408924E3L,
- 1.368902937933296323345610240009071254014E2L,
- /* 1.000000000000000000000000000000000000000E0 */
- },
- /*
- * Coefficients for approximation to erf in [0.84375,1.25]
- */
- /* erf(x+1) = 0.845062911510467529296875 + pa(x)/qa(x)
- -0.15625 <= x <= +.25
- Peak relative error 8.5e-22 */
- pa[8] = {
- -1.076952146179812072156734957705102256059E0L,
- 1.884814957770385593365179835059971587220E2L,
- -5.339153975012804282890066622962070115606E1L,
- 4.435910679869176625928504532109635632618E1L,
- 1.683219516032328828278557309642929135179E1L,
- -2.360236618396952560064259585299045804293E0L,
- 1.852230047861891953244413872297940938041E0L,
- 9.394994446747752308256773044667843200719E-2L,
- },
- qa[7] = {
- 4.559263722294508998149925774781887811255E2L,
- 3.289248982200800575749795055149780689738E2L,
- 2.846070965875643009598627918383314457912E2L,
- 1.398715859064535039433275722017479994465E2L,
- 6.060190733759793706299079050985358190726E1L,
- 2.078695677795422351040502569964299664233E1L,
- 4.641271134150895940966798357442234498546E0L,
- /* 1.000000000000000000000000000000000000000E0 */
- },
- /*
- * Coefficients for approximation to erfc in [1.25,1/0.35]
- */
- /* erfc(1/x) = x exp (-1/x^2 - 0.5625 + ra(x^2)/sa(x^2))
- 1/2.85711669921875 < 1/x < 1/1.25
- Peak relative error 3.1e-21 */
- ra[] = {
- 1.363566591833846324191000679620738857234E-1L,
- 1.018203167219873573808450274314658434507E1L,
- 1.862359362334248675526472871224778045594E2L,
- 1.411622588180721285284945138667933330348E3L,
- 5.088538459741511988784440103218342840478E3L,
- 8.928251553922176506858267311750789273656E3L,
- 7.264436000148052545243018622742770549982E3L,
- 2.387492459664548651671894725748959751119E3L,
- 2.220916652813908085449221282808458466556E2L,
- },
- sa[] = {
- -1.382234625202480685182526402169222331847E1L,
- -3.315638835627950255832519203687435946482E2L,
- -2.949124863912936259747237164260785326692E3L,
- -1.246622099070875940506391433635999693661E4L,
- -2.673079795851665428695842853070996219632E4L,
- -2.880269786660559337358397106518918220991E4L,
- -1.450600228493968044773354186390390823713E4L,
- -2.874539731125893533960680525192064277816E3L,
- -1.402241261419067750237395034116942296027E2L,
- /* 1.000000000000000000000000000000000000000E0 */
- },
- /*
- * Coefficients for approximation to erfc in [1/.35,107]
- */
- /* erfc(1/x) = x exp (-1/x^2 - 0.5625 + rb(x^2)/sb(x^2))
- 1/6.6666259765625 < 1/x < 1/2.85711669921875
- Peak relative error 4.2e-22 */
- rb[] = {
- -4.869587348270494309550558460786501252369E-5L,
- -4.030199390527997378549161722412466959403E-3L,
- -9.434425866377037610206443566288917589122E-2L,
- -9.319032754357658601200655161585539404155E-1L,
- -4.273788174307459947350256581445442062291E0L,
- -8.842289940696150508373541814064198259278E0L,
- -7.069215249419887403187988144752613025255E0L,
- -1.401228723639514787920274427443330704764E0L,
- },
- sb[] = {
- 4.936254964107175160157544545879293019085E-3L,
- 1.583457624037795744377163924895349412015E-1L,
- 1.850647991850328356622940552450636420484E0L,
- 9.927611557279019463768050710008450625415E0L,
- 2.531667257649436709617165336779212114570E1L,
- 2.869752886406743386458304052862814690045E1L,
- 1.182059497870819562441683560749192539345E1L,
- /* 1.000000000000000000000000000000000000000E0 */
- },
- /* erfc(1/x) = x exp (-1/x^2 - 0.5625 + rc(x^2)/sc(x^2))
- 1/107 <= 1/x <= 1/6.6666259765625
- Peak relative error 1.1e-21 */
- rc[] = {
- -8.299617545269701963973537248996670806850E-5L,
- -6.243845685115818513578933902532056244108E-3L,
- -1.141667210620380223113693474478394397230E-1L,
- -7.521343797212024245375240432734425789409E-1L,
- -1.765321928311155824664963633786967602934E0L,
- -1.029403473103215800456761180695263439188E0L,
- },
- sc[] = {
- 8.413244363014929493035952542677768808601E-3L,
- 2.065114333816877479753334599639158060979E-1L,
- 1.639064941530797583766364412782135680148E0L,
- 4.936788463787115555582319302981666347450E0L,
- 5.005177727208955487404729933261347679090E0L,
- /* 1.000000000000000000000000000000000000000E0 */
- };
- long double
- erfl(long double x)
- {
- long double R, S, P, Q, s, y, z, r;
- int32_t ix, i;
- u_int32_t se, i0, i1;
- GET_LDOUBLE_WORDS (se, i0, i1, x);
- ix = se & 0x7fff;
- if (ix >= 0x7fff)
- { /* erf(nan)=nan */
- i = ((se & 0xffff) >> 15) << 1;
- return (long double) (1 - i) + one / x; /* erf(+-inf)=+-1 */
- }
- ix = (ix << 16) | (i0 >> 16);
- if (ix < 0x3ffed800) /* |x|<0.84375 */
- {
- if (ix < 0x3fde8000) /* |x|<2**-33 */
- {
- if (ix < 0x00080000)
- return 0.125 * (8.0 * x + efx8 * x); /*avoid underflow */
- return x + efx * x;
- }
- z = x * x;
- r = pp[0] + z * (pp[1]
- + z * (pp[2] + z * (pp[3] + z * (pp[4] + z * pp[5]))));
- s = qq[0] + z * (qq[1]
- + z * (qq[2] + z * (qq[3] + z * (qq[4] + z * (qq[5] + z)))));
- y = r / s;
- return x + x * y;
- }
- if (ix < 0x3fffa000) /* 1.25 */
- { /* 0.84375 <= |x| < 1.25 */
- s = fabsl (x) - one;
- P = pa[0] + s * (pa[1] + s * (pa[2]
- + s * (pa[3] + s * (pa[4] + s * (pa[5] + s * (pa[6] + s * pa[7]))))));
- Q = qa[0] + s * (qa[1] + s * (qa[2]
- + s * (qa[3] + s * (qa[4] + s * (qa[5] + s * (qa[6] + s))))));
- if ((se & 0x8000) == 0)
- return erx + P / Q;
- else
- return -erx - P / Q;
- }
- if (ix >= 0x4001d555) /* 6.6666259765625 */
- { /* inf>|x|>=6.666 */
- if ((se & 0x8000) == 0)
- return one - tiny;
- else
- return tiny - one;
- }
- x = fabsl (x);
- s = one / (x * x);
- if (ix < 0x4000b6db) /* 2.85711669921875 */
- {
- R = ra[0] + s * (ra[1] + s * (ra[2] + s * (ra[3] + s * (ra[4] +
- s * (ra[5] + s * (ra[6] + s * (ra[7] + s * ra[8])))))));
- S = sa[0] + s * (sa[1] + s * (sa[2] + s * (sa[3] + s * (sa[4] +
- s * (sa[5] + s * (sa[6] + s * (sa[7] + s * (sa[8] + s))))))));
- }
- else
- { /* |x| >= 1/0.35 */
- R = rb[0] + s * (rb[1] + s * (rb[2] + s * (rb[3] + s * (rb[4] +
- s * (rb[5] + s * (rb[6] + s * rb[7]))))));
- S = sb[0] + s * (sb[1] + s * (sb[2] + s * (sb[3] + s * (sb[4] +
- s * (sb[5] + s * (sb[6] + s))))));
- }
- z = x;
- GET_LDOUBLE_WORDS (i, i0, i1, z);
- i1 = 0;
- SET_LDOUBLE_WORDS (z, i, i0, i1);
- r =
- expl (-z * z - 0.5625) * expl ((z - x) * (z + x) + R / S);
- if ((se & 0x8000) == 0)
- return one - r / x;
- else
- return r / x - one;
- }
- long double
- erfcl(long double x)
- {
- int32_t hx, ix;
- long double R, S, P, Q, s, y, z, r;
- u_int32_t se, i0, i1;
- GET_LDOUBLE_WORDS (se, i0, i1, x);
- ix = se & 0x7fff;
- if (ix >= 0x7fff)
- { /* erfc(nan)=nan */
- /* erfc(+-inf)=0,2 */
- return (long double) (((se & 0xffff) >> 15) << 1) + one / x;
- }
- ix = (ix << 16) | (i0 >> 16);
- if (ix < 0x3ffed800) /* |x|<0.84375 */
- {
- if (ix < 0x3fbe0000) /* |x|<2**-65 */
- return one - x;
- z = x * x;
- r = pp[0] + z * (pp[1]
- + z * (pp[2] + z * (pp[3] + z * (pp[4] + z * pp[5]))));
- s = qq[0] + z * (qq[1]
- + z * (qq[2] + z * (qq[3] + z * (qq[4] + z * (qq[5] + z)))));
- y = r / s;
- if (ix < 0x3ffd8000) /* x<1/4 */
- {
- return one - (x + x * y);
- }
- else
- {
- r = x * y;
- r += (x - half);
- return half - r;
- }
- }
- if (ix < 0x3fffa000) /* 1.25 */
- { /* 0.84375 <= |x| < 1.25 */
- s = fabsl (x) - one;
- P = pa[0] + s * (pa[1] + s * (pa[2]
- + s * (pa[3] + s * (pa[4] + s * (pa[5] + s * (pa[6] + s * pa[7]))))));
- Q = qa[0] + s * (qa[1] + s * (qa[2]
- + s * (qa[3] + s * (qa[4] + s * (qa[5] + s * (qa[6] + s))))));
- if ((se & 0x8000) == 0)
- {
- z = one - erx;
- return z - P / Q;
- }
- else
- {
- z = erx + P / Q;
- return one + z;
- }
- }
- if (ix < 0x4005d600) /* 107 */
- { /* |x|<107 */
- x = fabsl (x);
- s = one / (x * x);
- if (ix < 0x4000b6db) /* 2.85711669921875 */
- { /* |x| < 1/.35 ~ 2.857143 */
- R = ra[0] + s * (ra[1] + s * (ra[2] + s * (ra[3] + s * (ra[4] +
- s * (ra[5] + s * (ra[6] + s * (ra[7] + s * ra[8])))))));
- S = sa[0] + s * (sa[1] + s * (sa[2] + s * (sa[3] + s * (sa[4] +
- s * (sa[5] + s * (sa[6] + s * (sa[7] + s * (sa[8] + s))))))));
- }
- else if (ix < 0x4001d555) /* 6.6666259765625 */
- { /* 6.666 > |x| >= 1/.35 ~ 2.857143 */
- R = rb[0] + s * (rb[1] + s * (rb[2] + s * (rb[3] + s * (rb[4] +
- s * (rb[5] + s * (rb[6] + s * rb[7]))))));
- S = sb[0] + s * (sb[1] + s * (sb[2] + s * (sb[3] + s * (sb[4] +
- s * (sb[5] + s * (sb[6] + s))))));
- }
- else
- { /* |x| >= 6.666 */
- if (se & 0x8000)
- return two - tiny; /* x < -6.666 */
- R = rc[0] + s * (rc[1] + s * (rc[2] + s * (rc[3] +
- s * (rc[4] + s * rc[5]))));
- S = sc[0] + s * (sc[1] + s * (sc[2] + s * (sc[3] +
- s * (sc[4] + s))));
- }
- z = x;
- GET_LDOUBLE_WORDS (hx, i0, i1, z);
- i1 = 0;
- i0 &= 0xffffff00;
- SET_LDOUBLE_WORDS (z, hx, i0, i1);
- r = expl (-z * z - 0.5625) *
- expl ((z - x) * (z + x) + R / S);
- if ((se & 0x8000) == 0)
- return r / x;
- else
- return two - r / x;
- }
- else
- {
- if ((se & 0x8000) == 0)
- return tiny * tiny;
- else
- return two - tiny;
- }
- }
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