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1// Copyright (c) 2017 John Maddock2// Copyright (c) 2024 Matt Borland3// Use, modification and distribution are subject to the4// Boost Software License, Version 1.0. (See accompanying file5// LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)6 7// Modified Bessel function of the first kind of order zero8// we use the approximating forms derived in:9// "Rational Approximations for the Modified Bessel Function of the First Kind - I1(x) for Computations with Double Precision"10// by Pavel Holoborodko, 11// see http://www.advanpix.com/2015/11/12/rational-approximations-for-the-modified-bessel-function-of-the-first-kind-i1-for-computations-with-double-precision/12// The actual coefficients used are our own, and extend Pavel's work to precision's other than double.13 14#ifndef BOOST_MATH_BESSEL_I1_HPP15#define BOOST_MATH_BESSEL_I1_HPP16 17#ifdef _MSC_VER18#pragma once19#endif20 21#include <boost/math/tools/config.hpp>22#include <boost/math/tools/rational.hpp>23#include <boost/math/tools/big_constant.hpp>24#include <boost/math/tools/assert.hpp>25#include <boost/math/tools/type_traits.hpp>26#include <boost/math/tools/numeric_limits.hpp>27#include <boost/math/tools/precision.hpp>28 29#if defined(__GNUC__) && defined(BOOST_MATH_USE_FLOAT128)30//31// This is the only way we can avoid32// warning: non-standard suffix on floating constant [-Wpedantic]33// when building with -Wall -pedantic. Neither __extension__34// nor #pragma diagnostic ignored work :(35//36#pragma GCC system_header37#endif38 39// Modified Bessel function of the first kind of order one40// minimax rational approximations on intervals, see41// Blair and Edwards, Chalk River Report AECL-4928, 197442 43namespace boost { namespace math { namespace detail{44 45template <typename T>46BOOST_MATH_GPU_ENABLED T bessel_i1(const T& x);47 48template <typename T, int N>49BOOST_MATH_GPU_ENABLED T bessel_i1_imp(const T&, const boost::math::integral_constant<int, N>&)50{51 BOOST_MATH_ASSERT(0);52 return 0;53}54 55template <typename T>56BOOST_MATH_GPU_ENABLED T bessel_i1_imp(const T& x, const boost::math::integral_constant<int, 24>&)57{58 BOOST_MATH_STD_USING59 if(x < 7.75)60 {61 //Max error in interpolated form : 1.348e-0862 // Max Error found at float precision = Poly : 1.469121e-0763 BOOST_MATH_STATIC const float P[] = {64 8.333333221e-02f,65 6.944453712e-03f,66 3.472097211e-04f,67 1.158047174e-05f,68 2.739745142e-07f,69 5.135884609e-09f,70 5.262251502e-11f,71 1.331933703e-12f72 };73 T a = x * x / 4;74 T Q[3] = { 1, 0.5f, boost::math::tools::evaluate_polynomial(P, a) };75 return x * boost::math::tools::evaluate_polynomial(Q, a) / 2;76 }77 else78 {79 // Max error in interpolated form: 9.000e-0880 // Max Error found at float precision = Poly: 1.044345e-0781 82 BOOST_MATH_STATIC const float P[] = {83 3.98942115977513013e-01f,84 -1.49581264836620262e-01f,85 -4.76475741878486795e-02f,86 -2.65157315524784407e-02f,87 -1.47148600683672014e-01f88 };89 T ex = exp(x / 2);90 T result = ex * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);91 result *= ex;92 return result;93 }94}95 96template <typename T>97BOOST_MATH_GPU_ENABLED T bessel_i1_imp(const T& x, const boost::math::integral_constant<int, 53>&)98{99 BOOST_MATH_STD_USING100 if(x < 7.75)101 {102 // Bessel I0 over[10 ^ -16, 7.75]103 // Max error in interpolated form: 5.639e-17104 // Max Error found at double precision = Poly: 1.795559e-16105 106 BOOST_MATH_STATIC const double P[] = {107 8.333333333333333803e-02,108 6.944444444444341983e-03,109 3.472222222225921045e-04,110 1.157407407354987232e-05,111 2.755731926254790268e-07,112 4.920949692800671435e-09,113 6.834657311305621830e-11,114 7.593969849687574339e-13,115 6.904822652741917551e-15,116 5.220157095351373194e-17,117 3.410720494727771276e-19,118 1.625212890947171108e-21,119 1.332898928162290861e-23120 };121 T a = x * x / 4;122 T Q[3] = { 1, 0.5f, boost::math::tools::evaluate_polynomial(P, a) };123 return x * boost::math::tools::evaluate_polynomial(Q, a) / 2;124 }125 else if(x < 500)126 {127 // Max error in interpolated form: 1.796e-16128 // Max Error found at double precision = Poly: 2.898731e-16129 130 BOOST_MATH_STATIC const double P[] = {131 3.989422804014406054e-01,132 -1.496033551613111533e-01,133 -4.675104253598537322e-02,134 -4.090895951581637791e-02,135 -5.719036414430205390e-02,136 -1.528189554374492735e-01,137 3.458284470977172076e+00,138 -2.426181371595021021e+02,139 1.178785865993440669e+04,140 -4.404655582443487334e+05,141 1.277677779341446497e+07,142 -2.903390398236656519e+08,143 5.192386898222206474e+09,144 -7.313784438967834057e+10,145 8.087824484994859552e+11,146 -6.967602516005787001e+12,147 4.614040809616582764e+13,148 -2.298849639457172489e+14,149 8.325554073334618015e+14,150 -2.067285045778906105e+15,151 3.146401654361325073e+15,152 -2.213318202179221945e+15153 };154 return exp(x) * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);155 }156 else157 {158 // Max error in interpolated form: 1.320e-19159 // Max Error found at double precision = Poly: 7.065357e-17160 BOOST_MATH_STATIC const double P[] = {161 3.989422804014314820e-01,162 -1.496033551467584157e-01,163 -4.675105322571775911e-02,164 -4.090421597376992892e-02,165 -5.843630344778927582e-02166 };167 T ex = exp(x / 2);168 T result = ex * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);169 result *= ex;170 return result;171 }172}173 174template <typename T>175BOOST_MATH_GPU_ENABLED T bessel_i1_imp(const T& x, const boost::math::integral_constant<int, 64>&)176{177 BOOST_MATH_STD_USING178 if(x < 7.75)179 {180 // Bessel I0 over[10 ^ -16, 7.75]181 // Max error in interpolated form: 8.086e-21182 // Max Error found at float80 precision = Poly: 7.225090e-20183 BOOST_MATH_STATIC const T P[] = {184 BOOST_MATH_BIG_CONSTANT(T, 64, 8.33333333333333333340071817e-02),185 BOOST_MATH_BIG_CONSTANT(T, 64, 6.94444444444444442462728070e-03),186 BOOST_MATH_BIG_CONSTANT(T, 64, 3.47222222222222318886683883e-04),187 BOOST_MATH_BIG_CONSTANT(T, 64, 1.15740740740738880709555060e-05),188 BOOST_MATH_BIG_CONSTANT(T, 64, 2.75573192240046222242685145e-07),189 BOOST_MATH_BIG_CONSTANT(T, 64, 4.92094986131253986838697503e-09),190 BOOST_MATH_BIG_CONSTANT(T, 64, 6.83465258979924922633502182e-11),191 BOOST_MATH_BIG_CONSTANT(T, 64, 7.59405830675154933645967137e-13),192 BOOST_MATH_BIG_CONSTANT(T, 64, 6.90369179710633344508897178e-15),193 BOOST_MATH_BIG_CONSTANT(T, 64, 5.23003610041709452814262671e-17),194 BOOST_MATH_BIG_CONSTANT(T, 64, 3.35291901027762552549170038e-19),195 BOOST_MATH_BIG_CONSTANT(T, 64, 1.83991379419781823063672109e-21),196 BOOST_MATH_BIG_CONSTANT(T, 64, 8.87732714140192556332037815e-24),197 BOOST_MATH_BIG_CONSTANT(T, 64, 3.32120654663773147206454247e-26),198 BOOST_MATH_BIG_CONSTANT(T, 64, 1.95294659305369207813486871e-28) 199 };200 T a = x * x / 4;201 T Q[3] = { 1, 0.5f, boost::math::tools::evaluate_polynomial(P, a) };202 return x * boost::math::tools::evaluate_polynomial(Q, a) / 2;203 }204 else if(x < 20)205 {206 // Max error in interpolated form: 4.258e-20207 // Max Error found at float80 precision = Poly: 2.851105e-19208 // Maximum Deviation Found : 3.887e-20209 // Expected Error Term : 3.887e-20210 // Maximum Relative Change in Control Points : 1.681e-04211 BOOST_MATH_STATIC const T P[] = {212 BOOST_MATH_BIG_CONSTANT(T, 64, 3.98942260530218897338680e-01),213 BOOST_MATH_BIG_CONSTANT(T, 64, -1.49599542849073670179540e-01),214 BOOST_MATH_BIG_CONSTANT(T, 64, -4.70492865454119188276875e-02),215 BOOST_MATH_BIG_CONSTANT(T, 64, -3.12389893307392002405869e-02),216 BOOST_MATH_BIG_CONSTANT(T, 64, 1.49696126385202602071197e-01),217 BOOST_MATH_BIG_CONSTANT(T, 64, -3.84206507612717711565967e+01),218 BOOST_MATH_BIG_CONSTANT(T, 64, 2.14748094784412558689584e+03),219 BOOST_MATH_BIG_CONSTANT(T, 64, -7.70652726663596993005669e+04),220 BOOST_MATH_BIG_CONSTANT(T, 64, 2.01659736164815617174439e+06),221 BOOST_MATH_BIG_CONSTANT(T, 64, -4.04740659606466305607544e+07),222 BOOST_MATH_BIG_CONSTANT(T, 64, 6.38383394696382837263656e+08),223 BOOST_MATH_BIG_CONSTANT(T, 64, -8.00779638649147623107378e+09),224 BOOST_MATH_BIG_CONSTANT(T, 64, 8.02338237858684714480491e+10),225 BOOST_MATH_BIG_CONSTANT(T, 64, -6.41198553664947312995879e+11),226 BOOST_MATH_BIG_CONSTANT(T, 64, 4.05915186909564986897554e+12),227 BOOST_MATH_BIG_CONSTANT(T, 64, -2.00907636964168581116181e+13),228 BOOST_MATH_BIG_CONSTANT(T, 64, 7.60855263982359981275199e+13),229 BOOST_MATH_BIG_CONSTANT(T, 64, -2.12901817219239205393806e+14),230 BOOST_MATH_BIG_CONSTANT(T, 64, 4.14861794397709807823575e+14),231 BOOST_MATH_BIG_CONSTANT(T, 64, -5.02808138522587680348583e+14),232 BOOST_MATH_BIG_CONSTANT(T, 64, 2.85505477056514919387171e+14)233 };234 return exp(x) * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);235 }236 else if(x < 100)237 {238 // Bessel I0 over [15, 50]239 // Maximum Deviation Found: 2.444e-20240 // Expected Error Term : 2.438e-20241 // Maximum Relative Change in Control Points : 2.101e-03242 // Max Error found at float80 precision = Poly : 6.029974e-20243 244 BOOST_MATH_STATIC const T P[] = {245 BOOST_MATH_BIG_CONSTANT(T, 64, 3.98942280401431675205845e-01),246 BOOST_MATH_BIG_CONSTANT(T, 64, -1.49603355149968887210170e-01),247 BOOST_MATH_BIG_CONSTANT(T, 64, -4.67510486284376330257260e-02),248 BOOST_MATH_BIG_CONSTANT(T, 64, -4.09071458907089270559464e-02),249 BOOST_MATH_BIG_CONSTANT(T, 64, -5.75278280327696940044714e-02),250 BOOST_MATH_BIG_CONSTANT(T, 64, -1.10591299500956620739254e-01),251 BOOST_MATH_BIG_CONSTANT(T, 64, -2.77061766699949309115618e-01),252 BOOST_MATH_BIG_CONSTANT(T, 64, -5.42683771801837596371638e-01),253 BOOST_MATH_BIG_CONSTANT(T, 64, -9.17021412070404158464316e+00),254 BOOST_MATH_BIG_CONSTANT(T, 64, 1.04154379346763380543310e+02),255 BOOST_MATH_BIG_CONSTANT(T, 64, -1.43462345357478348323006e+03),256 BOOST_MATH_BIG_CONSTANT(T, 64, 9.98109660274422449523837e+03),257 BOOST_MATH_BIG_CONSTANT(T, 64, -3.74438822767781410362757e+04)258 };259 return exp(x) * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);260 }261 else262 {263 // Bessel I0 over[100, INF]264 // Max error in interpolated form: 2.456e-20265 // Max Error found at float80 precision = Poly: 5.446356e-20266 BOOST_MATH_STATIC const T P[] = {267 BOOST_MATH_BIG_CONSTANT(T, 64, 3.98942280401432677958445e-01),268 BOOST_MATH_BIG_CONSTANT(T, 64, -1.49603355150537411254359e-01),269 BOOST_MATH_BIG_CONSTANT(T, 64, -4.67510484842456251368526e-02),270 BOOST_MATH_BIG_CONSTANT(T, 64, -4.09071676503922479645155e-02),271 BOOST_MATH_BIG_CONSTANT(T, 64, -5.75256179814881566010606e-02),272 BOOST_MATH_BIG_CONSTANT(T, 64, -1.10754910257965227825040e-01),273 BOOST_MATH_BIG_CONSTANT(T, 64, -2.67858639515616079840294e-01),274 BOOST_MATH_BIG_CONSTANT(T, 64, -9.17266479586791298924367e-01)275 };276 T ex = exp(x / 2);277 T result = ex * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);278 result *= ex;279 return result;280 }281}282 283template <typename T>284BOOST_MATH_GPU_ENABLED T bessel_i1_imp(const T& x, const boost::math::integral_constant<int, 113>&)285{286 BOOST_MATH_STD_USING287 if(x < 7.75)288 {289 // Bessel I0 over[10 ^ -34, 7.75]290 // Max error in interpolated form: 1.835e-35291 // Max Error found at float128 precision = Poly: 1.645036e-34292 293 BOOST_MATH_STATIC const T P[] = {294 BOOST_MATH_BIG_CONSTANT(T, 113, 8.3333333333333333333333333333333331804098e-02),295 BOOST_MATH_BIG_CONSTANT(T, 113, 6.9444444444444444444444444444445418303082e-03),296 BOOST_MATH_BIG_CONSTANT(T, 113, 3.4722222222222222222222222222119082346591e-04),297 BOOST_MATH_BIG_CONSTANT(T, 113, 1.1574074074074074074074074078415867655987e-05),298 BOOST_MATH_BIG_CONSTANT(T, 113, 2.7557319223985890652557318255143448192453e-07),299 BOOST_MATH_BIG_CONSTANT(T, 113, 4.9209498614260519022423916850415000626427e-09),300 BOOST_MATH_BIG_CONSTANT(T, 113, 6.8346525853139609753354247043900442393686e-11),301 BOOST_MATH_BIG_CONSTANT(T, 113, 7.5940584281266233060080535940234144302217e-13),302 BOOST_MATH_BIG_CONSTANT(T, 113, 6.9036894801151120925605467963949641957095e-15),303 BOOST_MATH_BIG_CONSTANT(T, 113, 5.2300677879659941472662086395055636394839e-17),304 BOOST_MATH_BIG_CONSTANT(T, 113, 3.3526075563884539394691458717439115962233e-19),305 BOOST_MATH_BIG_CONSTANT(T, 113, 1.8420920639497841692288943167036233338434e-21),306 BOOST_MATH_BIG_CONSTANT(T, 113, 8.7718669711748690065381181691546032291365e-24),307 BOOST_MATH_BIG_CONSTANT(T, 113, 3.6549445715236427401845636880769861424730e-26),308 BOOST_MATH_BIG_CONSTANT(T, 113, 1.3437296196812697924703896979250126739676e-28),309 BOOST_MATH_BIG_CONSTANT(T, 113, 4.3912734588619073883015937023564978854893e-31),310 BOOST_MATH_BIG_CONSTANT(T, 113, 1.2839967682792395867255384448052781306897e-33),311 BOOST_MATH_BIG_CONSTANT(T, 113, 3.3790094235693528861015312806394354114982e-36),312 BOOST_MATH_BIG_CONSTANT(T, 113, 8.0423861671932104308662362292359563970482e-39),313 BOOST_MATH_BIG_CONSTANT(T, 113, 1.7493858979396446292135661268130281652945e-41),314 BOOST_MATH_BIG_CONSTANT(T, 113, 3.2786079392547776769387921361408303035537e-44),315 BOOST_MATH_BIG_CONSTANT(T, 113, 8.2335693685833531118863552173880047183822e-47)316 };317 T a = x * x / 4;318 T Q[3] = { 1, 0.5f, boost::math::tools::evaluate_polynomial(P, a) };319 return x * boost::math::tools::evaluate_polynomial(Q, a) / 2;320 }321 else if(x < 11)322 {323 // Max error in interpolated form: 8.574e-36324 // Maximum Deviation Found : 4.689e-36325 // Expected Error Term : 3.760e-36326 // Maximum Relative Change in Control Points : 5.204e-03327 // Max Error found at float128 precision = Poly : 2.882561e-34328 329 BOOST_MATH_STATIC const T P[] = {330 BOOST_MATH_BIG_CONSTANT(T, 113, 8.333333333333333326889717360850080939e-02),331 BOOST_MATH_BIG_CONSTANT(T, 113, 6.944444444444444511272790848815114507e-03),332 BOOST_MATH_BIG_CONSTANT(T, 113, 3.472222222222221892451965054394153443e-04),333 BOOST_MATH_BIG_CONSTANT(T, 113, 1.157407407407408437378868534321538798e-05),334 BOOST_MATH_BIG_CONSTANT(T, 113, 2.755731922398566216824909767320161880e-07),335 BOOST_MATH_BIG_CONSTANT(T, 113, 4.920949861426434829568192525456800388e-09),336 BOOST_MATH_BIG_CONSTANT(T, 113, 6.834652585308926245465686943255486934e-11),337 BOOST_MATH_BIG_CONSTANT(T, 113, 7.594058428179852047689599244015979196e-13),338 BOOST_MATH_BIG_CONSTANT(T, 113, 6.903689479655006062822949671528763738e-15),339 BOOST_MATH_BIG_CONSTANT(T, 113, 5.230067791254403974475987777406992984e-17),340 BOOST_MATH_BIG_CONSTANT(T, 113, 3.352607536815161679702105115200693346e-19),341 BOOST_MATH_BIG_CONSTANT(T, 113, 1.842092161364672561828681848278567885e-21),342 BOOST_MATH_BIG_CONSTANT(T, 113, 8.771862912600611801856514076709932773e-24),343 BOOST_MATH_BIG_CONSTANT(T, 113, 3.654958704184380914803366733193713605e-26),344 BOOST_MATH_BIG_CONSTANT(T, 113, 1.343688672071130980471207297730607625e-28),345 BOOST_MATH_BIG_CONSTANT(T, 113, 4.392252844664709532905868749753463950e-31),346 BOOST_MATH_BIG_CONSTANT(T, 113, 1.282086786672692641959912811902298600e-33),347 BOOST_MATH_BIG_CONSTANT(T, 113, 3.408812012322547015191398229942864809e-36),348 BOOST_MATH_BIG_CONSTANT(T, 113, 7.681220437734066258673404589233009892e-39),349 BOOST_MATH_BIG_CONSTANT(T, 113, 2.072417451640733785626701738789290055e-41),350 BOOST_MATH_BIG_CONSTANT(T, 113, 1.352218520142636864158849446833681038e-44),351 BOOST_MATH_BIG_CONSTANT(T, 113, 1.407918492276267527897751358794783640e-46)352 };353 T a = x * x / 4;354 T Q[3] = { 1, 0.5f, boost::math::tools::evaluate_polynomial(P, a) };355 return x * boost::math::tools::evaluate_polynomial(Q, a) / 2;356 }357 else if(x < 15)358 {359 //Max error in interpolated form: 7.599e-36360 // Maximum Deviation Found : 1.766e-35361 // Expected Error Term : 1.021e-35362 // Maximum Relative Change in Control Points : 6.228e-03363 BOOST_MATH_STATIC const T P[] = {364 BOOST_MATH_BIG_CONSTANT(T, 113, 8.333333333333255774414858563409941233e-02),365 BOOST_MATH_BIG_CONSTANT(T, 113, 6.944444444444897867884955912228700291e-03),366 BOOST_MATH_BIG_CONSTANT(T, 113, 3.472222222220954970397343617150959467e-04),367 BOOST_MATH_BIG_CONSTANT(T, 113, 1.157407407409660682751155024932538578e-05),368 BOOST_MATH_BIG_CONSTANT(T, 113, 2.755731922369973706427272809014190998e-07),369 BOOST_MATH_BIG_CONSTANT(T, 113, 4.920949861702265600960449699129258153e-09),370 BOOST_MATH_BIG_CONSTANT(T, 113, 6.834652583208361401197752793379677147e-11),371 BOOST_MATH_BIG_CONSTANT(T, 113, 7.594058441128280500819776168239988143e-13),372 BOOST_MATH_BIG_CONSTANT(T, 113, 6.903689413939268702265479276217647209e-15),373 BOOST_MATH_BIG_CONSTANT(T, 113, 5.230068069012898202890718644753625569e-17),374 BOOST_MATH_BIG_CONSTANT(T, 113, 3.352606552027491657204243201021677257e-19),375 BOOST_MATH_BIG_CONSTANT(T, 113, 1.842095100698532984651921750204843362e-21),376 BOOST_MATH_BIG_CONSTANT(T, 113, 8.771789051329870174925649852681844169e-24),377 BOOST_MATH_BIG_CONSTANT(T, 113, 3.655114381199979536997025497438385062e-26),378 BOOST_MATH_BIG_CONSTANT(T, 113, 1.343415732516712339472538688374589373e-28),379 BOOST_MATH_BIG_CONSTANT(T, 113, 4.396177019032432392793591204647901390e-31),380 BOOST_MATH_BIG_CONSTANT(T, 113, 1.277563309255167951005939802771456315e-33),381 BOOST_MATH_BIG_CONSTANT(T, 113, 3.449201419305514579791370198046544736e-36),382 BOOST_MATH_BIG_CONSTANT(T, 113, 7.415430703400740634202379012388035255e-39),383 BOOST_MATH_BIG_CONSTANT(T, 113, 2.195458831864936225409005027914934499e-41),384 BOOST_MATH_BIG_CONSTANT(T, 113, 8.829726762743879793396637797534668039e-45),385 BOOST_MATH_BIG_CONSTANT(T, 113, 1.698302711685624490806751012380215488e-46),386 BOOST_MATH_BIG_CONSTANT(T, 113, -2.062520475425422618494185821587228317e-49),387 BOOST_MATH_BIG_CONSTANT(T, 113, 6.732372906742845717148185173723304360e-52)388 };389 T a = x * x / 4;390 T Q[3] = { 1, 0.5f, boost::math::tools::evaluate_polynomial(P, a) };391 return x * boost::math::tools::evaluate_polynomial(Q, a) / 2;392 }393 else if(x < 20)394 {395 // Max error in interpolated form: 8.864e-36396 // Max Error found at float128 precision = Poly: 8.522841e-35397 BOOST_MATH_STATIC const T P[] = {398 BOOST_MATH_BIG_CONSTANT(T, 113, 3.989422793693152031514179994954750043e-01),399 BOOST_MATH_BIG_CONSTANT(T, 113, -1.496029423752889591425633234009799670e-01),400 BOOST_MATH_BIG_CONSTANT(T, 113, -4.682975926820553021482820043377990241e-02),401 BOOST_MATH_BIG_CONSTANT(T, 113, -3.138871171577224532369979905856458929e-02),402 BOOST_MATH_BIG_CONSTANT(T, 113, -8.765350219426341341990447005798111212e-01),403 BOOST_MATH_BIG_CONSTANT(T, 113, 5.321389275507714530941178258122955540e+01),404 BOOST_MATH_BIG_CONSTANT(T, 113, -2.727748393898888756515271847678850411e+03),405 BOOST_MATH_BIG_CONSTANT(T, 113, 1.123040820686242586086564998713862335e+05),406 BOOST_MATH_BIG_CONSTANT(T, 113, -3.784112378374753535335272752884808068e+06),407 BOOST_MATH_BIG_CONSTANT(T, 113, 1.054920416060932189433079126269416563e+08),408 BOOST_MATH_BIG_CONSTANT(T, 113, -2.450129415468060676827180524327749553e+09),409 BOOST_MATH_BIG_CONSTANT(T, 113, 4.758831882046487398739784498047935515e+10),410 BOOST_MATH_BIG_CONSTANT(T, 113, -7.736936520262204842199620784338052937e+11),411 BOOST_MATH_BIG_CONSTANT(T, 113, 1.051128683324042629513978256179115439e+13),412 BOOST_MATH_BIG_CONSTANT(T, 113, -1.188008285959794869092624343537262342e+14),413 BOOST_MATH_BIG_CONSTANT(T, 113, 1.108530004906954627420484180793165669e+15),414 BOOST_MATH_BIG_CONSTANT(T, 113, -8.441516828490144766650287123765318484e+15),415 BOOST_MATH_BIG_CONSTANT(T, 113, 5.158251664797753450664499268756393535e+16),416 BOOST_MATH_BIG_CONSTANT(T, 113, -2.467314522709016832128790443932896401e+17),417 BOOST_MATH_BIG_CONSTANT(T, 113, 8.896222045367960462945885220710294075e+17),418 BOOST_MATH_BIG_CONSTANT(T, 113, -2.273382139594876997203657902425653079e+18),419 BOOST_MATH_BIG_CONSTANT(T, 113, 3.669871448568623680543943144842394531e+18),420 BOOST_MATH_BIG_CONSTANT(T, 113, -2.813923031370708069940575240509912588e+18)421 };422 return exp(x) * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);423 }424 else if(x < 35)425 {426 // Max error in interpolated form: 6.028e-35427 // Max Error found at float128 precision = Poly: 1.368313e-34428 429 BOOST_MATH_STATIC const T P[] = {430 BOOST_MATH_BIG_CONSTANT(T, 113, 3.989422804012941975429616956496046931e-01),431 BOOST_MATH_BIG_CONSTANT(T, 113, -1.496033550576049830976679315420681402e-01),432 BOOST_MATH_BIG_CONSTANT(T, 113, -4.675107835141866009896710750800622147e-02),433 BOOST_MATH_BIG_CONSTANT(T, 113, -4.090104965125365961928716504473692957e-02),434 BOOST_MATH_BIG_CONSTANT(T, 113, -5.842241652296980863361375208605487570e-02),435 BOOST_MATH_BIG_CONSTANT(T, 113, -1.063604828033747303936724279018650633e-02),436 BOOST_MATH_BIG_CONSTANT(T, 113, -9.113375972811586130949401996332817152e+00),437 BOOST_MATH_BIG_CONSTANT(T, 113, 6.334748570425075872639817839399823709e+02),438 BOOST_MATH_BIG_CONSTANT(T, 113, -3.759150758768733692594821032784124765e+04),439 BOOST_MATH_BIG_CONSTANT(T, 113, 1.863672813448915255286274382558526321e+06),440 BOOST_MATH_BIG_CONSTANT(T, 113, -7.798248643371718775489178767529282534e+07),441 BOOST_MATH_BIG_CONSTANT(T, 113, 2.769963173932801026451013022000669267e+09),442 BOOST_MATH_BIG_CONSTANT(T, 113, -8.381780137198278741566746511015220011e+10),443 BOOST_MATH_BIG_CONSTANT(T, 113, 2.163891337116820832871382141011952931e+12),444 BOOST_MATH_BIG_CONSTANT(T, 113, -4.764325864671438675151635117936912390e+13),445 BOOST_MATH_BIG_CONSTANT(T, 113, 8.925668307403332887856809510525154955e+14),446 BOOST_MATH_BIG_CONSTANT(T, 113, -1.416692606589060039334938090985713641e+16),447 BOOST_MATH_BIG_CONSTANT(T, 113, 1.892398600219306424294729851605944429e+17),448 BOOST_MATH_BIG_CONSTANT(T, 113, -2.107232903741874160308537145391245060e+18),449 BOOST_MATH_BIG_CONSTANT(T, 113, 1.930223393531877588898224144054112045e+19),450 BOOST_MATH_BIG_CONSTANT(T, 113, -1.427759576167665663373350433236061007e+20),451 BOOST_MATH_BIG_CONSTANT(T, 113, 8.306019279465532835530812122374386654e+20),452 BOOST_MATH_BIG_CONSTANT(T, 113, -3.653753000392125229440044977239174472e+21),453 BOOST_MATH_BIG_CONSTANT(T, 113, 1.140760686989511568435076842569804906e+22),454 BOOST_MATH_BIG_CONSTANT(T, 113, -2.249149337812510200795436107962504749e+22),455 BOOST_MATH_BIG_CONSTANT(T, 113, 2.101619088427348382058085685849420866e+22)456 };457 return exp(x) * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);458 }459 else if(x < 100)460 {461 // Max error in interpolated form: 5.494e-35462 // Max Error found at float128 precision = Poly: 1.214651e-34463 464 BOOST_MATH_STATIC const T P[] = {465 BOOST_MATH_BIG_CONSTANT(T, 113, 3.989422804014326779399307367861631577e-01),466 BOOST_MATH_BIG_CONSTANT(T, 113, -1.496033551505372542086590873271571919e-01),467 BOOST_MATH_BIG_CONSTANT(T, 113, -4.675104848454290286276466276677172664e-02),468 BOOST_MATH_BIG_CONSTANT(T, 113, -4.090716742397105403027549796269213215e-02),469 BOOST_MATH_BIG_CONSTANT(T, 113, -5.752570419098513588311026680089351230e-02),470 BOOST_MATH_BIG_CONSTANT(T, 113, -1.107369803696534592906420980901195808e-01),471 BOOST_MATH_BIG_CONSTANT(T, 113, -2.699214194000085622941721628134575121e-01),472 BOOST_MATH_BIG_CONSTANT(T, 113, -7.953006169077813678478720427604462133e-01),473 BOOST_MATH_BIG_CONSTANT(T, 113, -2.746618809476524091493444128605380593e+00),474 BOOST_MATH_BIG_CONSTANT(T, 113, -1.084446249943196826652788161656973391e+01),475 BOOST_MATH_BIG_CONSTANT(T, 113, -5.020325182518980633783194648285500554e+01),476 BOOST_MATH_BIG_CONSTANT(T, 113, -1.510195971266257573425196228564489134e+02),477 BOOST_MATH_BIG_CONSTANT(T, 113, -5.241661863814900938075696173192225056e+03),478 BOOST_MATH_BIG_CONSTANT(T, 113, 1.323374362891993686413568398575539777e+05),479 BOOST_MATH_BIG_CONSTANT(T, 113, -4.112838452096066633754042734723911040e+06),480 BOOST_MATH_BIG_CONSTANT(T, 113, 9.369270194978310081563767560113534023e+07),481 BOOST_MATH_BIG_CONSTANT(T, 113, -1.704295412488936504389347368131134993e+09),482 BOOST_MATH_BIG_CONSTANT(T, 113, 2.320829576277038198439987439508754886e+10),483 BOOST_MATH_BIG_CONSTANT(T, 113, -2.258818139077875493434420764260185306e+11),484 BOOST_MATH_BIG_CONSTANT(T, 113, 1.396791306321498426110315039064592443e+12),485 BOOST_MATH_BIG_CONSTANT(T, 113, -4.217617301585849875301440316301068439e+12)486 };487 return exp(x) * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);488 }489 else490 {491 // Bessel I0 over[100, INF]492 // Max error in interpolated form: 6.081e-35493 // Max Error found at float128 precision = Poly: 1.407151e-34494 BOOST_MATH_STATIC const T P[] = {495 BOOST_MATH_BIG_CONSTANT(T, 113, 3.9894228040143267793994605993438200208417e-01),496 BOOST_MATH_BIG_CONSTANT(T, 113, -1.4960335515053725422747977247811372936584e-01),497 BOOST_MATH_BIG_CONSTANT(T, 113, -4.6751048484542891946087411826356811991039e-02),498 BOOST_MATH_BIG_CONSTANT(T, 113, -4.0907167423975030452875828826630006305665e-02),499 BOOST_MATH_BIG_CONSTANT(T, 113, -5.7525704189964886494791082898669060345483e-02),500 BOOST_MATH_BIG_CONSTANT(T, 113, -1.1073698056568248642163476807108190176386e-01),501 BOOST_MATH_BIG_CONSTANT(T, 113, -2.6992139012879749064623499618582631684228e-01),502 BOOST_MATH_BIG_CONSTANT(T, 113, -7.9530409594026597988098934027440110587905e-01),503 BOOST_MATH_BIG_CONSTANT(T, 113, -2.7462844478733532517044536719240098183686e+00),504 BOOST_MATH_BIG_CONSTANT(T, 113, -1.0870711340681926669381449306654104739256e+01),505 BOOST_MATH_BIG_CONSTANT(T, 113, -4.8510175413216969245241059608553222505228e+01),506 BOOST_MATH_BIG_CONSTANT(T, 113, -2.4094682286011573747064907919522894740063e+02),507 BOOST_MATH_BIG_CONSTANT(T, 113, -1.3128845936764406865199641778959502795443e+03),508 BOOST_MATH_BIG_CONSTANT(T, 113, -8.1655901321962541203257516341266838487359e+03),509 BOOST_MATH_BIG_CONSTANT(T, 113, -3.8019591025686295090160445920753823994556e+04),510 BOOST_MATH_BIG_CONSTANT(T, 113, -6.7008089049178178697338128837158732831105e+05)511 };512 T ex = exp(x / 2);513 T result = ex * boost::math::tools::evaluate_polynomial(P, T(1 / x)) / sqrt(x);514 result *= ex;515 return result;516 }517}518 519template <typename T>520BOOST_MATH_GPU_ENABLED T bessel_i1_imp(const T& x, const boost::math::integral_constant<int, 0>&)521{522 if(boost::math::tools::digits<T>() <= 24)523 return bessel_i1_imp(x, boost::math::integral_constant<int, 24>());524 else if(boost::math::tools::digits<T>() <= 53)525 return bessel_i1_imp(x, boost::math::integral_constant<int, 53>());526 else if(boost::math::tools::digits<T>() <= 64)527 return bessel_i1_imp(x, boost::math::integral_constant<int, 64>());528 else if(boost::math::tools::digits<T>() <= 113)529 return bessel_i1_imp(x, boost::math::integral_constant<int, 113>());530 BOOST_MATH_ASSERT(0);531 return 0;532}533 534template <typename T>535BOOST_MATH_GPU_ENABLED inline T bessel_i1(const T& x)536{537 typedef boost::math::integral_constant<int,538 ((boost::math::numeric_limits<T>::digits == 0) || (boost::math::numeric_limits<T>::radix != 2)) ?539 0 :540 boost::math::numeric_limits<T>::digits <= 24 ?541 24 :542 boost::math::numeric_limits<T>::digits <= 53 ?543 53 :544 boost::math::numeric_limits<T>::digits <= 64 ?545 64 :546 boost::math::numeric_limits<T>::digits <= 113 ?547 113 : -1548 > tag_type;549 550 return bessel_i1_imp(x, tag_type());551}552 553}}} // namespaces554 555#endif // BOOST_MATH_BESSEL_I1_HPP556 557