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26 <div class="titlepage"><div><div><h2 class="title" style="clear: both">
27 <a name="math_toolkit.history2"></a><a class="link" href="history2.html" title="History and What's New">History and What's New</a>
28 </h2></div></div></div>
30 Currently open bug reports can be viewed <a href="https://github.com/boostorg/math/issues" target="_top">here</a>
34 All old bug reports including closed ones can be viewed on Trac <a href="https://svn.boost.org/trac/boost/query?status=assigned&status=closed&status=new&status=reopened&component=math&col=id&col=summary&col=status&col=type&col=milestone&col=component&order=priority" target="_top">here</a>.
37 Recent issues on GitHub <a href="https://github.com/boostorg/math/issues?utf8=%E2%9C%93&q=is%3Aissue" target="_top">here</a>.
40 <a name="math_toolkit.history2.h0"></a>
41 <span class="phrase"><a name="math_toolkit.history2.math_2_11_0_boost_1_72"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_11_0_boost_1_72">Math-2.11.0
44 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
46 Added Hypergeometric functions <a class="link" href="hypergeometric/hypergeometric_1f0.html" title="Hypergeometric 1F0">1F0</a>,
47 <a class="link" href="hypergeometric/hypergeometric_0f1.html" title="Hypergeometric 0F1">0F1</a>,
48 <a class="link" href="hypergeometric/hypergeometric_2f0.html" title="Hypergeometric 2F0">2F0</a>,
49 <a class="link" href="hypergeometric/hypergeometric_1f1.html" title="Hypergeometric 1F1">1F1</a>
50 and <a class="link" href="hypergeometric/hypergeometric_pfq.html" title="Hypergeometric pFq">pFq</a>.
53 Added <a class="link" href="sf_poly/jacobi.html" title="Jacobi Polynomials">Jacobi polynomial</a>
54 (and derivatives) evaluation.
57 Added <a class="link" href="sf_poly/gegenbauer.html" title="Gegenbauer Polynomials">Gegenbauer polynomial</a>
58 (and derivatives) evaluation.
61 Added <a class="link" href="sf_poly/cardinal_b_splines.html" title="Cardinal B-splines">Cardinal
62 B-Splines</a> (and derivatives) as polynomial functions in their own
66 Added <a class="link" href="cardinal_trigonometric.html" title="Cardinal Trigonometric interpolation">Cardinal Trigonometric
70 Added new statistics sub-section.
73 Added <a class="link" href="t_test.html" title="t-tests">One Sample Student's T Test</a>.
76 Added <a class="link" href="anderson_darling.html" title="The Anderson-Darling Test">Anderson Darling test
80 Added <a class="link" href="ljung_box.html" title="The Ljung-Box Test">Ljung Box test for auto-correlation</a>.
83 Added <a class="link" href="runs_test.html" title="Runs tests">Runs test for random sequences</a>.
86 The headers <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span><span class="identifier">univariate_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code> and <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span><span class="identifier">bivariate_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code>,
87 have been deprecated in favor of <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">statistics</span><span class="special">/</span><span class="identifier">univariate_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code>
88 and <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">statistics</span><span class="special">/</span><span class="identifier">bivariate_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code>.
91 Added <a class="link" href="dist_ref/dists/empirical_cdf.html" title="Empirical Cumulative Distribution Function">The Empirical
95 Reworked the Sterling approximation used by multiprecision gamma functions
96 to be applicable to all the function that use the Lanczos approximation
97 at regular precision. Also extended Lanczos approximations up to 100 decimal
102 <a name="math_toolkit.history2.h1"></a>
103 <span class="phrase"><a name="math_toolkit.history2.math_2_10_0_boost_1_71"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_10_0_boost_1_71">Math-2.10.0
106 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
107 <li class="listitem">
108 Catmull-Rom interpolator now works in C++11.
110 <li class="listitem">
111 Cardinal quadratic B-spline interpolation.
113 <li class="listitem">
114 Domain of elliptic integrals extended.
116 <li class="listitem">
117 sin_pi and cos_pi performance improvements.
119 <li class="listitem">
120 Forward-mode automatic differentiation.
122 <li class="listitem">
123 Vector valued barycentric rational interpolation.
125 <li class="listitem">
126 Ooura's method for evaluation of Fourier integrals.
128 <li class="listitem">
129 Multiple compatibility issues with Multiprecision fixed.
131 <li class="listitem">
132 Lambert-W fixed on a rare architecture.
136 <a name="math_toolkit.history2.h2"></a>
137 <span class="phrase"><a name="math_toolkit.history2.math_2_9_0_boost_1_70"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_9_0_boost_1_70">Math-2.9.0
140 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
141 <li class="listitem">
142 Add Lanczos smoothing derivatives
144 <li class="listitem">
145 Move <code class="computeroutput"><span class="identifier">numerical_differentiation</span><span class="special">.</span><span class="identifier">hpp</span></code>
146 from <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span></code>
147 to <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">differentiation</span><span class="special">/</span><span class="identifier">finite_difference</span><span class="special">.</span><span class="identifier">hpp</span></code>.
149 <li class="listitem">
150 Add mean, variance, skewness, kurtosis, median, Gini coefficient, and median
151 absolute deviation to <code class="computeroutput"><span class="identifier">tools</span><span class="special">/</span><span class="identifier">univariate_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code>.
153 <li class="listitem">
154 Add correlation coefficients and covariance to <code class="computeroutput"><span class="identifier">tools</span><span class="special">/</span><span class="identifier">bivariate_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code>
156 <li class="listitem">
157 Add absolute Gini coefficient, Hoyer sparsity, oracle SNR, and the <span class="emphasis"><em>M</em></span><sub>2</sub><span class="emphasis"><em>M</em></span><sub>4</sub> SNR
158 estimator to <code class="computeroutput"><span class="identifier">tools</span><span class="special">/</span><span class="identifier">signal_statistics</span><span class="special">.</span><span class="identifier">hpp</span></code>.
160 <li class="listitem">
161 Add total variation, l0, l1, l2, and sup norms, as well as corresponding
162 distance functions to <code class="computeroutput"><span class="identifier">tools</span><span class="special">/</span><span class="identifier">norms</span><span class="special">.</span><span class="identifier">hpp</span></code>.
164 <li class="listitem">
165 Add move constructors for polynomials, support complex coefficients, add
166 <code class="computeroutput"><span class="special">.</span><span class="identifier">prime</span><span class="special">()</span></code> and <code class="computeroutput"><span class="special">.</span><span class="identifier">integrate</span><span class="special">()</span></code>
169 <li class="listitem">
170 Add <code class="computeroutput"><span class="identifier">quadratic_roots</span></code> to
171 <code class="computeroutput"><span class="identifier">tools</span><span class="special">/</span><span class="identifier">roots</span><span class="special">.</span><span class="identifier">hpp</span></code>.
173 <li class="listitem">
174 Add support for complex-valued functions to Newton's method in <code class="computeroutput"><span class="identifier">roots</span><span class="special">.</span><span class="identifier">hpp</span></code>.
176 <li class="listitem">
177 Add Catmull-Rom interpolator.
179 <li class="listitem">
180 Fix bug in <code class="computeroutput"><span class="identifier">newton_raphson_iterate</span></code>
181 where we could terminate incorrectly under certain exceptional cases.
183 <li class="listitem">
184 Suppressed warnings from use of <code class="computeroutput"><span class="identifier">Q</span></code>
185 suffix on constants when compiling with <code class="computeroutput"><span class="identifier">g</span><span class="special">++</span> <span class="special">-</span><span class="identifier">Wall</span>
186 <span class="special">-</span><span class="identifier">pedantic</span></code>.
190 <a name="math_toolkit.history2.h3"></a>
191 <span class="phrase"><a name="math_toolkit.history2.math_2_8_0_boost_1_69"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_8_0_boost_1_69">Math-2.8.0
194 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
195 <li class="listitem">
196 Add LambertW functions.
198 <li class="listitem">
199 Update integration routines to support complex valued integrands and contour
202 <li class="listitem">
203 Added the derivative of the Barycentric rational approximation.
205 <li class="listitem">
206 Updated continued fraction and series evaluation code to support complex
209 <li class="listitem">
210 Minor fixes to better support variable precision floating point types.
212 <li class="listitem">
213 Removed use of deprecated Boost.Endian in favour of Predef.
215 <li class="listitem">
216 Prevent logic error leading to infinite loop in toms748_solve. See <a href="https://github.com/boostorg/math/issues/138" target="_top">#138</a>.
218 <li class="listitem">
219 Fix mean and standard_deviation for extreme_value_distribution. See <a href="https://github.com/boostorg/math/issues/139" target="_top">#139</a>.
221 <li class="listitem">
222 Improve heuristics used in newton_raphson_iterate. See <a href="https://github.com/boostorg/math/issues/145" target="_top">#145</a>.
224 <li class="listitem">
225 Fix result of <code class="computeroutput"><span class="identifier">erf</span><span class="special">(</span><span class="identifier">NaN</span><span class="special">)</span></code>.
226 See <a href="https://github.com/boostorg/math/issues/141" target="_top">#141</a>.
228 <li class="listitem">
229 Big push to reduce GCC warnings. See <a href="https://github.com/boostorg/math/issues/136" target="_top">#136</a>.
231 <li class="listitem">
232 Refactor polynomial addition. See <a href="https://github.com/boostorg/math/pull/132" target="_top">PR132</a>.
234 <li class="listitem">
235 Fix for vxWorks having a <code class="computeroutput"><span class="identifier">real</span></code>
236 function in the global namespace. See <a href="https://github.com/boostorg/math/pull/131" target="_top">PR131</a>.
238 <li class="listitem">
239 Improve <code class="computeroutput"><span class="identifier">sinc</span></code> approximations
240 and add better tests.
242 <li class="listitem">
243 Fix typo in Student's T hypothesis testing documentation, see <a href="https://github.com/boostorg/math/issues/143" target="_top">#143</a>.
247 <a name="math_toolkit.history2.h4"></a>
248 <span class="phrase"><a name="math_toolkit.history2.math_2_7_1_boost_1_68"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_7_1_boost_1_68">Math-2.7.1
251 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
252 <li class="listitem">
253 Continue to improve numerical integration routines, and in particular add
254 support for contour integrals.
256 <li class="listitem">
257 Improve accuracy of erfc function's rational approximations.
261 <a name="math_toolkit.history2.h5"></a>
262 <span class="phrase"><a name="math_toolkit.history2.math_2_7_0_boost_1_66"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_7_0_boost_1_66">Math-2.7.0
265 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
266 <li class="listitem">
267 Add Gauss and Gauss-Kronrod quadrature routines.
269 <li class="listitem">
270 Add double-exponential (tanh-sinh, exp-sinh and sinh-sinh) quadrature routines.
272 <li class="listitem">
273 Add Chebyshev polynomial evaluation, roots, integration, differentiation,
274 and interpolation routines.
278 <a name="math_toolkit.history2.h6"></a>
279 <span class="phrase"><a name="math_toolkit.history2.math_2_6_0_boost_1_65"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_6_0_boost_1_65">Math-2.6.0
285 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
286 <li class="listitem">
287 Add <a class="link" href="cardinal_cubic_b.html" title="Cardinal Cubic B-spline interpolation">Cardinal cubic B-Spline
288 interpolation functions</a>, with thanks to Nick Thompson.
290 <li class="listitem">
291 Add <a class="link" href="barycentric.html" title="Barycentric Rational Interpolation">barycentric rational interpolation
292 functions</a>, with thanks to Nick Thompson.
294 <li class="listitem">
295 Add <a class="link" href="trapezoidal.html" title="Trapezoidal Quadrature">adaptive trapezoidal quadrature</a>,
296 with thanks to Nick Thompson.
298 <li class="listitem">
299 Add <a class="link" href="sf_poly/legendre.html" title="Legendre (and Associated) Polynomials">support for the zeros
300 and derivatives of Legendre polynomials</a>, with thanks to Nick Thompson.
306 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
307 <li class="listitem">
308 Improve polynomial GCD algorithms, with thanks to Jeremy Murphy.
310 <li class="listitem">
311 Removed gcd/lcm routines from Boost.Math - these are now in Boost.Integer.
315 <a name="math_toolkit.history2.h7"></a>
316 <span class="phrase"><a name="math_toolkit.history2.math_2_5_2_boost_1_64"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_5_2_boost_1_64">Math-2.5.2
322 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
323 <li class="listitem">
324 Big push to ensure all functions in also in C99 are compatible with Annex
327 <li class="listitem">
328 Improved accuracy of the Bessel functions I0, I1, K0 and K1, see <a href="https://svn.boost.org/trac/boost/ticket/12066" target="_top">12066</a>.
332 <a name="math_toolkit.history2.h8"></a>
333 <span class="phrase"><a name="math_toolkit.history2.math_2_5_1_boost_1_63"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_5_1_boost_1_63">Math-2.5.1
339 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
340 <li class="listitem">
341 Fixed evaluation of zero polynomial in polynomial.hpp, see <a href="https://svn.boost.org/trac/boost/ticket/12532" target="_top">12532</a>.
343 <li class="listitem">
344 Fixed missing header include in boost/math/tools/tuple.hpp, see <a href="https://svn.boost.org/trac/boost/ticket/12537" target="_top">12537</a>.
348 <a name="math_toolkit.history2.h9"></a>
349 <span class="phrase"><a name="math_toolkit.history2.math_2_5_0_boost_1_62"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_5_0_boost_1_62">Math-2.5.0
355 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; "><li class="listitem">
356 Enabled all the special function code to work correctly with types whose
357 precision can change at runtime: for example type <code class="computeroutput"><span class="identifier">mpfr_float</span></code>
358 from Boost.Multiprecision.
363 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
364 <li class="listitem">
365 Fix tgamma_delta_ratio for cases where the delta is small compared to the
368 <li class="listitem">
369 Fix misc GCC-4.4 test failures.
373 <a name="math_toolkit.history2.h10"></a>
374 <span class="phrase"><a name="math_toolkit.history2.math_2_4_0_boost_1_61"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_4_0_boost_1_61">Math-2.4.0
380 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; "><li class="listitem">
381 Polynomial arithmetic added to tools.
384 <a name="math_toolkit.history2.h11"></a>
385 <span class="phrase"><a name="math_toolkit.history2.math_2_3_0_boost_1_60"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_3_0_boost_1_60">Math-2.3.0
391 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
392 <li class="listitem">
393 Promote the root finding and function minimization code to first class
394 citizens - these are now officially supported as part of the library.
396 <li class="listitem">
397 Allow the library to be used and tested with compiler exception handling
398 support turned off. To better facilitate this the default error handling
399 policies have been changed to <span class="emphasis"><em>errno_on_error</em></span> but only
400 when the compiler has no exception handling support.
406 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
407 <li class="listitem">
408 Fix behaviour of the non-central chi-squared distribution when the non-centrality
409 parameter is zero to match the chi-squared, see <a href="https://svn.boost.org/trac/boost/ticket/11557" target="_top">11557</a>.
411 <li class="listitem">
412 Fix comments in code for the hypergeometric to match what it actually does,
413 also fixes the parameter access functions to return the correct values.
414 See <a href="https://svn.boost.org/trac/boost/ticket/11556" target="_top">11556</a>.
416 <li class="listitem">
417 Stopped using hidden visiblity library build with the Oracle compiler as
418 it leads to unresolved externals from the C++ standard library. See <a href="https://svn.boost.org/trac/boost/ticket/11547" target="_top">11547</a>.
420 <li class="listitem">
421 Fix unintended use of __declspec when building with Oracle C++. See <a href="https://svn.boost.org/trac/boost/ticket/11546" target="_top">11546</a>.
423 <li class="listitem">
424 Fix corner case bug in root bracketing code, see <a href="https://svn.boost.org/trac/boost/ticket/11532" target="_top">11532</a>.
426 <li class="listitem">
427 Add some missing typecasts in arguments to std::max in Bernoulli code.
428 See <a href="https://svn.boost.org/trac/boost/ticket/11453" target="_top">11453</a>.
430 <li class="listitem">
431 Fix mistaken assumptions about the possible values for FLT_EVAL_METHOD.
432 See <a href="https://svn.boost.org/trac/boost/ticket/11429" target="_top">11429</a>.
434 <li class="listitem">
435 Completely revamped performance testing and error-rate measuring code so
436 we can more easily document how well (or not!) we're doing. This information
437 will hopefully get more frequently updated in future as it's more or less
438 automatically generated - see the <span class="emphasis"><em>reporting</em></span> sub-directory
439 for more information.
441 <li class="listitem">
442 Fix some corner cases in the beta, incomplete beta, and incomplete beta
443 derivative. With thanks to Rocco Romeo.
445 <li class="listitem">
446 Reorganized the Bessel functions internally to improve the performance
449 <li class="listitem">
450 Fixed skewness formula for triangular distribution, see <a href="https://svn.boost.org/trac/boost/ticket/11768" target="_top">#11768</a>.
452 <li class="listitem">
453 Fixed some examples so they compile on Unix platforms which have an ::exception
454 struct declared, see <a href="https://svn.boost.org/trac/boost/ticket/11827" target="_top">#11827</a>.
456 <li class="listitem">
457 Correct mistake in triangular distribution skewness formula <a href="https://svn.boost.org/trac/boost/ticket/11768" target="_top">11768</a>,
458 reported by Juan Leni.
462 <a name="math_toolkit.history2.h12"></a>
463 <span class="phrase"><a name="math_toolkit.history2.math_2_2_1"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_2_1">Math-2.2.1</a>
466 Patch release for Boost-1.58:
468 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
469 <li class="listitem">
470 Minor <a href="https://github.com/boostorg/math/pull/13#issuecomment-98905579" target="_top">patch
471 for Haiku support.</a>
473 <li class="listitem">
474 Fix the decimal digit count for 128-bit floating point types.
476 <li class="listitem">
477 Fix a few documentation typos.
481 <a name="math_toolkit.history2.h13"></a>
482 <span class="phrase"><a name="math_toolkit.history2.math_2_2_0_boost_1_58_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_2_0_boost_1_58_0">Math-2.2.0
485 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
486 <li class="listitem">
487 Added two new special functions - <a class="link" href="sf_gamma/trigamma.html" title="Trigamma">trigamma</a>
488 and <a class="link" href="sf_gamma/polygamma.html" title="Polygamma">polygamma</a>.
490 <li class="listitem">
491 Fixed namespace scope constants so they are constexpr on conforming compilers,
492 see https://svn.boost.org/trac/boost/ticket/10901.
494 <li class="listitem">
495 Fixed various cases of spurious under/overflow in the incomplete beta and
496 gamma functions, plus the elliptic integrals, with thanks to Rocco Romeo.
498 <li class="listitem">
499 Fix 3-arg <a class="link" href="sf_poly/legendre.html" title="Legendre (and Associated) Polynomials">legendre_p</a>
500 and <a class="link" href="sf_poly/legendre.html" title="Legendre (and Associated) Polynomials">legendre_q</a> functions
501 to not call the policy based overload if the final argument is not actually
504 <li class="listitem">
505 Cleaned up some dead code in the incomplete beta function, see <a href="https://svn.boost.org/trac/boost/ticket/10985" target="_top">#10985</a>.
507 <li class="listitem">
508 Fixed extreme-value pdf for large valued inputs, see <a href="https://svn.boost.org/trac/boost/ticket/10938" target="_top">#10938</a>.
510 <li class="listitem">
511 Large update to the Elliptic integral code to use Carlson's latest algorithms
512 - these should be more stable, more accurate and slightly faster than before.
513 Also added support for Carlson's RG integral.
515 <li class="listitem">
516 Added <a class="link" href="ellint/ellint_d.html" title="Elliptic Integral D - Legendre Form">ellint_d</a>, <a class="link" href="ellint/jacobi_zeta.html" title="Jacobi Zeta Function">jacobi_zeta</a> and <a class="link" href="ellint/heuman_lambda.html" title="Heuman Lambda Function">heuman_lambda</a> elliptic
519 <li class="listitem">
520 Switched documentation to use SVG rather than PNG graphs and equations
521 - browsers seem to have finally caught up!
525 <a name="math_toolkit.history2.h14"></a>
526 <span class="phrase"><a name="math_toolkit.history2.math_2_1_0_boost_1_57_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_1_0_boost_1_57_0">Math-2.1.0
529 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
530 <li class="listitem">
531 Added <a class="link" href="dist_ref/dists/hyperexponential_dist.html" title="Hyperexponential Distribution">Hyperexponential
534 <li class="listitem">
535 Fix some spurious overflows in the incomplete gamma functions (with thanks
538 <li class="listitem">
539 Fix bug in derivative of incomplete beta when a = b = 0.5 - this also effects
540 several non-central distributions, see <a href="https://svn.boost.org/trac/boost/ticket/10480" target="_top">10480</a>.
542 <li class="listitem">
543 Fixed some corner cases in <a class="link" href="rounding/round.html" title="Rounding Functions">round</a>.
545 <li class="listitem">
546 Don't support 80-bit floats in cstdfloat.hpp if standard library support
551 <a name="math_toolkit.history2.h15"></a>
552 <span class="phrase"><a name="math_toolkit.history2.math_2_0_0_boost_1_56_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_2_0_0_boost_1_56_0">Math-2.0.0
555 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
556 <li class="listitem">
557 <span class="bold"><strong>Breaking change</strong></span>: moved a number of non-core
558 headers that are predominantly used for internal maintenance into <code class="computeroutput"><span class="identifier">libs</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">include_private</span></code>. The headers effected
559 are <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span><span class="identifier">test_data</span><span class="special">.</span><span class="identifier">hpp</span></code>, <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span><span class="identifier">remez</span><span class="special">.</span><span class="identifier">hpp</span></code>,
560 <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">constants</span><span class="special">/</span><span class="identifier">generate</span><span class="special">.</span><span class="identifier">hpp</span></code>, <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span><span class="identifier">solve</span><span class="special">.</span><span class="identifier">hpp</span></code>,
561 <code class="computeroutput"><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">tools</span><span class="special">/</span><span class="identifier">test</span><span class="special">.</span><span class="identifier">hpp</span></code>. You can continue to use these headers
562 by adding <code class="computeroutput"><span class="identifier">libs</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">include_private</span></code> to your compiler's include
565 <li class="listitem">
566 <span class="bold"><strong>Breaking change</strong></span>: A number of distributions
567 and special functions were returning the maximum finite value rather than
568 raising an <a class="link" href="error_handling.html#math_toolkit.error_handling.overflow_error">overflow_error</a>,
569 this has now been fixed, which means these functions now behave as documented.
570 However, since the default behavior on raising an <a class="link" href="error_handling.html#math_toolkit.error_handling.overflow_error">overflow_error</a>
571 is to throw a <code class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">overflow_error</span></code> exception, applications
572 which have come to reply rely on these functions not throwing may experience
573 exceptions where they did not before. The special functions involved are
574 <a class="link" href="sf_gamma/igamma_inv.html" title="Incomplete Gamma Function Inverses">gamma_p_inva</a>,
575 <a class="link" href="sf_gamma/igamma_inv.html" title="Incomplete Gamma Function Inverses">gamma_q_inva</a>,
576 <a class="link" href="sf_beta/ibeta_inv_function.html" title="The Incomplete Beta Function Inverses">ibeta_inva</a>,
577 <a class="link" href="sf_beta/ibeta_inv_function.html" title="The Incomplete Beta Function Inverses">ibetac_inva</a>,
578 <a class="link" href="sf_beta/ibeta_inv_function.html" title="The Incomplete Beta Function Inverses">ibeta_invb</a>,
579 <a class="link" href="sf_beta/ibeta_inv_function.html" title="The Incomplete Beta Function Inverses">ibetac_invb</a>,
580 <a class="link" href="sf_gamma/igamma_inv.html" title="Incomplete Gamma Function Inverses">gamma_p_inv</a>, <a class="link" href="sf_gamma/igamma_inv.html" title="Incomplete Gamma Function Inverses">gamma_q_inv</a>. The distributions
581 involved are <a class="link" href="dist_ref/dists/pareto.html" title="Pareto Distribution">Pareto
582 Distribution</a>, <a class="link" href="dist_ref/dists/beta_dist.html" title="Beta Distribution">Beta
583 Distribution</a>, <a class="link" href="dist_ref/dists/geometric_dist.html" title="Geometric Distribution">Geometric
584 Distribution</a>, <a class="link" href="dist_ref/dists/negative_binomial_dist.html" title="Negative Binomial Distribution">Negative
585 Binomial Distribution</a>, <a class="link" href="dist_ref/dists/binomial_dist.html" title="Binomial Distribution">Binomial
586 Distribution</a>, <a class="link" href="dist_ref/dists/chi_squared_dist.html" title="Chi Squared Distribution">Chi
587 Squared Distribution</a>, <a class="link" href="dist_ref/dists/gamma_dist.html" title="Gamma (and Erlang) Distribution">Gamma
588 Distribution</a>, <a class="link" href="dist_ref/dists/inverse_chi_squared_dist.html" title="Inverse Chi Squared Distribution">Inverse
589 chi squared Distribution</a>, <a class="link" href="dist_ref/dists/inverse_gamma_dist.html" title="Inverse Gamma Distribution">Inverse
590 Gamma Distribution</a>. See <a href="https://svn.boost.org/trac/boost/ticket/10111" target="_top">#10111</a>.
592 <li class="listitem">
593 Fix <a class="link" href="rounding/round.html" title="Rounding Functions">round</a> and <a class="link" href="rounding/trunc.html" title="Truncation Functions">trunc</a> functions so they can
594 be used with integer arguments, see <a href="https://svn.boost.org/trac/boost/ticket/10066" target="_top">#10066</a>.
596 <li class="listitem">
597 Fix Halley iteration to handle zero derivative (with non-zero second derivative),
598 see <a href="https://svn.boost.org/trac/boost/ticket/10046" target="_top">#10046</a>.
602 <a name="math_toolkit.history2.h16"></a>
603 <span class="phrase"><a name="math_toolkit.history2.math_1_9_1"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_1_9_1">Math-1.9.1</a>
605 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
606 <li class="listitem">
607 Fix Geometric distribution use of Policies, see <a href="https://svn.boost.org/trac/boost/ticket/9833" target="_top">#9833</a>.
609 <li class="listitem">
610 Fix corner cases in the negative binomial distribution, see <a href="https://svn.boost.org/trac/boost/ticket/9834" target="_top">#9834</a>.
612 <li class="listitem">
613 Fix compilation failures on Mac OS.
617 <a name="math_toolkit.history2.h17"></a>
618 <span class="phrase"><a name="math_toolkit.history2.math_1_9_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.math_1_9_0">Math-1.9.0</a>
620 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
621 <li class="listitem">
622 Changed version number to new Boost.Math specific version now that we're
623 in the modular Boost world.
625 <li class="listitem">
626 Added <a class="link" href="number_series/bernoulli_numbers.html" title="Bernoulli Numbers">Bernoulli
627 numbers</a>, changed arbitrary precision <a class="link" href="sf_gamma/tgamma.html" title="Gamma">tgamma</a>/<a class="link" href="sf_gamma/lgamma.html" title="Log Gamma">lgamma</a> to use Sterling's
628 approximation (from Nikhar Agrawal).
630 <li class="listitem">
631 Added first derivatives of the Bessel functions: <a class="link" href="bessel/bessel_derivatives.html" title="Derivatives of the Bessel Functions">cyl_bessel_j_prime</a>,
632 <a class="link" href="bessel/bessel_derivatives.html" title="Derivatives of the Bessel Functions">cyl_neumann_prime</a>,
633 <a class="link" href="bessel/bessel_derivatives.html" title="Derivatives of the Bessel Functions">cyl_bessel_i_prime</a>,
634 <a class="link" href="bessel/bessel_derivatives.html" title="Derivatives of the Bessel Functions">cyl_bessel_k_prime</a>,
635 <a class="link" href="bessel/bessel_derivatives.html" title="Derivatives of the Bessel Functions">sph_bessel_prime</a>
636 and <a class="link" href="bessel/bessel_derivatives.html" title="Derivatives of the Bessel Functions">sph_neumann_prime</a>
637 (from Anton Bikineev).
639 <li class="listitem">
640 Fixed buggy Student's t example code, along with docs for testing sample
641 means for equivalence.
643 <li class="listitem">
644 Documented <code class="computeroutput"><span class="identifier">max_iter</span></code> parameter
645 in root finding code better, see <a href="https://svn.boost.org/trac/boost/ticket/9225" target="_top">#9225</a>.
647 <li class="listitem">
648 Add option to explicitly enable/disable use of __float128 in constants
649 code, see <a href="https://svn.boost.org/trac/boost/ticket/9240" target="_top">#9240</a>.
651 <li class="listitem">
652 Cleaned up handling of negative values in Bessel I0 and I1 code (removed
653 dead code), see <a href="https://svn.boost.org/trac/boost/ticket/9512" target="_top">#9512</a>.
655 <li class="listitem">
656 Fixed handling of very small values passed to <a class="link" href="sf_gamma/tgamma.html" title="Gamma">tgamma</a>
657 and <a class="link" href="sf_gamma/lgamma.html" title="Log Gamma">lgamma</a> so they
658 don't generate spurious overflows (thanks to Rocco Romeo).
660 <li class="listitem">
661 <a href="https://svn.boost.org/trac/boost/ticket/9672" target="_top">#9672 PDF and
662 CDF of a Laplace distribution throwing domain_error</a> Random variate
665 <li class="listitem">
666 Fixed several corner cases in <a class="link" href="factorials/sf_rising_factorial.html" title="Rising Factorial">rising_factorial</a>,
667 <a class="link" href="factorials/sf_falling_factorial.html" title="Falling Factorial">falling_factorial</a>
668 and <a class="link" href="sf_gamma/gamma_ratios.html" title="Ratios of Gamma Functions">tgamma_delta_ratio</a>
669 with thanks to Rocco Romeo.
671 <li class="listitem">
672 Fixed several corner cases in <a class="link" href="factorials/sf_rising_factorial.html" title="Rising Factorial">rising_factorial</a>,
673 <a class="link" href="factorials/sf_falling_factorial.html" title="Falling Factorial">falling_factorial</a>
674 and <a class="link" href="sf_gamma/gamma_ratios.html" title="Ratios of Gamma Functions">tgamma_delta_ratio</a>
675 (thanks to Rocco Romeo).
677 <li class="listitem">
678 Removed constant <code class="computeroutput"><span class="identifier">pow23_four_minus_pi</span>
679 </code> whose value did not match the name (and was unused by Boost.Math),
680 see <a href="https://svn.boost.org/trac/boost/ticket/9712" target="_top">#9712</a>.
684 <a name="math_toolkit.history2.h18"></a>
685 <span class="phrase"><a name="math_toolkit.history2.boost_1_55"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_55">Boost-1.55</a>
687 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
688 <li class="listitem">
689 Suppress numerous warnings (mostly from GCC-4.8 and MSVC) <a href="https://svn.boost.org/trac/boost/ticket/8384" target="_top">#8384</a>,
690 <a href="https://svn.boost.org/trac/boost/ticket/8855" target="_top">#8855</a>,
691 <a href="https://svn.boost.org/trac/boost/ticket/9107" target="_top">#9107</a>,
692 <a href="https://svn.boost.org/trac/boost/ticket/9109" target="_top">#9109</a>..
694 <li class="listitem">
695 Fixed PGI compilation issue <a href="https://svn.boost.org/trac/boost/ticket/8333" target="_top">#8333</a>.
697 <li class="listitem">
698 Fixed PGI constant value initialization issue that caused erf to generate
699 incorrect results <a href="https://svn.boost.org/trac/boost/ticket/8621" target="_top">#8621</a>.
701 <li class="listitem">
702 Prevent macro expansion of some C99 macros that are also C++ functions
703 <a href="https://svn.boost.org/trac/boost/ticket/8732" target="_top">#8732</a>
704 and <a href="https://svn.boost.org/trac/boost/ticket/8733" target="_top">#8733</a>..
706 <li class="listitem">
707 Fixed Student's T distribution to behave correctly with huge degrees of
708 freedom (larger than the largest representable integer) <a href="https://svn.boost.org/trac/boost/ticket/8837" target="_top">#8837</a>.
710 <li class="listitem">
711 Make some core functions usable with <code class="computeroutput"><span class="keyword">long</span>
712 <span class="keyword">double</span></code> even when the platform has
713 no standard library <code class="computeroutput"><span class="keyword">long</span> <span class="keyword">double</span></code> support <a href="https://svn.boost.org/trac/boost/ticket/8940" target="_top">#8940</a>.
715 <li class="listitem">
716 Fix error handling of distributions to catch invalid scale and location
717 parameters when the random variable is infinite <a href="https://svn.boost.org/trac/boost/ticket/9042" target="_top">#9042</a>
718 and <a href="https://svn.boost.org/trac/boost/ticket/9126" target="_top">#9126</a>.
720 <li class="listitem">
721 Add workaround for broken <tuple> in Intel C++ 14 <a href="https://svn.boost.org/trac/boost/ticket/9087" target="_top">#9087</a>.
723 <li class="listitem">
724 Improve consistency of argument reduction in the elliptic integrals <a href="https://svn.boost.org/trac/boost/ticket/9104" target="_top">#9104</a>.
726 <li class="listitem">
727 Fix bug in inverse incomplete beta that results in cancellation errors
728 when the beta function is really an arcsine or Student's T distribution.
730 <li class="listitem">
731 Fix issue in Bessel I and K function continued fractions that causes spurious
734 <li class="listitem">
736 Add improvement to non-central chi squared distribution quantile due to
737 Thomas Luu, <a href="http://discovery.ucl.ac.uk/1482128/" target="_top">Fast and accurate
738 parallel computation of quantile functions for random number generation,
739 Doctorial Thesis 2016</a>. <a href="http://discovery.ucl.ac.uk/1463470/" target="_top">Efficient
740 and Accurate Parallel Inversion of the Gamma Distribution, Thomas Luu</a>
743 <a name="math_toolkit.history2.h19"></a>
744 <span class="phrase"><a name="math_toolkit.history2.boost_1_54"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_54">Boost-1.54</a>
747 <li class="listitem">
748 Major reorganization to incorporate other Boost.Math like Integer Utilities
749 Integer Utilities (Greatest Common Divisor and Least Common Multiple),
750 quaternions and octonions. Making new chapter headings.
752 <li class="listitem">
753 Added many references to Boost.Multiprecision and <code class="computeroutput"><span class="identifier">cpp_dec_float_50</span></code>
754 as an example of a User-defined Type (UDT).
756 <li class="listitem">
757 Added Clang to list of supported compilers.
759 <li class="listitem">
760 Fixed constants to use a thread-safe cache of computed values when used
761 at arbitrary precision.
763 <li class="listitem">
764 Added finding zeros of Bessel functions <code class="computeroutput"><span class="identifier">cyl_bessel_j_zero</span></code>,
765 <code class="computeroutput"><span class="identifier">cyl_neumann_zero</span></code>, <code class="computeroutput"><span class="identifier">airy_ai_zero</span></code> and <code class="computeroutput"><span class="identifier">airy_bi_zero</span></code>(by
766 Christopher Kormanyos).
768 <li class="listitem">
769 More accuracy improvements to the Bessel J and Y functions from Rocco Romeo.
771 <li class="listitem">
772 Fixed nasty cyclic dependency bug that caused some headers to not compile
773 <a href="https://svn.boost.org/trac/boost/ticket/7999" target="_top">#7999</a>.
775 <li class="listitem">
776 Fixed bug in <a class="link" href="sf_gamma/tgamma.html" title="Gamma">tgamma</a>
777 that caused spurious overflow for arguments between 142.5 and 143.
779 <li class="listitem">
780 Fixed bug in raise_rounding_error that caused it to return an incorrect
781 result when throwing an exception is turned off <a href="https://svn.boost.org/trac/boost/ticket/7905" target="_top">#7905</a>.
783 <li class="listitem">
784 Added minimal __float128 support.
786 <li class="listitem">
787 Fixed bug in edge-cases of poisson quantile <a href="https://svn.boost.org/trac/boost/ticket/8308" target="_top">#8308</a>.
789 <li class="listitem">
790 Adjusted heuristics used in Halley iteration to cope with inverting the
791 incomplete beta in tricky regions where the derivative is flatlining. Example
792 is computing the quantile of the Fisher F distribution for probabilities
793 smaller than machine epsilon. See ticket <a href="https://svn.boost.org/trac/boost/ticket/8314" target="_top">#8314</a>.
797 <a name="math_toolkit.history2.h20"></a>
798 <span class="phrase"><a name="math_toolkit.history2.boost_1_53"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_53">Boost-1.53</a>
800 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
801 <li class="listitem">
802 Fixed issues <a href="https://svn.boost.org/trac/boost/ticket/7325" target="_top">#7325</a>,
803 <a href="https://svn.boost.org/trac/boost/ticket/7415" target="_top">#7415</a>
804 and <a href="https://svn.boost.org/trac/boost/ticket/7416" target="_top">#7416</a>,
805 <a href="https://svn.boost.org/trac/boost/ticket/7183" target="_top">#7183</a>,
806 <a href="https://svn.boost.org/trac/boost/ticket/7649" target="_top">#7649</a>,
807 <a href="https://svn.boost.org/trac/boost/ticket/7694" target="_top">#7694</a>,
808 <a href="https://svn.boost.org/trac/boost/ticket/4445" target="_top">#4445</a>,
809 <a href="https://svn.boost.org/trac/boost/ticket/7492" target="_top">#7492</a>,
810 <a href="https://svn.boost.org/trac/boost/ticket/7891" target="_top">#7891</a>,
811 <a href="https://svn.boost.org/trac/boost/ticket/7429" target="_top">#7429</a>.
813 <li class="listitem">
814 Fixed mistake in calculating pooled standard deviation in two-sample students
815 t example <a href="https://svn.boost.org/trac/boost/ticket/7402" target="_top">#7402</a>.
817 <li class="listitem">
818 Improve complex acos/asin/atan, see <a href="https://svn.boost.org/trac/boost/ticket/7290" target="_top">#7290</a>,
819 <a href="https://svn.boost.org/trac/boost/ticket/7291" target="_top">#7291</a>.
821 <li class="listitem">
822 Improve accuracy in some corner cases of <a class="link" href="bessel/bessel_first.html" title="Bessel Functions of the First and Second Kinds">cyl_bessel_j</a>
823 and <a class="link" href="sf_gamma/igamma.html" title="Incomplete Gamma Functions">gamma_p</a>/<a class="link" href="sf_gamma/igamma.html" title="Incomplete Gamma Functions">gamma_q</a>
824 thanks to suggestions from Rocco Romeo.
826 <li class="listitem">
827 Improve accuracy of Bessel J and Y for integer orders thanks to suggestions
832 <a name="math_toolkit.history2.h21"></a>
833 <span class="phrase"><a name="math_toolkit.history2.boost_1_52"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_52">Boost-1.52</a>
835 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
836 <li class="listitem">
837 Corrected moments for small degrees of freedom <a href="https://svn.boost.org/trac/boost/ticket/7177" target="_top">#7177</a>
838 (reported by Thomas Mang).
840 <li class="listitem">
841 Added <a class="link" href="airy.html" title="Airy Functions">Airy functions</a> and <a class="link" href="jacobi.html" title="Jacobi Elliptic Functions">Jacobi Elliptic functions</a>.
843 <li class="listitem">
844 Corrected failure to detect bad parameters in many distributions <a href="https://svn.boost.org/trac/boost/ticket/6934" target="_top">#6934</a> (reported
845 by Florian Schoppmann) by adding a function check_out_of_range to test
846 many possible bad parameters. This test revealed several distributions
847 where the checks for bad parameters were ineffective, and these have been
850 <li class="listitem">
851 Fixed issue in Hankel functions that causes incorrect values to be returned
852 for <span class="emphasis"><em>x < 0</em></span> and ν odd, see <a href="https://svn.boost.org/trac/boost/ticket/7135" target="_top">#7135</a>.
854 <li class="listitem">
855 Fixed issues <a href="https://svn.boost.org/trac/boost/ticket/6517" target="_top">#6517</a>,
856 <a href="https://svn.boost.org/trac/boost/ticket/6362" target="_top">#6362</a>,
857 <a href="https://svn.boost.org/trac/boost/ticket/7053" target="_top">#7053</a>,
858 <a href="https://svn.boost.org/trac/boost/ticket/2693" target="_top">#2693</a>,
859 <a href="https://svn.boost.org/trac/boost/ticket/6937" target="_top">#6937</a>,
860 <a href="https://svn.boost.org/trac/boost/ticket/7099" target="_top">#7099</a>.
862 <li class="listitem">
863 Permitted infinite degrees of freedom <a href="https://svn.boost.org/trac/boost/ticket/7259" target="_top">#7259</a>
864 implemented using the normal distribution (requested by Thomas Mang).
866 <li class="listitem">
867 Much enhanced accuracy for large degrees of freedom ν and/or large non-centrality
869 by switching to use the Students t distribution (or Normal distribution
870 for infinite degrees of freedom) centered at delta, when δ / (4 * ν) <
871 epsilon for the floating-point type in use. <a href="https://svn.boost.org/trac/boost/ticket/7259" target="_top">#7259</a>.
872 It was found that the incomplete beta was suffering from serious cancellation
873 errors when degrees of freedom was very large. (That has now been fixed
874 in our code, but any code based on Didonato and Morris's original papers
875 (probably every implementation out there actually) will have the same issue).
879 <a name="math_toolkit.history2.h22"></a>
880 <span class="phrase"><a name="math_toolkit.history2.boost_1_51"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_51">Boost-1.51</a>
883 See Boost-1.52 - some items were added but not listed in time for the release.
886 <a name="math_toolkit.history2.h23"></a>
887 <span class="phrase"><a name="math_toolkit.history2.boost_1_50"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_50">Boost-1.50</a>
889 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
890 <li class="listitem">
891 Promoted math constants to be 1st class citizens, including convenient
892 access to the most widely used built-in float, double, long double via
895 <li class="listitem">
896 Added the Owen's T function and Skew Normal distribution written by Benjamin
897 Sobotta: see <a class="link" href="owens_t.html" title="Owen's T function">Owens T</a> and skew_normal_distrib.
899 <li class="listitem">
900 Added Hankel functions <a class="link" href="hankel/cyl_hankel.html" title="Cyclic Hankel Functions">cyl_hankel_1</a>,
901 <a class="link" href="hankel/cyl_hankel.html" title="Cyclic Hankel Functions">cyl_hankel_2</a>, <a class="link" href="hankel/sph_hankel.html" title="Spherical Hankel Functions">sph_hankel_1</a> and <a class="link" href="hankel/sph_hankel.html" title="Spherical Hankel Functions">sph_hankel_2</a>.
903 <li class="listitem">
904 Corrected issue <a href="https://svn.boost.org/trac/boost/ticket/6627" target="_top">#6627
905 nonfinite_num_put formatting of 0.0 is incorrect</a> based on a patch
906 submitted by K R Walker.
908 <li class="listitem">
909 Changed constant initialization mechanism so that it is thread safe even
910 for user-defined types, also so that user defined types get the full precision
911 of the constant, even when <code class="computeroutput"><span class="keyword">long</span>
912 <span class="keyword">double</span></code> does not. So for example
913 128-bit rational approximations will work with UDT's and do the right thing,
914 even though <code class="computeroutput"><span class="keyword">long</span> <span class="keyword">double</span></code>
915 may be only 64 or 80 bits.
917 <li class="listitem">
918 Fixed issue in <code class="computeroutput"><span class="identifier">bessel_jy</span></code>
919 which causes Y<sub>8.5</sub>(4π) to yield a NaN.
923 <a name="math_toolkit.history2.h24"></a>
924 <span class="phrase"><a name="math_toolkit.history2.boost_1_49"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_49">Boost-1.49</a>
926 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
927 <li class="listitem">
928 Deprecated wrongly named <code class="computeroutput"><span class="identifier">twothirds</span></code>
929 math constant in favour of <code class="computeroutput"><span class="identifier">two_thirds</span></code>
930 (with underscore separator). (issue <a href="https://svn.boost.org/trac/boost/ticket/6199" target="_top">#6199</a>).
932 <li class="listitem">
933 Refactored test data and some special function code to improve support
934 for arbitary precision and/or expression-template-enabled types.
936 <li class="listitem">
937 Added new faster zeta function evaluation method.
943 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
944 <li class="listitem">
945 Corrected CDF complement for Laplace distribution (issue <a href="https://svn.boost.org/trac/boost/ticket/6151" target="_top">#6151</a>).
947 <li class="listitem">
948 Corrected branch cuts on the complex inverse trig functions, to handle
949 signed zeros (issue <a href="https://svn.boost.org/trac/boost/ticket/6171" target="_top">#6171</a>).
951 <li class="listitem">
952 Fixed bug in <code class="computeroutput"><span class="identifier">bessel_yn</span></code>
953 which caused incorrect overflow errors to be raised for negative <span class="emphasis"><em>n</em></span>
954 (issue <a href="https://svn.boost.org/trac/boost/ticket/6367" target="_top">#6367</a>).
956 <li class="listitem">
957 Also fixed minor/cosmetic/configuration issues <a href="https://svn.boost.org/trac/boost/ticket/6120" target="_top">#6120</a>,
958 <a href="https://svn.boost.org/trac/boost/ticket/6191" target="_top">#6191</a>,
959 <a href="https://svn.boost.org/trac/boost/ticket/5982" target="_top">#5982</a>,
960 <a href="https://svn.boost.org/trac/boost/ticket/6130" target="_top">#6130</a>,
961 <a href="https://svn.boost.org/trac/boost/ticket/6234" target="_top">#6234</a>,
962 <a href="https://svn.boost.org/trac/boost/ticket/6307" target="_top">#6307</a>,
963 <a href="https://svn.boost.org/trac/boost/ticket/6192" target="_top">#6192</a>.
967 <a name="math_toolkit.history2.h25"></a>
968 <span class="phrase"><a name="math_toolkit.history2.boost_1_48"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_48">Boost-1.48</a>
970 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
971 <li class="listitem">
972 Added new series evaluation methods to the cyclic Bessel I, J, K and Y
973 functions. Also taken great care to avoid spurious over and underflow of
974 these functions. Fixes issue <a href="https://svn.boost.org/trac/boost/ticket/5560" target="_top">#5560</a>
976 <li class="listitem">
977 Added an example of using Inverse Chi-Squared distribution for Bayesian
978 statistics, provided by Thomas Mang.
980 <li class="listitem">
981 Added tests to use improved version of lexical_cast which handles C99 nonfinites
982 without using globale facets.
984 <li class="listitem">
985 Corrected wrong out-of-bound uniform distribution CDF complement values
986 <a href="https://svn.boost.org/trac/boost/ticket/5733" target="_top">#5733</a>.
988 <li class="listitem">
989 Enabled long double support on OpenBSD (issue <a href="https://svn.boost.org/trac/boost/ticket/6014" target="_top">#6014</a>).
991 <li class="listitem">
992 Changed nextafter and related functions to behave in the same way as other
993 implementations - so that nextafter(+INF, 0) is a finite value (issue
994 <a href="https://svn.boost.org/trac/boost/ticket/5823" target="_top">#5832</a>).
996 <li class="listitem">
997 Changed tuple include configuration to fix issue when using in conjunction
998 with Boost.Tr1 (issue <a href="https://svn.boost.org/trac/boost/ticket/5934" target="_top">#5934</a>).
1000 <li class="listitem">
1001 Changed class eps_tolerance to behave correctly when both ends of the range
1002 are zero (issue <a href="https://svn.boost.org/trac/boost/ticket/6001" target="_top">#6001</a>).
1004 <li class="listitem">
1005 Fixed missing include guards on prime.hpp (issue <a href="https://svn.boost.org/trac/boost/ticket/5927" target="_top">#5927</a>).
1007 <li class="listitem">
1008 Removed unused/undocumented constants from constants.hpp (issue <a href="https://svn.boost.org/trac/boost/ticket/5982" target="_top">#5982</a>).
1010 <li class="listitem">
1011 Fixed missing std:: prefix in nonfinite_num_facets.hpp (issue <a href="https://svn.boost.org/trac/boost/ticket/5914" target="_top">#5914</a>).
1013 <li class="listitem">
1014 Minor patches for Cray compiler compatibility.
1018 <a name="math_toolkit.history2.h26"></a>
1019 <span class="phrase"><a name="math_toolkit.history2.boost_1_47"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_47">Boost-1.47</a>
1021 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1022 <li class="listitem">
1023 Added changesign function to sign.hpp to facilitate addition of nonfinite
1026 <li class="listitem">
1027 Addition of nonfinite facets from Johan Rade, with tests, examples of use
1028 for C99 format infinity and NaN, and documentation.
1030 <li class="listitem">
1031 Added tests and documentation of changesign from Johan Rade.
1035 <a name="math_toolkit.history2.h27"></a>
1036 <span class="phrase"><a name="math_toolkit.history2.boost_1_46_1"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_46_1">Boost-1.46.1</a>
1038 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; "><li class="listitem">
1039 Fixed issues <a href="https://svn.boost.org/trac/boost/ticket/5095" target="_top">#5095</a>,
1040 <a href="https://svn.boost.org/trac/boost/ticket/5095" target="_top">#5113</a>.
1043 <a name="math_toolkit.history2.h28"></a>
1044 <span class="phrase"><a name="math_toolkit.history2.boost_1_46_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_46_0">Boost-1.46.0</a>
1046 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1047 <li class="listitem">
1048 Added Wald, Inverse Gaussian and geometric distributions.
1050 <li class="listitem">
1051 Added information about configuration macros.
1053 <li class="listitem">
1054 Added support for mpreal as a real-numbered type.
1058 <a name="math_toolkit.history2.h29"></a>
1059 <span class="phrase"><a name="math_toolkit.history2.boost_1_45_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_45_0">Boost-1.45.0</a>
1061 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1062 <li class="listitem">
1063 Added warnings about potential ambiguity with std random library in distribution
1066 <li class="listitem">
1067 Added inverse gamma distribution and inverse chi_square and scaled inverse
1070 <li class="listitem">
1071 Editorial revision of documentation, and added FAQ.
1075 <a name="math_toolkit.history2.h30"></a>
1076 <span class="phrase"><a name="math_toolkit.history2.boost_1_44_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_44_0">Boost-1.44.0</a>
1078 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1079 <li class="listitem">
1080 Fixed incorrect range and support for Rayleigh distribution.
1082 <li class="listitem">
1083 Fixed numerical error in the quantile of the Student's T distribution:
1084 the function was returning garbage values for non-integer degrees of freedom
1089 <a name="math_toolkit.history2.h31"></a>
1090 <span class="phrase"><a name="math_toolkit.history2.boost_1_41_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_41_0">Boost-1.41.0</a>
1092 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; "><li class="listitem">
1093 Significantly improved performance for the incomplete gamma function and
1097 <a name="math_toolkit.history2.h32"></a>
1098 <span class="phrase"><a name="math_toolkit.history2.boost_1_40_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_40_0">Boost-1.40.0</a>
1100 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1101 <li class="listitem">
1102 Added support for MPFR as a bignum type.
1104 <li class="listitem">
1105 Added some full specializations of the policy classes to reduce compile
1108 <li class="listitem">
1109 Added logistic and hypergeometric distributions, from Gautam Sewani's Google
1110 Summer of Code project.
1112 <li class="listitem">
1113 Added Laplace distribution submitted by Thijs van den Berg.
1115 <li class="listitem">
1116 Updated performance test code to include new distributions, and improved
1117 the performance of the non-central distributions.
1119 <li class="listitem">
1120 Added SSE2 optimised <a class="link" href="lanczos.html" title="The Lanczos Approximation">Lanczos approximation</a>
1121 code, from Gautam Sewani's Google Summer of Code project.
1123 <li class="listitem">
1124 Fixed bug in cyl_bessel_i that used an incorrect approximation for ν = 0.5,
1125 also effects the non-central Chi Square Distribution when ν = 3, see bug
1126 report <a href="https://svn.boost.org/trac/boost/ticket/2877" target="_top">#2877</a>.
1128 <li class="listitem">
1129 Fixed minor bugs <a href="https://svn.boost.org/trac/boost/ticket/2873" target="_top">#2873</a>.
1133 <a name="math_toolkit.history2.h33"></a>
1134 <span class="phrase"><a name="math_toolkit.history2.boost_1_38_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_38_0">Boost-1.38.0</a>
1136 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1137 <li class="listitem">
1138 Added Johan Råde's optimised floating point classification routines.
1140 <li class="listitem">
1141 Fixed code so that it compiles in GCC's -pedantic mode (bug report <a href="https://svn.boost.org/trac/boost/ticket/1451" target="_top">#1451</a>).
1145 <a name="math_toolkit.history2.h34"></a>
1146 <span class="phrase"><a name="math_toolkit.history2.boost_1_37_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_37_0">Boost-1.37.0</a>
1148 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; "><li class="listitem">
1149 Improved accuracy and testing of the inverse hypergeometric functions.
1152 <a name="math_toolkit.history2.h35"></a>
1153 <span class="phrase"><a name="math_toolkit.history2.boost_1_36_0"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_36_0">Boost-1.36.0</a>
1155 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1156 <li class="listitem">
1157 Added Noncentral Chi Squared Distribution.
1159 <li class="listitem">
1160 Added Noncentral Beta Distribution.
1162 <li class="listitem">
1163 Added Noncentral F Distribution.
1165 <li class="listitem">
1166 Added Noncentral T Distribution.
1168 <li class="listitem">
1169 Added Exponential Integral Functions.
1171 <li class="listitem">
1172 Added Zeta Function.
1174 <li class="listitem">
1175 Added Rounding and Truncation functions.
1177 <li class="listitem">
1178 Added Compile time powers of runtime bases.
1180 <li class="listitem">
1181 Added SSE2 optimizations for Lanczos evaluation.
1185 <a name="math_toolkit.history2.h36"></a>
1186 <span class="phrase"><a name="math_toolkit.history2.boost_1_35_0_post_review_first_o"></a></span><a class="link" href="history2.html#math_toolkit.history2.boost_1_35_0_post_review_first_o">Boost-1.35.0:
1187 Post Review First Official Release</a>
1189 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1190 <li class="listitem">
1191 Added Policy based framework that allows fine grained control over function
1194 <li class="listitem">
1195 <span class="bold"><strong>Breaking change:</strong></span> Changed default behaviour
1196 for domain, pole and overflow errors to throw an exception (based on review
1197 feedback), this behaviour can be customised using <a class="link" href="../policy.html" title="Chapter 20. Policies: Controlling Precision, Error Handling etc">Policy</a>'s.
1199 <li class="listitem">
1200 <span class="bold"><strong>Breaking change:</strong></span> Changed exception thrown
1201 when an internal evaluation error occurs to boost::math::evaluation_error.
1203 <li class="listitem">
1204 <span class="bold"><strong>Breaking change:</strong></span> Changed discrete quantiles
1205 to return an integer result: this is anything up to 20 times faster than
1206 finding the true root, this behaviour can be customised using <a class="link" href="../policy.html" title="Chapter 20. Policies: Controlling Precision, Error Handling etc">Policy</a>'s.
1208 <li class="listitem">
1209 Polynomial/rational function evaluation is now customisable and hopefully
1212 <li class="listitem">
1213 Added performance test program.
1217 <a name="math_toolkit.history2.h37"></a>
1218 <span class="phrase"><a name="math_toolkit.history2.milestone_4_second_review_candid"></a></span><a class="link" href="history2.html#math_toolkit.history2.milestone_4_second_review_candid">Milestone
1219 4: Second Review Candidate (1st March 2007)</a>
1221 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1222 <li class="listitem">
1223 Moved Xiaogang Zhang's Bessel Functions code into the library, and brought
1224 them into line with the rest of the code.
1226 <li class="listitem">
1227 Added C# "Distribution Explorer" demo application.
1231 <a name="math_toolkit.history2.h38"></a>
1232 <span class="phrase"><a name="math_toolkit.history2.milestone_3_first_review_candida"></a></span><a class="link" href="history2.html#math_toolkit.history2.milestone_3_first_review_candida">Milestone
1233 3: First Review Candidate (31st Dec 2006)</a>
1235 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1236 <li class="listitem">
1237 Implemented the main probability distribution and density functions.
1239 <li class="listitem">
1240 Implemented digamma.
1242 <li class="listitem">
1243 Added more factorial functions.
1245 <li class="listitem">
1246 Implemented the Hermite, Legendre and Laguerre polynomials plus the spherical
1247 harmonic functions from TR1.
1249 <li class="listitem">
1250 Moved Xiaogang Zhang's elliptic integral code into the library, and brought
1251 them into line with the rest of the code.
1253 <li class="listitem">
1254 Moved Hubert Holin's existing Boost.Math special functions into this library
1255 and brought them into line with the rest of the code.
1259 <a name="math_toolkit.history2.h39"></a>
1260 <span class="phrase"><a name="math_toolkit.history2.milestone_2_released_september_1"></a></span><a class="link" href="history2.html#math_toolkit.history2.milestone_2_released_september_1">Milestone
1261 2: Released September 10th 2006</a>
1263 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1264 <li class="listitem">
1265 Implement preview release of the statistical distributions.
1267 <li class="listitem">
1268 Added statistical distributions tutorial.
1270 <li class="listitem">
1271 Implemented root finding algorithms.
1273 <li class="listitem">
1274 Implemented the inverses of the incomplete gamma and beta functions.
1276 <li class="listitem">
1277 Rewrite erf/erfc as rational approximations (valid to 128-bit precision).
1279 <li class="listitem">
1280 Integrated the statistical results generated from the test data with Boost.Test:
1281 uses a database of expected results, indexed by test, floating point type,
1282 platform, and compiler.
1284 <li class="listitem">
1285 Improved lgamma near 1 and 2 (rational approximations).
1287 <li class="listitem">
1288 Improved erf/erfc inverses (rational approximations).
1290 <li class="listitem">
1291 Implemented Rational function generation (the Remez method).
1295 <a name="math_toolkit.history2.h40"></a>
1296 <span class="phrase"><a name="math_toolkit.history2.milestone_1_released_march_31st_"></a></span><a class="link" href="history2.html#math_toolkit.history2.milestone_1_released_march_31st_">Milestone
1297 1: Released March 31st 2006</a>
1299 <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
1300 <li class="listitem">
1301 Implement gamma/beta/erf functions along with their incomplete counterparts.
1303 <li class="listitem">
1304 Generate high quality test data, against which future improvements can
1307 <li class="listitem">
1308 Provide tools for the evaluation of infinite series, continued fractions,
1309 and rational functions.
1311 <li class="listitem">
1312 Provide tools for testing against tabulated test data, and collecting statistics
1315 <li class="listitem">
1316 Provide sufficient docs for people to be able to find their way around
1324 Sandbox and trunk last synchonised at revision: .
1327 <table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
1328 <td align="left"></td>
1329 <td align="right"><div class="copyright-footer">Copyright © 2006-2019 Nikhar
1330 Agrawal, Anton Bikineev, Paul A. Bristow, Marco Guazzone, Christopher Kormanyos,
1331 Hubert Holin, Bruno Lalande, John Maddock, Jeremy Murphy, Matthew Pulver, Johan
1332 Råde, Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg,
1333 Daryle Walker and Xiaogang Zhang<p>
1334 Distributed under the Boost Software License, Version 1.0. (See accompanying
1335 file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
1340 <div class="spirit-nav">
1341 <a accesskey="p" href="../status.html"><img src="../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../status.html"><img src="../../../../../doc/src/images/up.png" alt="Up"></a><a accesskey="h" href="../index.html"><img src="../../../../../doc/src/images/home.png" alt="Home"></a><a accesskey="n" href="issues.html"><img src="../../../../../doc/src/images/next.png" alt="Next"></a>