tanh_sinh_detail.hpp 282 KB

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  1. // Copyright Nick Thompson, 2017
  2. // Use, modification and distribution are subject to the
  3. // Boost Software License, Version 1.0.
  4. // (See accompanying file LICENSE_1_0.txt
  5. // or copy at http://www.boost.org/LICENSE_1_0.txt)
  6. #ifndef BOOST_MATH_QUADRATURE_DETAIL_TANH_SINH_DETAIL_HPP
  7. #define BOOST_MATH_QUADRATURE_DETAIL_TANH_SINH_DETAIL_HPP
  8. #include <cmath>
  9. #include <vector>
  10. #include <typeinfo>
  11. #include <boost/math/tools/atomic.hpp>
  12. #include <boost/math/constants/constants.hpp>
  13. #include <boost/math/special_functions/next.hpp>
  14. #include <boost/math/tools/config.hpp>
  15. #ifdef BOOST_MATH_HAS_THREADS
  16. #include <mutex>
  17. #endif
  18. namespace boost{ namespace math{ namespace quadrature { namespace detail{
  19. // Returns the tanh-sinh quadrature of a function f over the open interval (-1, 1)
  20. template<class Real, class Policy>
  21. class tanh_sinh_detail
  22. {
  23. static const int initializer_selector =
  24. !std::numeric_limits<Real>::is_specialized || (std::numeric_limits<Real>::radix != 2) ?
  25. 0 :
  26. (std::numeric_limits<Real>::digits < 30) && (std::numeric_limits<Real>::max_exponent <= 128) ?
  27. 1 :
  28. (std::numeric_limits<Real>::digits <= std::numeric_limits<double>::digits) && (std::numeric_limits<Real>::max_exponent <= std::numeric_limits<double>::max_exponent) ?
  29. 2 :
  30. (std::numeric_limits<Real>::digits <= std::numeric_limits<long double>::digits) && (std::numeric_limits<Real>::max_exponent <= 16384) ?
  31. 3 :
  32. #ifdef BOOST_HAS_FLOAT128
  33. (std::numeric_limits<Real>::digits <= 113) && (std::numeric_limits<Real>::max_exponent <= 16384) ?
  34. 4 :
  35. #endif
  36. 0;
  37. public:
  38. tanh_sinh_detail(size_t max_refinements, const Real& min_complement) : m_max_refinements(max_refinements)
  39. {
  40. typedef std::integral_constant<int, initializer_selector> tag_type;
  41. init(min_complement, tag_type());
  42. }
  43. template<class F>
  44. decltype(std::declval<F>()(std::declval<Real>(), std::declval<Real>())) integrate(const F f, Real* error, Real* L1, const char* function, Real left_min_complement, Real right_min_complement, Real tolerance, std::size_t* levels) const;
  45. private:
  46. const std::vector<Real>& get_abscissa_row(std::size_t n)const
  47. {
  48. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  49. if (m_committed_refinements.load() < n)
  50. extend_refinements();
  51. BOOST_MATH_ASSERT(m_committed_refinements.load() >= n);
  52. #else
  53. if (m_committed_refinements < n)
  54. extend_refinements();
  55. BOOST_MATH_ASSERT(m_committed_refinements >= n);
  56. #endif
  57. return m_abscissas[n];
  58. }
  59. const std::vector<Real>& get_weight_row(std::size_t n)const
  60. {
  61. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  62. if (m_committed_refinements.load() < n)
  63. extend_refinements();
  64. BOOST_MATH_ASSERT(m_committed_refinements.load() >= n);
  65. #else
  66. if (m_committed_refinements < n)
  67. extend_refinements();
  68. BOOST_MATH_ASSERT(m_committed_refinements >= n);
  69. #endif
  70. return m_weights[n];
  71. }
  72. std::size_t get_first_complement_index(std::size_t n)const
  73. {
  74. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  75. if (m_committed_refinements.load() < n)
  76. extend_refinements();
  77. BOOST_MATH_ASSERT(m_committed_refinements.load() >= n);
  78. #else
  79. if (m_committed_refinements < n)
  80. extend_refinements();
  81. BOOST_MATH_ASSERT(m_committed_refinements >= n);
  82. #endif
  83. return m_first_complements[n];
  84. }
  85. void init(const Real& min_complement, const std::integral_constant<int, 0>&);
  86. void init(const Real& min_complement, const std::integral_constant<int, 1>&);
  87. void init(const Real& min_complement, const std::integral_constant<int, 2>&);
  88. void init(const Real& min_complement, const std::integral_constant<int, 3>&);
  89. #ifdef BOOST_HAS_FLOAT128
  90. void init(const Real& min_complement, const std::integral_constant<int, 4>&);
  91. #endif
  92. void prune_to_min_complement(const Real& m);
  93. void extend_refinements()const
  94. {
  95. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  96. std::lock_guard<std::mutex> guard(m_mutex);
  97. #endif
  98. //
  99. // Check some other thread hasn't got here after we read the atomic variable, but before we got here:
  100. //
  101. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  102. if (m_committed_refinements.load() >= m_max_refinements)
  103. return;
  104. #else
  105. if (m_committed_refinements >= m_max_refinements)
  106. return;
  107. #endif
  108. using std::ldexp;
  109. using std::ceil;
  110. ++m_committed_refinements;
  111. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  112. std::size_t row = m_committed_refinements.load();
  113. #else
  114. std::size_t row = m_committed_refinements;
  115. #endif
  116. Real h = ldexp(static_cast<Real>(1), -static_cast<int>(row));
  117. std::size_t first_complement = 0;
  118. std::size_t n = boost::math::itrunc(ceil((m_t_max - h) / (2 * h)));
  119. m_abscissas[row].reserve(n);
  120. m_weights[row].reserve(n);
  121. for (Real pos = h; pos < m_t_max; pos += 2 * h)
  122. {
  123. if (pos < m_t_crossover)
  124. ++first_complement;
  125. m_abscissas[row].push_back(pos < m_t_crossover ? abscissa_at_t(pos) : -abscissa_complement_at_t(pos));
  126. }
  127. m_first_complements[row] = first_complement;
  128. for (Real pos = h; pos < m_t_max; pos += 2 * h)
  129. m_weights[row].push_back(weight_at_t(pos));
  130. }
  131. static inline Real abscissa_at_t(const Real& t)
  132. {
  133. using std::tanh;
  134. using std::sinh;
  135. using boost::math::constants::half_pi;
  136. return tanh(half_pi<Real>()*sinh(t));
  137. }
  138. static inline Real weight_at_t(const Real& t)
  139. {
  140. using std::cosh;
  141. using std::sinh;
  142. using boost::math::constants::half_pi;
  143. Real cs = cosh(half_pi<Real>() * sinh(t));
  144. return half_pi<Real>() * cosh(t) / (cs * cs);
  145. }
  146. static inline Real abscissa_complement_at_t(const Real& t)
  147. {
  148. using std::cosh;
  149. using std::exp;
  150. using std::sinh;
  151. using boost::math::constants::half_pi;
  152. Real u2 = half_pi<Real>() * sinh(t);
  153. return 1 / (exp(u2) *cosh(u2));
  154. }
  155. static inline Real t_from_abscissa_complement(const Real& x)
  156. {
  157. using std::log;
  158. using std::sqrt;
  159. using boost::math::constants::pi;
  160. Real l = log(2-x) - log(x);
  161. return log((sqrt(l * l + pi<Real>() * pi<Real>()) + l) / pi<Real>());
  162. };
  163. mutable std::vector<std::vector<Real>> m_abscissas;
  164. mutable std::vector<std::vector<Real>> m_weights;
  165. mutable std::vector<std::size_t> m_first_complements;
  166. std::size_t m_max_refinements, m_inital_row_length{};
  167. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  168. mutable boost::math::detail::atomic_unsigned_type m_committed_refinements{};
  169. mutable std::mutex m_mutex;
  170. #else
  171. mutable unsigned m_committed_refinements;
  172. #endif
  173. Real m_t_max, m_t_crossover;
  174. };
  175. template<class Real, class Policy>
  176. template<class F>
  177. decltype(std::declval<F>()(std::declval<Real>(), std::declval<Real>())) tanh_sinh_detail<Real, Policy>::integrate(const F f, Real* error, Real* L1, const char* function, Real left_min_complement, Real right_min_complement, Real tolerance, std::size_t* levels) const
  178. {
  179. using std::abs;
  180. using std::fabs;
  181. using std::floor;
  182. using std::tanh;
  183. using std::sinh;
  184. using std::sqrt;
  185. using boost::math::constants::half;
  186. using boost::math::constants::half_pi;
  187. //
  188. // The type of the result:
  189. typedef decltype(std::declval<F>()(std::declval<Real>(), std::declval<Real>())) result_type;
  190. Real h = m_t_max / m_inital_row_length;
  191. result_type I0 = half_pi<Real>() * f(0, 1);
  192. Real L1_I0 = abs(I0);
  193. //
  194. // We maintain 4 integer values:
  195. // max_left_position is the logical index of the abscissa value closest to the
  196. // left endpoint of the range that we can call f(x_i) on without rounding error
  197. // inside f(x_i) causing evaluation at the endpoint.
  198. // max_left_index is the actual position in the current row that has a logical index
  199. // no higher than max_left_position. Remember that since we only store odd numbered
  200. // indexes in each row, this may actually be one position to the left of max_left_position
  201. // in the case that is even. Then, if we only evaluate f(-x_i) for abscissa values
  202. // i <= max_left_index we will never evaluate f(-x_i) at the left endpoint.
  203. // max_right_position and max_right_index are defined similarly for the right boundary
  204. // and are used to guard evaluation of f(x_i).
  205. //
  206. // max_left_position and max_right_position start off as the last element in row zero:
  207. //
  208. std::size_t max_left_position(m_abscissas[0].size() - 1);
  209. std::size_t max_left_index, max_right_position(max_left_position), max_right_index;
  210. //
  211. // Decrement max_left_position and max_right_position until the complement
  212. // of the abscissa value is greater than the smallest permitted (as specified
  213. // by the function caller):
  214. //
  215. while ((max_left_position > 1) && fabs(m_abscissas[0][max_left_position]) < left_min_complement)
  216. --max_left_position;
  217. while ((max_right_position > 1) && fabs(m_abscissas[0][max_right_position]) < right_min_complement)
  218. --max_right_position;
  219. //
  220. // Check for non-finite values at the end points:
  221. //
  222. result_type yp{ f(-1 - m_abscissas[0][max_left_position], m_abscissas[0][max_left_position]) };
  223. result_type ym{ f(1 + m_abscissas[0][max_right_position], -m_abscissas[0][max_right_position]) };
  224. result_type tail_tolerance{ (std::max)(boost::math::tools::epsilon<Real>(), Real(tolerance * tolerance)) };
  225. while (max_left_position)
  226. {
  227. if ((boost::math::isfinite)(yp))
  228. break;
  229. --max_left_position;
  230. yp = f(-1 - m_abscissas[0][max_left_position], m_abscissas[0][max_left_position]);
  231. }
  232. //
  233. // Also remove points which are insignificant or zero:
  234. //
  235. while (max_left_position > 1)
  236. {
  237. if (abs(yp * m_weights[0][max_left_position]) > abs(L1_I0 * tail_tolerance))
  238. break;
  239. --max_left_position;
  240. yp = f(-1 - m_abscissas[0][max_left_position], m_abscissas[0][max_left_position]);
  241. }
  242. //
  243. // Over again for the right hand side:
  244. //
  245. while (max_right_position)
  246. {
  247. if ((boost::math::isfinite)(ym))
  248. break;
  249. --max_right_position;
  250. ym = f(1 + m_abscissas[0][max_right_position], -m_abscissas[0][max_right_position]);
  251. }
  252. while (max_right_position > 1)
  253. {
  254. if (abs(ym * m_weights[0][max_right_position]) > abs(L1_I0 * tail_tolerance))
  255. break;
  256. --max_right_position;
  257. ym = f(1 + m_abscissas[0][max_right_position], -m_abscissas[0][max_right_position]);
  258. }
  259. if ((max_left_position == 0) || (max_right_position == 0))
  260. {
  261. return policies::raise_evaluation_error(function, "The tanh_sinh quadrature found your function to be non-finite everywhere! Please check your function for singularities.", ym, Policy());
  262. }
  263. I0 += yp * m_weights[0][max_left_position] + ym * m_weights[0][max_right_position];
  264. L1_I0 += abs(yp * m_weights[0][max_left_position]) + abs(ym * m_weights[0][max_right_position]);
  265. //
  266. // Assumption: left_min_complement/right_min_complement are sufficiently small that we only
  267. // ever decrement through the stored values that are complements (the negative ones), and
  268. // never ever hit the true abscissa values (positive stored values).
  269. //
  270. BOOST_MATH_ASSERT(m_abscissas[0][max_left_position] < 0);
  271. BOOST_MATH_ASSERT(m_abscissas[0][max_right_position] < 0);
  272. for(size_t i = 1; i < m_abscissas[0].size(); ++i)
  273. {
  274. if ((i >= max_right_position) && (i >= max_left_position))
  275. break;
  276. Real x = m_abscissas[0][i];
  277. Real xc = x;
  278. Real w = m_weights[0][i];
  279. if ((boost::math::signbit)(x))
  280. {
  281. // We have stored x - 1:
  282. x = 1 + xc;
  283. }
  284. else
  285. xc = x - 1;
  286. yp = i < max_right_position ? f(x, -xc) : 0;
  287. ym = i < max_left_position ? f(-x, xc) : 0;
  288. I0 += (yp + ym)*w;
  289. L1_I0 += (abs(yp) + abs(ym))*w;
  290. }
  291. //
  292. // We have:
  293. // k = current row.
  294. // I0 = last integral value.
  295. // I1 = current integral value.
  296. // L1_I0 and L1_I1 are the absolute integral values.
  297. //
  298. size_t k = 1;
  299. result_type I1 = I0;
  300. Real L1_I1 = L1_I0;
  301. Real err = 0;
  302. //
  303. // thrash_count is a heuristic - it counts how many time the error has actually increased
  304. // rather than decreased, if this gets too high we abort...
  305. //
  306. unsigned thrash_count = 0;
  307. while (k < 4 || (k < m_weights.size() && k < m_max_refinements) )
  308. {
  309. I0 = I1;
  310. L1_I0 = L1_I1;
  311. I1 = half<Real>()*I0;
  312. L1_I1 = half<Real>()*L1_I0;
  313. h *= half<Real>();
  314. result_type sum = 0;
  315. Real absum = 0;
  316. Real endpoint_error = 0;
  317. auto const& abscissa_row = this->get_abscissa_row(k);
  318. auto const& weight_row = this->get_weight_row(k);
  319. std::size_t first_complement_index = this->get_first_complement_index(k);
  320. //
  321. // At the start of each new row we need to update the max left/right indexes
  322. // at which we can evaluate f(x_i). The new logical position is simply twice
  323. // the old value. The new max index is one position to the left of the new
  324. // logical value (remember each row contains only odd numbered positions).
  325. // Then we have to make a single check, to see if one position to the right
  326. // is also in bounds (this is the new abscissa value in this row which is
  327. // known to be in between a value known to be in bounds, and one known to be
  328. // not in bounds).
  329. // Thus, we filter which abscissa values generate a call to f(x_i), with a single
  330. // floating point comparison per loop. Everything else is integer logic.
  331. //
  332. BOOST_MATH_ASSERT(max_left_position);
  333. max_left_index = max_left_position - 1;
  334. max_left_position *= 2;
  335. BOOST_MATH_ASSERT(max_right_position);
  336. max_right_index = max_right_position - 1;
  337. max_right_position *= 2;
  338. if ((abscissa_row.size() > max_left_index + 1) && (fabs(abscissa_row[max_left_index + 1]) > left_min_complement))
  339. {
  340. ++max_left_position;
  341. ++max_left_index;
  342. }
  343. if ((abscissa_row.size() > max_right_index + 1) && (fabs(abscissa_row[max_right_index + 1]) > right_min_complement))
  344. {
  345. ++max_right_position;
  346. ++max_right_index;
  347. }
  348. //
  349. // We also check that our endpoints don't hit singularities:
  350. //
  351. do
  352. {
  353. yp = f(-1 - abscissa_row[max_left_index], abscissa_row[max_left_index]);
  354. if ((boost::math::isfinite)(yp))
  355. break;
  356. if(max_left_position <= 2)
  357. {
  358. return policies::raise_evaluation_error(function, "The tanh_sinh quadrature found your function to be non-finite everywhere! Please check your function for singularities.", ym, Policy());
  359. }
  360. max_left_position -= 2;
  361. --max_left_index;
  362. } while (abscissa_row[max_left_index] < 0);
  363. bool truncate_left(false), truncate_right(false);
  364. if (abs(L1_I1 * tail_tolerance) > abs(yp * weight_row[max_left_index]))
  365. truncate_left = true;
  366. do
  367. {
  368. ym = f(1 + abscissa_row[max_right_index], -abscissa_row[max_right_index]);
  369. if ((boost::math::isfinite)(ym))
  370. break;
  371. if (max_right_position <= 2)
  372. {
  373. return policies::raise_evaluation_error(function, "The tanh_sinh quadrature found your function to be non-finite everywhere! Please check your function for singularities.", ym, Policy());
  374. }
  375. --max_right_index;
  376. max_right_position -= 2;
  377. } while (abscissa_row[max_right_index] < 0);
  378. if (abs(L1_I1 * tail_tolerance) > abs(ym * weight_row[max_right_index]))
  379. truncate_right = true;
  380. sum += yp * weight_row[max_left_index] + ym * weight_row[max_right_index];
  381. absum += abs(yp * weight_row[max_left_index]) + abs(ym * weight_row[max_right_index]);
  382. //
  383. // We estimate the error due to truncation as the value contributed by the two most extreme points.
  384. // In most cases this is tiny and can be ignored, if it is significant then either the area of the
  385. // integral is so far our in the tails that our exponent range can't reach it (example x^-p at double
  386. // precision and p ~ 1), or our function is truncated near epsilon, and we have had to narrow our endpoints.
  387. // In this latter case we may over-estimate the error, but this is the best we can do.
  388. // In any event, we do not add endpoint_error to the error estimate until we terminate the main loop,
  389. // otherwise it can make things appear to be non-converged, when in reality, they are as converged as they
  390. // will ever be.
  391. //
  392. endpoint_error = absum;
  393. for(size_t j = 0; j < weight_row.size(); ++j)
  394. {
  395. // If both left and right abscissa values are out of bounds at this step
  396. // we can just stop this loop right now:
  397. if ((j >= max_left_index) && (j >= max_right_index))
  398. break;
  399. Real x = abscissa_row[j];
  400. Real xc = x;
  401. Real w = weight_row[j];
  402. if (j >= first_complement_index)
  403. {
  404. // We have stored x - 1:
  405. BOOST_MATH_ASSERT(x < 0);
  406. x = 1 + xc;
  407. }
  408. else
  409. {
  410. BOOST_MATH_ASSERT(x >= 0);
  411. xc = x - 1;
  412. }
  413. yp = j >= max_right_index ? 0 : f(x, -xc);
  414. ym = j >= max_left_index ? 0 : f(-x, xc);
  415. result_type term = (yp + ym)*w;
  416. sum += term;
  417. // A question arises as to how accurately we actually need to estimate the L1 integral.
  418. // For simple integrands, computing the L1 norm makes the integration 20% slower,
  419. // but for more complicated integrands, this calculation is not noticeable.
  420. Real abterm = (abs(yp) + abs(ym))*w;
  421. absum += abterm;
  422. }
  423. I1 += sum*h;
  424. L1_I1 += absum*h;
  425. ++k;
  426. Real last_err = err;
  427. err = abs(I0 - I1);
  428. if (!(boost::math::isfinite)(I1))
  429. {
  430. return policies::raise_evaluation_error(function, "The tanh_sinh quadrature evaluated your function at a singular point and got %1%. Please narrow the bounds of integration or check your function for singularities.", I1, Policy());
  431. }
  432. //
  433. // If the error is increasing, and we're past level 4, something bad is very likely happening:
  434. //
  435. if ((err * 1.5 > last_err) && (k > 4))
  436. {
  437. bool terminate = false;
  438. if ((++thrash_count > 1) && (last_err < 1e-3))
  439. // Probably just thrashing, abort:
  440. terminate = true;
  441. else if(thrash_count > 2)
  442. // OK, terrible error, but giving up anyway!
  443. terminate = true;
  444. else if (last_err < boost::math::tools::root_epsilon<Real>())
  445. // Trying to squeeze precision that probably isn't there, abort:
  446. terminate = true;
  447. else
  448. {
  449. // Take a look at the end points, if there's significant new area being
  450. // discovered, then we're not able to get close enough to the endpoints
  451. // to ever find the integral:
  452. if (abs(endpoint_error / sum) > err)
  453. terminate = true;
  454. }
  455. if (terminate)
  456. {
  457. // We could raise an evaluation_error, but since we likely have some sort of result, just return the last one
  458. // (ie before the error started going up)
  459. I1 = I0;
  460. L1_I1 = L1_I0;
  461. --k;
  462. err = last_err + endpoint_error;
  463. break;
  464. }
  465. // Fall through and keep going, assume we've discovered a new feature of f(x)....
  466. }
  467. //
  468. // Termination condition:
  469. // No more levels are considered once the error is less than the specified tolerance.
  470. // Note however, that we always go down at least 4 levels, otherwise we risk missing
  471. // features of interest in f() - imagine for example a function which flatlines, except
  472. // for a very small "spike". An example would be the incomplete beta integral with large
  473. // parameters. We could keep hunting until we find something, but that would handicap
  474. // integrals which really are zero.... so a compromise then!
  475. //
  476. if ((err <= abs(tolerance*L1_I1)) && (k >= 4))
  477. {
  478. //
  479. // A quick sanity check: have we at some point narrowed our boundaries as a result
  480. // of non-finite values? If so let's check that the area isn't on an increasing
  481. // trajectory at our new end point, and increase our error estimate by the last
  482. // good value as an estimate for what we may have discarded.
  483. //
  484. if (max_left_index && (max_left_index < abscissa_row.size() - 1) && (abs(abscissa_row[max_left_index + 1]) > left_min_complement))
  485. {
  486. yp = f(-1 - abscissa_row[max_left_index], abscissa_row[max_left_index]) * weight_row[max_left_index];
  487. ym = f(-1 - abscissa_row[max_left_index - 1], abscissa_row[max_left_index - 1]) * weight_row[max_left_index - 1];
  488. if (abs(yp) > abs(ym))
  489. {
  490. return policies::raise_evaluation_error(function, "The tanh_sinh quadrature evaluated your function at a singular point and got %1%. Integration bounds were automatically narrowed, but the integral was found to be increasing at the new endpoint. Please check your function, and consider providing a 2-argument functor.", I1, Policy());
  491. }
  492. }
  493. if (max_right_index && (max_right_index < abscissa_row.size() - 1) && (abs(abscissa_row[max_right_index + 1]) > right_min_complement))
  494. {
  495. yp = f(1 + abscissa_row[max_right_index], -abscissa_row[max_right_index]) * weight_row[max_right_index];
  496. ym = f(1 + abscissa_row[max_right_index - 1], -abscissa_row[max_right_index - 1]) * weight_row[max_right_index - 1];
  497. if (abs(yp) > abs(ym))
  498. {
  499. return policies::raise_evaluation_error(function, "The tanh_sinh quadrature evaluated your function at a singular point and got %1%. Integration bounds were automatically narrowed, but the integral was found to be increasing at the new endpoint. Please check your function, and consider providing a 2-argument functor.", I1, Policy());
  500. }
  501. }
  502. err += endpoint_error;
  503. break;
  504. }
  505. if ((truncate_left) && (max_left_position > 1))
  506. --max_left_position;
  507. if ((truncate_right) && (max_right_position > 1))
  508. --max_right_position;
  509. }
  510. if (error)
  511. {
  512. *error = err;
  513. }
  514. if (L1)
  515. {
  516. *L1 = L1_I1;
  517. }
  518. if (levels)
  519. {
  520. *levels = k;
  521. }
  522. return I1;
  523. }
  524. template<class Real, class Policy>
  525. void tanh_sinh_detail<Real, Policy>::init(const Real& min_complement, const std::integral_constant<int, 0>&)
  526. {
  527. using std::tanh;
  528. using std::sinh;
  529. using std::asinh;
  530. using std::atanh;
  531. using std::ceil;
  532. using boost::math::constants::half_pi;
  533. using boost::math::constants::pi;
  534. using boost::math::constants::two_div_pi;
  535. using boost::math::lltrunc;
  536. m_committed_refinements = 4;
  537. //
  538. // Initial row length is one step to the right of the abscissa value
  539. // that would go to the full extent of the requested range, we need this
  540. // to ensure full precision as otherwise we chop off quite a chunk of the
  541. // range in *subsequent* rows.
  542. //
  543. m_inital_row_length = lltrunc(ceil(t_from_abscissa_complement(min_complement)));
  544. std::size_t first_complement = 0;
  545. m_t_max = m_inital_row_length;
  546. m_t_crossover = t_from_abscissa_complement(Real(0.5f));
  547. m_abscissas.assign(m_max_refinements + 1, std::vector<Real>());
  548. m_weights.assign(m_max_refinements + 1, std::vector<Real>());
  549. m_first_complements.assign(m_max_refinements + 1, 0);
  550. //
  551. // First row is special:
  552. //
  553. Real h = m_t_max / m_inital_row_length;
  554. std::vector<Real> temp(m_inital_row_length + 1, Real(0));
  555. for (std::size_t i = 0; i < m_inital_row_length; ++i)
  556. {
  557. Real t = h * i;
  558. if (t < m_t_crossover)
  559. ++first_complement;
  560. temp[i] = t < m_t_crossover ? abscissa_at_t(t) : -abscissa_complement_at_t(t);
  561. }
  562. temp[m_inital_row_length] = -abscissa_complement_at_t(m_t_max);
  563. m_abscissas[0].swap(temp);
  564. m_first_complements[0] = first_complement;
  565. temp.assign(m_inital_row_length + 1, Real(0));
  566. for (std::size_t i = 0; i < m_inital_row_length; ++i)
  567. temp[i] = weight_at_t(Real(h * i));
  568. temp[m_inital_row_length] = weight_at_t(m_t_max);
  569. m_weights[0].swap(temp);
  570. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  571. for (std::size_t row = 1; row <= m_committed_refinements.load(); ++row)
  572. #else
  573. for (std::size_t row = 1; row <= m_committed_refinements; ++row)
  574. #endif
  575. {
  576. h /= 2;
  577. first_complement = 0;
  578. for (Real pos = h; pos < m_t_max; pos += 2 * h)
  579. {
  580. if (pos < m_t_crossover)
  581. ++first_complement;
  582. temp.push_back(pos < m_t_crossover ? abscissa_at_t(pos) : -abscissa_complement_at_t(pos));
  583. }
  584. m_abscissas[row].swap(temp);
  585. m_first_complements[row] = first_complement;
  586. for (Real pos = h; pos < m_t_max; pos += 2 * h)
  587. temp.push_back(weight_at_t(pos));
  588. m_weights[row].swap(temp);
  589. }
  590. }
  591. #ifdef __GNUC__
  592. // Selective warning disabling via:
  593. // #pragma GCC diagnostic ignored "-Wliteral-range"
  594. // #pragma GCC diagnostic ignored "-Woverflow"
  595. // Seems not to work, so we're left with this:
  596. #pragma GCC system_header
  597. #endif
  598. template<class Real, class Policy>
  599. void tanh_sinh_detail<Real, Policy>::init(const Real& min_complement, const std::integral_constant<int, 1>&)
  600. {
  601. m_inital_row_length = 4;
  602. m_abscissas.reserve(m_max_refinements + 1);
  603. m_weights.reserve(m_max_refinements + 1);
  604. m_first_complements.reserve(m_max_refinements + 1);
  605. m_abscissas = {
  606. { 0.0f, -0.04863203593f, -2.252280754e-05f, -4.294161056e-14f, -1.167648898e-37f, },
  607. { -0.3257285078f, -0.002485143543f, -1.112433512e-08f, -5.378491591e-23f, },
  608. { 0.3772097382f, -0.1404309413f, -0.01295943949f, -0.0003117359716f, -7.952628853e-07f, -4.714355182e-11f, -5.415222824e-18f, -2.040300394e-29f, },
  609. { 0.1943570033f, -0.4608532946f, -0.219392561f, -0.08512073674f, -0.0260331318f, -0.005944493369f, -0.0009348035442f, -9.061530486e-05f, -4.683958779e-06f, -1.072183876e-07f, -8.572949078e-10f, -1.767834693e-12f, -6.374878495e-16f, -2.442937279e-20f, -5.251546473e-26f, -2.789467162e-33f, },
  610. { 0.09792388529f, 0.2878799327f, 0.4612535439f, -0.3897263425f, -0.2689819652f, -0.1766829945f, -0.1101085972f, -0.06483914248f, -0.03588783578f, -0.01854517332f, -0.008873007558f, -0.003891334562f, -0.001545791232f, -0.0005485655647f, -0.0001711779271f, -4.612899437e-05f, -1.051798518e-05f, -1.982859405e-06f, -3.011058474e-07f, -3.576091908e-08f, -3.212800902e-09f, -2.102671378e-10f, -9.606066479e-12f, -2.919026641e-13f, -5.586116639e-15f, -6.328207135e-17f, -3.956461339e-19f, -1.260975845e-21f, -1.872492175e-24f, -1.170030294e-27f, -2.740986178e-31f, -2.112282721e-35f, },
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  623. { 1.570607717f, 1.569099695f, 1.566088239f, 1.561582493f, 1.555596115f, 1.548147191f, 1.539258145f, 1.528955608f, 1.517270275f, 1.504236738f, 1.489893298f, 1.474281762f, 1.457447221f, 1.439437815f, 1.420304486f, 1.400100716f, 1.378882264f, 1.35670689f, 1.333634075f, 1.309724744f, 1.285040985f, 1.259645765f, 1.233602657f, 1.206975567f, 1.179828472f, 1.152225159f, 1.124228984f, 1.09590263f, 1.067307886f, 1.038505436f, 1.00955466f, 0.9805134517f, 0.951438051f, 0.9223828892f, 0.8934004523f, 0.8645411596f, 0.8358532563f, 0.807382723f, 0.7791731997f, 0.7512659245f, 0.723699687f, 0.6965107951f, 0.6697330554f, 0.6433977657f, 0.6175337199f, 0.5921672237f, 0.5673221206f, 0.5430198278f, 0.5192793805f, 0.4961174844f, 0.4735485755f, 0.4515848861f, 0.4302365164f, 0.4095115109f, 0.3894159397f, 0.3699539819f, 0.3511280132f, 0.3329386948f, 0.3153850641f, 0.2984646265f, 0.2821734476f, 0.2665062456f, 0.2514564831f, 0.2370164583f, 0.2231773949f, 0.2099295305f, 0.1972622032f, 0.1851639366f, 0.1736225217f, 0.1626250975f, 0.1521582278f, 0.1422079761f, 0.1327599774f, 0.1237995069f, 0.1153115463f, 0.1072808458f, 0.09969198461f, 0.09252942711f, 0.08577757654f, 0.0794208254f, 0.07344360286f, 0.06783041903f, 0.06256590638f, 0.05763485811f, 0.05302226366f, 0.04871334138f, 0.04469356846f, 0.04094870813f, 0.0374648342f, 0.03422835312f, 0.03122602351f, 0.02844497325f, 0.02587271434f, 0.02349715546f, 0.02130661237f, 0.01928981624f, 0.01743592007f, 0.01573450311f, 0.01417557353f, 0.01274956936f, 0.01144735783f, 0.01026023317f, 0.009179912924f, 0.008198533005f, 0.007308641451f, 0.006503191044f, 0.005775530877f, 0.005119396961f, 0.004528901979f, 0.003998524263f, 0.00352309611f, 0.003097791523f, 0.002718113458f, 0.002379880688f, 0.002079214354f, 0.001812524299f, 0.001576495262f, 0.00136807301f, 0.001184450486f, 0.001023054043f, 0.0008815298242f, 0.0007577303578f, 0.0006497014187f, 0.0005556692074f, 0.000474027894f, 0.0004033275645f, 0.0003422626065f, 0.0002896605611f, 0.0002444714673f, 0.0002057577147f, 0.0001726844199f, 0.0001445103343f, 0.0001205792873f, 0.0001003121646f, 8.319941724e-05f, 6.879409311e-05f, 5.670537985e-05f, 4.659264463e-05f, 3.815995412e-05f, 3.115105568e-05f, 2.534479897e-05f, 2.055097594e-05f, 1.660655598e-05f, 1.337229228e-05f, 1.072967541e-05f, 8.578209354e-06f, 6.832986277e-06f, 5.422535892e-06f, 4.286926494e-06f, 3.376095235e-06f, 2.648386225e-06f, 2.069276126e-06f, 1.610268009e-06f, 1.247935512e-06f, 9.631005212e-07f, 7.401289349e-07f, 5.66330284e-07f, 4.314482559e-07f, 3.272303733e-07f, 2.470662451e-07f, 1.856849137e-07f, 1.3890287e-07f, 1.034152804e-07f, 7.662387397e-08f, 5.649576387e-08f, 4.144823356e-08f, 3.025519646e-08f, 2.197164892e-08f, 1.587297809e-08f, 1.140646555e-08f, 8.152746483e-09f, 5.795349573e-09f, 4.096757914e-09f, 2.879701346e-09f, 2.012621022e-09f, 1.398441431e-09f, 9.659485186e-10f, 6.632086347e-10f, 4.52575761e-10f, 3.069270208e-10f, 2.068420354e-10f, 1.385028753e-10f, 9.214056423e-11f, 6.089338706e-11f, 3.997338952e-11f, 2.60619605e-11f, 1.687451934e-11f, 1.084916183e-11f, 6.925528015e-12f, 4.38886519e-12f, 2.760858767e-12f, 1.723764404e-12f, 1.068075044e-12f, 6.56694435e-13f, 4.00598538e-13f, 2.424296605e-13f, 1.455249916e-13f, 8.663812725e-14f, 5.114974901e-14f, 2.99421776e-14f, 1.737681695e-14f, 9.99642401e-15f, 5.699626666e-15f, 3.220432513e-15f, 1.802958964e-15f, 9.999957344e-16f, 5.493978397e-16f, 2.989420886e-16f, 1.610765424e-16f, 8.593209748e-17f, 4.538246827e-17f, 2.372253167e-17f, 1.227167167e-17f, 6.281229049e-18f, 3.180614714e-18f, 1.593049257e-18f, 7.890855159e-19f, 3.864733103e-19f, 1.87127733e-19f, 8.955739455e-20f, 4.235742852e-20f, 1.979436202e-20f, 9.138078558e-21f, 4.166641158e-21f, 1.876075055e-21f, 8.339901949e-22f, 3.659575236e-22f, 1.584785218e-22f, 6.771575694e-23f, 2.854281708e-23f, 1.186583858e-23f, 4.864069936e-24f, 1.965643419e-24f, 7.829165625e-25f, 3.072789229e-25f, 1.188107615e-25f, 4.524619749e-26f, 1.696710187e-26f, 6.263641003e-27f, 2.275790793e-27f, 8.136077716e-28f, 2.861306549e-28f, 9.896184197e-29f, 3.365200893e-29f, 1.124807055e-29f, 3.694460433e-30f, 1.192093301e-30f, 3.777757876e-31f, 1.175436379e-31f, 3.589879078e-32f, 1.075842686e-32f, 3.162835126e-33f, 9.118674189e-34f, 2.577393168e-34f, 7.139829504e-35f, 1.937828921e-35f, },
  624. };
  625. m_first_complements = {
  626. 1, 0, 1, 1, 3, 5, 11, 22,
  627. };
  628. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  629. m_committed_refinements = static_cast<boost::math::detail::atomic_unsigned_integer_type>(m_abscissas.size() - 1);
  630. #else
  631. m_committed_refinements = m_abscissas.size() - 1;
  632. #endif
  633. if (m_max_refinements >= m_abscissas.size())
  634. {
  635. m_abscissas.resize(m_max_refinements + 1);
  636. m_weights.resize(m_max_refinements + 1);
  637. m_first_complements.resize(m_max_refinements + 1);
  638. }
  639. else
  640. {
  641. m_max_refinements = m_abscissas.size() - 1;
  642. }
  643. m_t_max = static_cast<Real>(m_inital_row_length);
  644. m_t_crossover = t_from_abscissa_complement(Real(0.5f));
  645. prune_to_min_complement(min_complement);
  646. }
  647. template<class Real, class Policy>
  648. void tanh_sinh_detail<Real, Policy>::init(const Real& min_complement, const std::integral_constant<int, 2>&)
  649. {
  650. m_inital_row_length = 6;
  651. m_abscissas.reserve(m_max_refinements + 1);
  652. m_weights.reserve(m_max_refinements + 1);
  653. m_first_complements.reserve(m_max_refinements + 1);
  654. m_abscissas = {
  655. { 0, -0.0486320359272530543, -2.25228075384071351e-05, -4.29416105587824078e-14, -1.16764889750986093e-37, -1.14795299162938991e-101, -1.22565381365848647e-275, },
  656. { -0.325728507751564174, -0.00248514354277561317, -1.1124335118015332e-08, -5.37849159139368877e-23, -7.9430213192221161e-62, -2.38712281858192662e-167, },
  657. { 0.377209738164034174, -0.140430941310103365, -0.0129594394926231083, -0.000311735971646790949, -7.95262885287335534e-07, -4.71435518232225751e-11, -5.41522282380723085e-18, -2.04030039435249433e-29, -3.05969013536445003e-48, -2.86219841925875116e-79, -2.00703306915332264e-130, -9.24799327395281672e-215, },
  658. { 0.194357003324935432, -0.460853294612032231, -0.219392561016799701, -0.0851207367354253891, -0.0260331318043225514, -0.00594449336859785671, -0.000934803544214153575, -9.06153048560001614e-05, -4.68395877947156992e-06, -1.07218387581618094e-07, -8.57294907821677329e-10, -1.76783469283872037e-12, -6.37487849504443965e-16, -2.44293727908521732e-20, -5.25154647301957486e-26, -2.78946716228941774e-33, -1.2781108980938045e-42, -1.3082723368531808e-54, -5.27997812261025438e-70, -9.06191040541810149e-90, -3.79031527880246479e-115, -9.83017699648704421e-148, -1.41780355464723683e-189, -2.67381847626328947e-243, },
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9.58680472859715381e-214, 3.86041689304663802e-217, 1.37411989131828493e-220, 4.3152058575378643e-224, 1.19318553486394228e-227, 2.89916952664044891e-231, 6.17752210069930949e-235, 1.15194579122953133e-238, 1.87592143430152533e-242, 2.66216877009057987e-246, 3.28513888332404399e-250, 3.51733028987600599e-254, 3.26018945745222711e-258, 2.61009614898002005e-262, 1.80074547979629024e-266, 1.06810199062668946e-270, },
  673. };
  674. m_first_complements = {
  675. 1, 0, 1, 1, 3, 5, 11, 22,
  676. };
  677. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  678. m_committed_refinements = static_cast<boost::math::detail::atomic_unsigned_integer_type>(m_abscissas.size() - 1);
  679. #else
  680. m_committed_refinements = m_abscissas.size() - 1;
  681. #endif
  682. if (m_max_refinements >= m_abscissas.size())
  683. {
  684. m_abscissas.resize(m_max_refinements + 1);
  685. m_weights.resize(m_max_refinements + 1);
  686. m_first_complements.resize(m_max_refinements + 1);
  687. }
  688. else
  689. {
  690. m_max_refinements = m_abscissas.size() - 1;
  691. }
  692. m_t_max = static_cast<Real>(m_inital_row_length);
  693. m_t_crossover = t_from_abscissa_complement(Real(0.5));
  694. prune_to_min_complement(min_complement);
  695. }
  696. template<class Real, class Policy>
  697. void tanh_sinh_detail<Real, Policy>::init(const Real& min_complement, const std::integral_constant<int, 3>&)
  698. {
  699. m_inital_row_length = 9;
  700. m_abscissas.reserve(m_max_refinements + 1);
  701. m_weights.reserve(m_max_refinements + 1);
  702. m_first_complements.reserve(m_max_refinements + 1);
  703. m_abscissas = {
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1.0516379174444742948762886500817157e-1299L, 3.2599823473651125257811218258666689e-1320L, 4.8027868480449172060158102541122388e-1341L, 3.3236309884819155458562664594667437e-1362L, 1.0675935976034168796912624171598076e-1383L, 1.5726195400977448490722891999643084e-1405L, 1.0493832555753684651126599489805473e-1427L, 3.1327201084154872489458088843708842e-1450L, 4.1312837255709912970140480142041816e-1473L, 2.3759469769680296617336666937339053e-1496L, 5.8816760470052203616229940275916193e-1520L, 6.1846204357986408200352274197037853e-1544L, 2.7253154006156158167192213817170292e-1568L, 4.964370850871644112480158952518382e-1593L, 3.6864952720610418491857518517405997e-1618L, 1.1003435724966953469136035841615193e-1643L, 1.3012915572536198178305157209959287e-1669L, 6.0092590718277568469858434192698668e-1696L, 1.0676671777328477051443719591612721e-1722L, 7.1893041788265042697820383343649581e-1750L, 1.8069174401475778125395048319028868e-1777L, 1.6689765331128672749329764129278041e-1805L, 5.5766895369980043818737558535999006e-1834L, 6.6338104205654511592967377535571654e-1863L, 2.7640539994999072399732281044814252e-1892L, 3.9678218215367472586686997493459426e-1922L, 1.9297110274588854079208153981267479e-1952L, 3.125823255660491143824024380405163e-1983L, 1.6574847870654916983076674690989236e-2014L, 2.8268986732520512350429266473306993e-2046L, 1.5233117185863507338781156113800939e-2078L, 2.546861334196453858326476740489303e-2111L, 1.2970473455790653045919178951673388e-2144L, 1.9747419969447016216735762205746422e-2178L, 8.8188278044353709778558661887540083e-2213L, 1.1331026308914886857015956789021835e-2247L, 4.1073843396377054383734821718609159e-2283L, 4.1176061068991316842526396776090883e-2319L, 1.1187086154165438557157295454514512e-2355L, 8.0696152044407520449588862080186105e-2393L, 1.5135007846133660639825213215103939e-2430L, 7.2259333243684066847653432848351411e-2469L, 8.5946687461833096509693248289938412e-2508L, 2.4916284852956646502671815296350685e-2547L, 1.7218755528601187283427831366854425e-2587L, 2.7731789802471774097405514299103397e-2628L, 1.0173036737175759305843452255817661e-2669L, 8.3042791798168477802920353914502218e-2712L, 1.473175854535708068279125062330391e-2754L, 5.5445898944436653916624336507572418e-2798L, 4.320588676830861227044616106347197e-2842L, 6.7999319106199079525777026656783353e-2887L, 2.1077263780365503485840282493709679e-2932L, 1.2541789874677469018547003272238725e-2978L, 1.3958959110384407791740617210399902e-3025L, 2.8302814609077924874798718558506843e-3073L, 1.0177558252358910503169620579616733e-3121L, 6.316345161489586703263200702377878e-3171L, 6.5808353794152592529153513818570413e-3221L, 1.1191402820754794725611968922105955e-3271L, 3.0191144446114914489317417615052391e-3323L, 1.2550879768384736567252096901362895e-3375L, 7.8068891083719869927416696059040226e-3429L, 7.0517902304991510532607166162881123e-3483L, 8.9730892510839231589218006993975962e-3538L, 1.5595586152851619317721078977043233e-3593L, 3.5880900047081973177436521469002167e-3650L, 1.0585155878906962124317498469363852e-3707L, 3.8766455756851727310799307162918377e-3766L, 1.7055766393620807246392140051588691e-3825L, 8.7186526945824113614692955827617228e-3886L, 5.0057478847913665022916271652366648e-3947L, 3.118721903551705673676508466953291e-4009L, 2.0360271187838855169643637345546437e-4072L, 1.344193072571113944443469925533764e-4136L, 8.6564521926545774914724471102499854e-4202L, 5.2420435234912004640647252129478902e-4268L, 2.8759098307799421718470860096954611e-4335L, 1.3763877452472741048491095385711433e-4403L, 5.5298776937738818735087266649244396e-4473L, 1.7937216962986389293716315095996859e-4543L, 4.5149004338871753808860898565339903e-4615L, 8.4705695199542943533046216376760939e-4688L, 1.1370794062105632021349671352107651e-4761L, 1.0477206804639390072354388690482908e-4836L, 6.3526587059143165049479765478742544e-4913L, 2.4283486680552345908529800038916585e-4990L, 5.6028531999416699789095738832933157e-5069L, 7.4653403674710397422097751397913229e-5149L, 5.4919841992020489039553213694177019e-5230L, 2.1312688707736268785590779947753119e-5312L, 4.1653791598980828217930742787672032e-5396L, 3.9114639992058990826656399856975019e-5481L, },
  722. };
  723. m_first_complements = {
  724. 1, 0, 1, 1, 3, 5, 11, 22,
  725. };
  726. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  727. m_committed_refinements = static_cast<boost::math::detail::atomic_unsigned_integer_type>(m_abscissas.size() - 1);
  728. #else
  729. m_committed_refinements = m_abscissas.size() - 1;
  730. #endif
  731. if (m_max_refinements >= m_abscissas.size())
  732. {
  733. m_abscissas.resize(m_max_refinements + 1);
  734. m_weights.resize(m_max_refinements + 1);
  735. m_first_complements.resize(m_max_refinements + 1);
  736. }
  737. else
  738. {
  739. m_max_refinements = m_abscissas.size() - 1;
  740. }
  741. m_t_max = static_cast<Real>(m_inital_row_length);
  742. m_t_crossover = t_from_abscissa_complement(Real(0.5));
  743. prune_to_min_complement(min_complement);
  744. }
  745. #ifdef BOOST_HAS_FLOAT128
  746. template<class Real, class Policy>
  747. void tanh_sinh_detail<Real, Policy>::init(const Real& min_complement, const std::integral_constant<int, 4>&)
  748. {
  749. m_inital_row_length = 9;
  750. m_abscissas.reserve(m_max_refinements + 1);
  751. m_weights.reserve(m_max_refinements + 1);
  752. m_first_complements.reserve(m_max_refinements + 1);
  753. m_abscissas = {
  754. { 0.0Q, -0.048632035927253054272944637095360333Q, -2.2522807538407135100363691311150714e-05Q, -4.2941610558782407776948098746194498e-14Q, -1.1676488975098609327433648963732896e-37Q, -1.1479529916293899121630752460973831e-101Q, -1.2256538136584864685624805213855318e-275Q, -1.5540928823936461440049038613030612e-748Q, -5.3329091650553293055512604419528931e-2034Q, -2.9720916290005160834428657415764727e-5528Q, },
  755. { -0.32572850775156417391957990936794786Q, -0.0024851435427756131672825807611796319Q, -1.1124335118015331984966677262985097e-08Q, -5.3784915913936887745567608333252923e-23Q, -7.9430213192221161033965793076252082e-62Q, -2.3871228185819266205711383850686192e-167Q, -3.5505659459518255844385870776118831e-454Q, -7.5205359182648710139026226942624688e-1234Q, -3.1913442054759083418654684997091651e-3353Q, },
  756. { 0.37720973816403417379147863762593439Q, -0.14043094131010336482533980273793048Q, -0.012959439492623108312614281385864999Q, -0.00031173597164679094947882131119246211Q, -7.9526288528733553445705754617783867e-07Q, -4.7143551823222575055542137870412504e-11Q, -5.4152228238072308459654515228487702e-18Q, -2.0403003943524943294070815498839042e-29Q, -3.0596901353644500298194434206758382e-48Q, -2.8621984192587511612196829791231642e-79Q, -2.0070330691533226369447382138318798e-130Q, -9.24799327395281672235465186719e-215Q, -8.3199831454007319575241484332973316e-354Q, -4.7101915049286172051527740304785445e-583Q, -5.1172326001331791544221573365516138e-961Q, -3.565091902092693101170960484903703e-1584Q, -1.380788494593788864141714339603113e-2611Q, -1.676187209363792948538214808034106e-4305Q, },
  757. { 0.19435700332493543161464358543736564Q, -0.46085329461203223095024473969116941Q, -0.21939256101679970074520301166037226Q, -0.085120736735425389092624476255089179Q, -0.026033131804322551436697210776387341Q, -0.0059444933685978567073105981025861939Q, -0.00093480354421415357524054329032500553Q, -9.0615304856000161419338663865283889e-05Q, -4.6839587794715699213295541472938628e-06Q, -1.0721838758161809434047961979486614e-07Q, -8.572949078216773291904741005771376e-10Q, -1.7678346928387203697450793420511691e-12Q, -6.374878495044439647822814562601604e-16Q, -2.4429372790852173177460412747369906e-20Q, -5.2515464730195748562913138330508827e-26Q, -2.7894671622894177442056826817468893e-33Q, -1.2781108980938044979748713346336601e-42Q, -1.3082723368531808046381743164626179e-54Q, -5.2799781226102543764849911449215675e-70Q, -9.0619104054181014912823874637681869e-90Q, -3.7903152788024647936360099425967319e-115Q, -9.8301769964870442146689481371228979e-148Q, -1.4178035546472368325653350149379565e-189Q, -2.6738184762632894703182151426789471e-243Q, -2.7784573988900744903717061581976306e-312Q, -7.3734573357629727800590803405661863e-401Q, -1.3609194136463888140125728088459369e-514Q, -1.2497483783949474937966696885440387e-660Q, -3.8167291133270025322500901161738939e-848Q, -6.4205995373383705446145927875493146e-1089Q, -4.4417348039463271683501804024826735e-1398Q, -4.7673068229426388972968294463896211e-1795Q, -9.1130922352573668488349663479480507e-2305Q, -2.9379714111577752802646622386752463e-2959Q, -1.2139403773313257256483385510112958e-3799Q, -1.0232729473573403414331717146692674e-4878Q, },
  758. { 0.097923885287832333262426257841800739Q, 0.28787993274271591456404741264058453Q, 0.46125354393958570440308960547891476Q, -0.38972634249936105511770480385767707Q, -0.26898196520743848851375682587352696Q, -0.17668299449359762993747017866341472Q, -0.11010859721573980192313081408407809Q, -0.064839142478015316771395646494440585Q, -0.035887835776452708068531865802344445Q, -0.018545173322664829973291436321723213Q, -0.0088730075583011977688563205451530858Q, -0.0038913345624914574643783628537015109Q, -0.0015457912323022624891555460019043471Q, -0.00054856556472539415808492760717674295Q, -0.00017117792712505834023311917084994073Q, -4.6128994372039252659199558313379019e-05Q, -1.0517985181496388528104100992279397e-05Q, -1.9828594045679206280184825675885662e-06Q, -3.0110584738877965497930108986179822e-07Q, -3.5760919084657714373617064589353927e-08Q, -3.2128009016957604999656591474001583e-09Q, -2.1026713776411488104386696975012214e-10Q, -9.606066478508465003238769873504248e-12Q, -2.9190266410175139338365873758536822e-13Q, -5.5861166388382275217411050967087276e-15Q, -6.328207134683168236714250292398626e-17Q, -3.9564613394676478284814817479958896e-19Q, -1.2609758447165484726150111345292941e-21Q, -1.8724921745276082830417983528796313e-24Q, -1.1700302939131190810173673171853244e-27Q, -2.7409861783512409524809986743233587e-31Q, -2.1122827214476119769953891899502657e-35Q, -4.6172239482595017143038368975612786e-40Q, -2.4203621976262400766076976463254527e-45Q, -2.5155618638019452025824211444543239e-51Q, -4.1786390697021940369390798235100086e-58Q, -8.6898180082116723025562943397702972e-66Q, -1.7154357765002478902943183846995354e-74Q, -2.3493032412195338067008854292230121e-84Q, -1.5645432388942512177369950120860268e-95Q, -3.3873402047868364753040883051129579e-108Q, -1.5108166471007846474189907630676839e-122Q, -8.2780000956704166841985762886452778e-139Q, -3.1016029819580818393688194490134506e-157Q, -4.0917346928724404440872286063293528e-178Q, -8.9581681449485486979882444847795217e-202Q, -1.3878968774299744972242822597861929e-228Q, -5.7925742129350389434060147129950123e-259Q, -2.1800405760909812340138469200688552e-293Q, -2.1406911761156887130351179719470661e-332Q, -1.3453872213865718752685710282193859e-376Q, -1.101014385623064504263959341239785e-426Q, -1.9309068614975016262992988189610055e-483Q, -9.3925603630660026565835909833509362e-548Q, -1.2492852059051478595312298290165577e-620Q, -3.2901922810889194483613206478029049e-703Q, -8.7594800494412338094846019359419219e-797Q, -8.0988360915906760478163297865939266e-903Q, -5.7031344694656922604093410430637095e-1023Q, -4.0339055664976041957619784717611254e-1159Q, -2.1239178549857743261952555619757156e-1313Q, -3.2107478383582521299381622502244136e-1488Q, -2.5644945785388919263865858785287637e-1686Q, -8.6102745649577746230102198336971101e-1911Q, -3.7383203767208973356368595261534058e-2165Q, -2.1998398074691126029946216118342674e-2453Q, -5.4286931050493856204731826640809476e-2780Q, -4.3621004458123770532320189625677295e-3150Q, -1.8497978727098997950183603712476515e-3569Q, -1.1369676358500293654883467577244006e-4044Q, -3.7214839695831726545775627850809865e-4583Q, -2.4391504445900085306499460471723674e-5193Q, },
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  772. };
  773. m_first_complements = {
  774. 1, 0, 1, 1, 3, 5, 11, 22,
  775. };
  776. #if !defined(BOOST_MATH_NO_ATOMIC_INT) && defined(BOOST_MATH_HAS_THREADS)
  777. m_committed_refinements = static_cast<boost::math::detail::atomic_unsigned_integer_type>(m_abscissas.size() - 1);
  778. #else
  779. m_committed_refinements = m_abscissas.size() - 1;
  780. #endif
  781. if (m_max_refinements >= m_abscissas.size())
  782. {
  783. m_abscissas.resize(m_max_refinements + 1);
  784. m_weights.resize(m_max_refinements + 1);
  785. m_first_complements.resize(m_max_refinements + 1);
  786. }
  787. else
  788. {
  789. m_max_refinements = m_abscissas.size() - 1;
  790. }
  791. m_t_max = static_cast<Real>(m_inital_row_length);
  792. m_t_crossover = t_from_abscissa_complement(Real(0.5));
  793. prune_to_min_complement(min_complement);
  794. }
  795. #endif // BOOST_HAS_FLOAT128
  796. template<class Real, class Policy>
  797. void tanh_sinh_detail<Real, Policy>::prune_to_min_complement(const Real& m)
  798. {
  799. //
  800. // If our tables were constructed from pre-computed data, then they will have more values stored than we can ever use,
  801. // and although the table size at this stage won't be too large, if we calculate down to m_max_levels then they will
  802. // grow by a huge amount - doubling in size at each step - so lets prune them down, removing values which will never
  803. // be used:
  804. //
  805. if (m > tools::min_value<Real>() * 4)
  806. {
  807. for (unsigned row = 0; (row < m_abscissas.size()) && m_abscissas[row].size(); ++row)
  808. {
  809. typename std::vector<Real>::iterator pos = std::lower_bound(m_abscissas[row].begin(), m_abscissas[row].end(), m, [](const Real& a, const Real& b) { using std::fabs; return fabs(a) > fabs(b); });
  810. if (pos != m_abscissas[row].end())
  811. {
  812. m_abscissas[row].erase(pos, m_abscissas[row].end());
  813. m_weights[row].erase(m_weights[row].begin() + m_abscissas[row].size(), m_weights[row].end());
  814. }
  815. }
  816. }
  817. }
  818. }}}} // namespaces
  819. #endif