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authorLorry Tar Creator <lorry-tar-importer@baserock.org>2015-04-08 03:09:47 +0000
committer <>2015-05-05 14:37:32 +0000
commitf2541bb90af059680aa7036f315f052175999355 (patch)
treea5b214744b256f07e1dc2bd7273035a7808c659f /libs/math/doc/html/math_toolkit/sf_gamma
parented232fdd34968697a68783b3195b1da4226915b5 (diff)
downloadboost-tarball-master.tar.gz
Imported from /home/lorry/working-area/delta_boost-tarball/boost_1_58_0.tar.bz2.HEADboost_1_58_0master
Diffstat (limited to 'libs/math/doc/html/math_toolkit/sf_gamma')
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/digamma.html34
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/gamma_derivatives.html6
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/gamma_ratios.html16
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/igamma.html46
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/igamma_inv.html4
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/lgamma.html18
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/polygamma.html285
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/tgamma.html16
-rw-r--r--libs/math/doc/html/math_toolkit/sf_gamma/trigamma.html217
9 files changed, 575 insertions, 67 deletions
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/digamma.html b/libs/math/doc/html/math_toolkit/sf_gamma/digamma.html
index 58fe9c37f..cf915ee8b 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/digamma.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/digamma.html
@@ -3,11 +3,11 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Digamma</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
<link rel="prev" href="lgamma.html" title="Log Gamma">
-<link rel="next" href="gamma_ratios.html" title="Ratios of Gamma Functions">
+<link rel="next" href="trigamma.html" title="Trigamma">
</head>
<body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
<table cellpadding="2" width="100%"><tr>
@@ -20,7 +20,7 @@
</tr></table>
<hr>
<div class="spirit-nav">
-<a accesskey="p" href="lgamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="gamma_ratios.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+<a accesskey="p" href="lgamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="trigamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
</div>
<div class="section">
<div class="titlepage"><div><div><h3 class="title">
@@ -51,10 +51,10 @@
defined as the logarithmic derivative of the gamma function:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/digamma1.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/digamma1.svg"></span>
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../graphs/digamma.png" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/digamma.svg" align="middle"></span>
</p>
<p>
The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
@@ -63,11 +63,6 @@
documentation for more details</a>.
</p>
<p>
- There is no fully generic version of this function: all the implementations
- are tuned to specific accuracy levels, the most precise of which delivers
- 34-digits of precision.
- </p>
-<p>
The return type of this function is computed using the <a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>result
type calculation rules</em></span></a>: the result is of type <code class="computeroutput"><span class="keyword">double</span></code> when T is an integer type, and type
T otherwise.
@@ -308,7 +303,7 @@
For arguments &gt; BIG the asymptotic expansion:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/digamma2.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/digamma2.svg"></span>
</p>
<p>
can be used. However, this expansion is divergent after a few terms: exactly
@@ -320,6 +315,17 @@
small number of terms and evaluated as a polynomial in <code class="computeroutput"><span class="number">1</span><span class="special">/(</span><span class="identifier">x</span><span class="special">*</span><span class="identifier">x</span><span class="special">)</span></code>.
</p>
<p>
+ The arbitrary precision version of this function uses recurrence relations
+ until x &gt; BIG, and then evaluation via the asymptotic expansion above.
+ As special cases integer and half integer arguments are handled via:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/digamma4.svg"></span>
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/digamma5.svg"></span>
+ </p>
+<p>
The rational approximation <a class="link" href="../sf_implementation.html#math_toolkit.sf_implementation.rational_approximations_used">devised
by JM</a> in the range [1,2] is derived as follows.
</p>
@@ -329,7 +335,7 @@
the form used is:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/digamma3.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/digamma3.svg"></span>
</p>
<p>
Where P(x) and Q(x) are the polynomials from the rational form of the Lanczos
@@ -379,7 +385,7 @@
</tr></table>
<hr>
<div class="spirit-nav">
-<a accesskey="p" href="lgamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="gamma_ratios.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+<a accesskey="p" href="lgamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="trigamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
</div>
</body>
</html>
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/gamma_derivatives.html b/libs/math/doc/html/math_toolkit/sf_gamma/gamma_derivatives.html
index 8b1b5f36f..d24f43447 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/gamma_derivatives.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/gamma_derivatives.html
@@ -3,8 +3,8 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Derivative of the Incomplete Gamma Function</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
<link rel="prev" href="igamma_inv.html" title="Incomplete Gamma Function Inverses">
<link rel="next" href="../factorials.html" title="Factorials and Binomial Coefficients">
@@ -53,7 +53,7 @@
gamma function.
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/derivative1.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/derivative1.svg"></span>
</p>
<p>
The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/gamma_ratios.html b/libs/math/doc/html/math_toolkit/sf_gamma/gamma_ratios.html
index b2a44d905..2bb703977 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/gamma_ratios.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/gamma_ratios.html
@@ -3,10 +3,10 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Ratios of Gamma Functions</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
-<link rel="prev" href="digamma.html" title="Digamma">
+<link rel="prev" href="polygamma.html" title="Polygamma">
<link rel="next" href="igamma.html" title="Incomplete Gamma Functions">
</head>
<body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
@@ -20,7 +20,7 @@
</tr></table>
<hr>
<div class="spirit-nav">
-<a accesskey="p" href="digamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="igamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+<a accesskey="p" href="polygamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="igamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
</div>
<div class="section">
<div class="titlepage"><div><div><h3 class="title">
@@ -58,7 +58,7 @@
Returns the ratio of gamma functions:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamma_ratio0.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamma_ratio0.svg"></span>
</p>
<p>
The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
@@ -80,7 +80,7 @@
Returns the ratio of gamma functions:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamma_ratio1.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamma_ratio1.svg"></span>
</p>
<p>
The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
@@ -100,7 +100,7 @@
otherwise the result type is simple T1.
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../graphs/tgamma_delta_ratio.png" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/tgamma_delta_ratio.svg" align="middle"></span>
</p>
<h5>
<a name="math_toolkit.sf_gamma.gamma_ratios.h1"></a>
@@ -349,7 +349,7 @@
</tr></table>
<hr>
<div class="spirit-nav">
-<a accesskey="p" href="digamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="igamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+<a accesskey="p" href="polygamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="igamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
</div>
</body>
</html>
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/igamma.html b/libs/math/doc/html/math_toolkit/sf_gamma/igamma.html
index 095c79798..c7118eaf0 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/igamma.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/igamma.html
@@ -3,8 +3,8 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Incomplete Gamma Functions</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
<link rel="prev" href="gamma_ratios.html" title="Ratios of Gamma Functions">
<link rel="next" href="igamma_inv.html" title="Incomplete Gamma Function Inverses">
@@ -97,13 +97,13 @@
Returns the normalised lower incomplete gamma function of a and z:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/igamma4.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/igamma4.svg"></span>
</p>
<p>
This function changes rapidly from 0 to 1 around the point z == a:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../graphs/gamma_p.png" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/gamma_p.svg" align="middle"></span>
</p>
<pre class="programlisting"><span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T1</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">T2</span><span class="special">&gt;</span>
<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">gamma_q</span><span class="special">(</span><span class="identifier">T1</span> <span class="identifier">a</span><span class="special">,</span> <span class="identifier">T2</span> <span class="identifier">z</span><span class="special">);</span>
@@ -115,13 +115,13 @@
Returns the normalised upper incomplete gamma function of a and z:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/igamma3.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/igamma3.svg"></span>
</p>
<p>
This function changes rapidly from 1 to 0 around the point z == a:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../graphs/gamma_q.png" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/gamma_q.svg" align="middle"></span>
</p>
<pre class="programlisting"><span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T1</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">T2</span><span class="special">&gt;</span>
<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">tgamma_lower</span><span class="special">(</span><span class="identifier">T1</span> <span class="identifier">a</span><span class="special">,</span> <span class="identifier">T2</span> <span class="identifier">z</span><span class="special">);</span>
@@ -134,7 +134,7 @@
z:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/igamma2.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/igamma2.svg"></span>
</p>
<pre class="programlisting"><span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T1</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">T2</span><span class="special">&gt;</span>
<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">tgamma</span><span class="special">(</span><span class="identifier">T1</span> <span class="identifier">a</span><span class="special">,</span> <span class="identifier">T2</span> <span class="identifier">z</span><span class="special">);</span>
@@ -147,7 +147,7 @@
z:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/igamma1.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/igamma1.svg"></span>
</p>
<h5>
<a name="math_toolkit.sf_gamma.igamma.h2"></a>
@@ -842,19 +842,19 @@
via:
</p>
<p>
- 1) <span class="inlinemediaobject"><img src="../../../equations/igamma5.png"></span>
+ 1) <span class="inlinemediaobject"><img src="../../../equations/igamma5.svg"></span>
</p>
<p>
- 2) <span class="inlinemediaobject"><img src="../../../equations/igamma6.png"></span>
+ 2) <span class="inlinemediaobject"><img src="../../../equations/igamma6.svg"></span>
</p>
<p>
- 3) <span class="inlinemediaobject"><img src="../../../equations/igamma7.png"></span>
+ 3) <span class="inlinemediaobject"><img src="../../../equations/igamma7.svg"></span>
</p>
<p>
The lower incomplete gamma is computed from its series representation:
</p>
<p>
- 4) <span class="inlinemediaobject"><img src="../../../equations/igamma8.png"></span>
+ 4) <span class="inlinemediaobject"><img src="../../../equations/igamma8.svg"></span>
</p>
<p>
Or by subtraction of the upper integral from either &#915;(a) or 1 when <span class="emphasis"><em>x
@@ -864,7 +864,7 @@
The upper integral is computed from Legendre's continued fraction representation:
</p>
<p>
- 5) <span class="inlinemediaobject"><img src="../../../equations/igamma9.png"></span>
+ 5) <span class="inlinemediaobject"><img src="../../../equations/igamma9.svg"></span>
</p>
<p>
When <span class="emphasis"><em>(x &gt; 1.1)</em></span> or by subtraction of the lower integral
@@ -876,14 +876,14 @@
area. However there is another series representation for the lower integral:
</p>
<p>
- 6) <span class="inlinemediaobject"><img src="../../../equations/igamma10.png"></span>
+ 6) <span class="inlinemediaobject"><img src="../../../equations/igamma10.svg"></span>
</p>
<p>
That lends itself to calculation of the upper integral via rearrangement
to:
</p>
<p>
- 7) <span class="inlinemediaobject"><img src="../../../equations/igamma11.png"></span>
+ 7) <span class="inlinemediaobject"><img src="../../../equations/igamma11.svg"></span>
</p>
<p>
Refer to the documentation for <a class="link" href="../powers/powm1.html" title="powm1">powm1</a>
@@ -911,14 +911,14 @@
30</em></span> then the following finite sum is used:
</p>
<p>
- 9) <span class="inlinemediaobject"><img src="../../../equations/igamma1f.png"></span>
+ 9) <span class="inlinemediaobject"><img src="../../../equations/igamma1f.svg"></span>
</p>
<p>
While for half integers in the range <span class="emphasis"><em>0.5 &lt;= a &lt; 30</em></span>
then the following finite sum is used:
</p>
<p>
- 10) <span class="inlinemediaobject"><img src="../../../equations/igamma2f.png"></span>
+ 10) <span class="inlinemediaobject"><img src="../../../equations/igamma2f.svg"></span>
</p>
<p>
These are both more stable and more efficient than the continued fraction
@@ -930,16 +930,16 @@
In this area an expansion due to Temme is used:
</p>
<p>
- 11) <span class="inlinemediaobject"><img src="../../../equations/igamma16.png"></span>
+ 11) <span class="inlinemediaobject"><img src="../../../equations/igamma16.svg"></span>
</p>
<p>
- 12) <span class="inlinemediaobject"><img src="../../../equations/igamma17.png"></span>
+ 12) <span class="inlinemediaobject"><img src="../../../equations/igamma17.svg"></span>
</p>
<p>
- 13) <span class="inlinemediaobject"><img src="../../../equations/igamma18.png"></span>
+ 13) <span class="inlinemediaobject"><img src="../../../equations/igamma18.svg"></span>
</p>
<p>
- 14) <span class="inlinemediaobject"><img src="../../../equations/igamma19.png"></span>
+ 14) <span class="inlinemediaobject"><img src="../../../equations/igamma19.svg"></span>
</p>
<p>
The double sum is truncated to a fixed number of terms - to give a specific
@@ -974,7 +974,7 @@
approximation</a> gives the greatest accuracy:
</p>
<p>
- 15) <span class="inlinemediaobject"><img src="../../../equations/igamma12.png"></span>
+ 15) <span class="inlinemediaobject"><img src="../../../equations/igamma12.svg"></span>
</p>
<p>
In the event that this causes underflow/overflow then the exponent can be
@@ -988,7 +988,7 @@
can be avoided by using:
</p>
<p>
- 16) <span class="inlinemediaobject"><img src="../../../equations/igamma13.png"></span>
+ 16) <span class="inlinemediaobject"><img src="../../../equations/igamma13.svg"></span>
</p>
<p>
when <span class="emphasis"><em>a-x</em></span> is small and a and x are large. There is still
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/igamma_inv.html b/libs/math/doc/html/math_toolkit/sf_gamma/igamma_inv.html
index c315b98f2..6d9fa71bc 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/igamma_inv.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/igamma_inv.html
@@ -3,8 +3,8 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Incomplete Gamma Function Inverses</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
<link rel="prev" href="igamma.html" title="Incomplete Gamma Functions">
<link rel="next" href="gamma_derivatives.html" title="Derivative of the Incomplete Gamma Function">
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/lgamma.html b/libs/math/doc/html/math_toolkit/sf_gamma/lgamma.html
index a8df176c2..5be633960 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/lgamma.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/lgamma.html
@@ -3,8 +3,8 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Log Gamma</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
<link rel="prev" href="tgamma.html" title="Gamma">
<link rel="next" href="digamma.html" title="Digamma">
@@ -57,7 +57,7 @@
is defined by:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/lgamm1.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/lgamm1.svg"></span>
</p>
<p>
The second form of the function takes a pointer to an integer, which if non-null
@@ -70,7 +70,7 @@
documentation for more details</a>.
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../graphs/lgamma.png" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/lgamma.svg" align="middle"></span>
</p>
<p>
There are effectively two versions of this function internally: a fully generic
@@ -359,7 +359,7 @@
for large arguments:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamma6.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamma6.svg"></span>
</p>
<p>
For small arguments, the logarithm of tgamma is used.
@@ -369,7 +369,7 @@
formula is used:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/lgamm3.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/lgamm3.svg"></span>
</p>
<p>
For types of known precision, the <a class="link" href="../lanczos.html" title="The Lanczos Approximation">Lanczos
@@ -378,7 +378,7 @@
<a class="link" href="../lanczos.html" title="The Lanczos Approximation">Lanczos approximation</a> is:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/lgamm4.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/lgamm4.svg"></span>
</p>
<p>
Where L<sub>e,g</sub> &#160; is the Lanczos sum, scaled by e<sup>g</sup>.
@@ -447,7 +447,7 @@
-&gt; 1</em></span>:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/lgamm5.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/lgamm5.svg"></span>
</p>
<p>
The C<sub>k</sub> &#160; terms in the above are the same as in the <a class="link" href="../lanczos.html" title="The Lanczos Approximation">Lanczos
@@ -457,7 +457,7 @@
A similar rearrangement can be performed at <span class="emphasis"><em>z = 2</em></span>:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/lgamm6.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/lgamm6.svg"></span>
</p>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/polygamma.html b/libs/math/doc/html/math_toolkit/sf_gamma/polygamma.html
new file mode 100644
index 000000000..de3526403
--- /dev/null
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/polygamma.html
@@ -0,0 +1,285 @@
+<html>
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
+<title>Polygamma</title>
+<link rel="stylesheet" href="../../math.css" type="text/css">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
+<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
+<link rel="prev" href="trigamma.html" title="Trigamma">
+<link rel="next" href="gamma_ratios.html" title="Ratios of Gamma Functions">
+</head>
+<body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
+<table cellpadding="2" width="100%"><tr>
+<td valign="top"><img alt="Boost C++ Libraries" width="277" height="86" src="../../../../../../boost.png"></td>
+<td align="center"><a href="../../../../../../index.html">Home</a></td>
+<td align="center"><a href="../../../../../../libs/libraries.htm">Libraries</a></td>
+<td align="center"><a href="http://www.boost.org/users/people.html">People</a></td>
+<td align="center"><a href="http://www.boost.org/users/faq.html">FAQ</a></td>
+<td align="center"><a href="../../../../../../more/index.htm">More</a></td>
+</tr></table>
+<hr>
+<div class="spirit-nav">
+<a accesskey="p" href="trigamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="gamma_ratios.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+</div>
+<div class="section">
+<div class="titlepage"><div><div><h3 class="title">
+<a name="math_toolkit.sf_gamma.polygamma"></a><a class="link" href="polygamma.html" title="Polygamma">Polygamma</a>
+</h3></div></div></div>
+<h5>
+<a name="math_toolkit.sf_gamma.polygamma.h0"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.polygamma.synopsis"></a></span><a class="link" href="polygamma.html#math_toolkit.sf_gamma.polygamma.synopsis">Synopsis</a>
+ </h5>
+<pre class="programlisting"><span class="preprocessor">#include</span> <span class="special">&lt;</span><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">special_functions</span><span class="special">/</span><span class="identifier">polygamma</span><span class="special">.</span><span class="identifier">hpp</span><span class="special">&gt;</span>
+</pre>
+<pre class="programlisting"><span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
+
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T</span><span class="special">&gt;</span>
+<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">polygamma</span><span class="special">(</span><span class="keyword">int</span> <span class="identifier">n</span><span class="special">,</span> <span class="identifier">T</span> <span class="identifier">z</span><span class="special">);</span>
+
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T</span><span class="special">,</span> <span class="keyword">class</span> <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a><span class="special">&gt;</span>
+<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">polygamma</span><span class="special">(</span><span class="keyword">int</span> <span class="identifier">n</span><span class="special">,</span> <span class="identifier">T</span> <span class="identifier">z</span><span class="special">,</span> <span class="keyword">const</span> <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a><span class="special">&amp;);</span>
+
+<span class="special">}}</span> <span class="comment">// namespaces</span>
+</pre>
+<h5>
+<a name="math_toolkit.sf_gamma.polygamma.h1"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.polygamma.description"></a></span><a class="link" href="polygamma.html#math_toolkit.sf_gamma.polygamma.description">Description</a>
+ </h5>
+<p>
+ Returns the polygamma function of <span class="emphasis"><em>x</em></span>. Polygamma is defined
+ as the n'th derivative of the digamma function:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma1.svg"></span>
+ </p>
+<p>
+ The following graphs illustrate the behaviour of the function for odd and
+ even order:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../graphs/polygamma2.svg" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/polygamma3.svg" align="middle"></span>
+ </p>
+<p>
+ The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
+ be used to control the behaviour of the function: how it handles errors,
+ what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">policy
+ documentation for more details</a>.
+ </p>
+<p>
+ The return type of this function is computed using the <a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>result
+ type calculation rules</em></span></a>: the result is of type <code class="computeroutput"><span class="keyword">double</span></code> when T is an integer type, and type
+ T otherwise.
+ </p>
+<h5>
+<a name="math_toolkit.sf_gamma.polygamma.h2"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.polygamma.accuracy"></a></span><a class="link" href="polygamma.html#math_toolkit.sf_gamma.polygamma.accuracy">Accuracy</a>
+ </h5>
+<p>
+ The following table shows the peak errors (in units of epsilon) found on
+ various platforms with various floating point types. Unless otherwise specified
+ any floating point type that is narrower than the one shown will have <a class="link" href="../relative_error.html#math_toolkit.relative_error.zero_error">effectively zero error</a>.
+ </p>
+<div class="informaltable"><table class="table">
+<colgroup>
+<col>
+<col>
+<col>
+<col>
+</colgroup>
+<thead><tr>
+<th>
+ <p>
+ Significand Size
+ </p>
+ </th>
+<th>
+ <p>
+ Platform and Compiler
+ </p>
+ </th>
+<th>
+ <p>
+ Small-medium positive arguments
+ </p>
+ </th>
+<th>
+ <p>
+ Small-medium negative x
+ </p>
+ </th>
+</tr></thead>
+<tbody>
+<tr>
+<td>
+ <p>
+ 53
+ </p>
+ </td>
+<td>
+ <p>
+ Win32 Visual C++ 12
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=5.0 Mean=1
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=1200 Mean=65
+ </p>
+ </td>
+</tr>
+<tr>
+<td>
+ <p>
+ 64
+ </p>
+ </td>
+<td>
+ <p>
+ Win64 Mingw GCC
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=16 Mean=3
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=33 Mean=3
+ </p>
+ </td>
+</tr>
+<tr>
+<td>
+ <p>
+ 113
+ </p>
+ </td>
+<td>
+ <p>
+ Win64 Mingw GCC __float128
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=6.5 Mean=1
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=30 Mean=4
+ </p>
+ </td>
+</tr>
+</tbody>
+</table></div>
+<p>
+ As shown above, error rates are generally very acceptable for moderately
+ sized arguments. Error rates should stay low for exact inputs, however, please
+ note that the function becomes exceptionally sensitive to small changes in
+ input for large n and negative x, indeed for cases where <span class="emphasis"><em>n!</em></span>
+ would overflow, the function changes directly from -&#8734; to +&#8734; somewhere between
+ each negative integer - <span class="emphasis"><em>these cases are not handled correctly</em></span>.
+ </p>
+<p>
+ <span class="bold"><strong>For these reasons results should be treated with extreme
+ caution when <span class="emphasis"><em>n</em></span> is large and x negative</strong></span>.
+ </p>
+<h5>
+<a name="math_toolkit.sf_gamma.polygamma.h3"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.polygamma.testing"></a></span><a class="link" href="polygamma.html#math_toolkit.sf_gamma.polygamma.testing">Testing</a>
+ </h5>
+<p>
+ Testing is against Mathematica generated spot values to 35 digit precision.
+ </p>
+<h5>
+<a name="math_toolkit.sf_gamma.polygamma.h4"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.polygamma.implementation"></a></span><a class="link" href="polygamma.html#math_toolkit.sf_gamma.polygamma.implementation">Implementation</a>
+ </h5>
+<p>
+ For x &lt; 0 the following reflection formula is used:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma2.svg"></span>
+ </p>
+<p>
+ The n'th derivative of <span class="emphasis"><em>cot(x)</em></span> is tabulated for small
+ <span class="emphasis"><em>n</em></span>, and for larger n has the general form:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma3.svg"></span>
+ </p>
+<p>
+ The coefficients of the cosine terms can be calculated iteratively starting
+ from <span class="emphasis"><em>C<sub>1,0</sub> = -1</em></span> and then using
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma7.svg"></span>
+ </p>
+<p>
+ to generate coefficients for n+1.
+ </p>
+<p>
+ Note that every other coefficient is zero, and therefore what we have are
+ even or odd polynomials depending on whether n is even or odd.
+ </p>
+<p>
+ Once x is positive then we have two methods available to us, for small x
+ we use the series expansion:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma4.svg"></span>
+ </p>
+<p>
+ Note that the evaluation of zeta functions at integer values is essentially
+ a table lookup as <a class="link" href="../zetas/zeta.html" title="Riemann Zeta Function">zeta</a> is
+ optimized for those cases.
+ </p>
+<p>
+ For large x we use the asymptotic expansion:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma5.svg"></span>
+ </p>
+<p>
+ For x in-between the two extremes we use the relation:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma6.svg"></span>
+ </p>
+<p>
+ to make x large enough for the asymptotic expansion to be used.
+ </p>
+<p>
+ There are also two special cases:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma8.svg"></span>
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/polygamma9.svg"></span>
+ </p>
+</div>
+<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
+<td align="left"></td>
+<td align="right"><div class="copyright-footer">Copyright &#169; 2006-2010, 2012-2014 Nikhar Agrawal,
+ Anton Bikineev, Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert
+ Holin, Bruno Lalande, John Maddock, Johan R&#229;de, Gautam Sewani, Benjamin Sobotta,
+ Thijs van den Berg, Daryle Walker and Xiaogang Zhang<p>
+ Distributed under the Boost Software License, Version 1.0. (See accompanying
+ 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>)
+ </p>
+</div></td>
+</tr></table>
+<hr>
+<div class="spirit-nav">
+<a accesskey="p" href="trigamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="gamma_ratios.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+</div>
+</body>
+</html>
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/tgamma.html b/libs/math/doc/html/math_toolkit/sf_gamma/tgamma.html
index 937d4e55b..5f2e09031 100644
--- a/libs/math/doc/html/math_toolkit/sf_gamma/tgamma.html
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/tgamma.html
@@ -3,8 +3,8 @@
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Gamma</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.78.1">
-<link rel="home" href="../../index.html" title="Math Toolkit 2.1.0">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
<link rel="prev" href="../sf_gamma.html" title="Gamma Functions">
<link rel="next" href="lgamma.html" title="Log Gamma">
@@ -62,10 +62,10 @@
Returns the "true gamma" (hence name tgamma) of value z:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamm1.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamm1.svg"></span>
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../graphs/tgamma.png" align="middle"></span>
+ <span class="inlinemediaobject"><img src="../../../graphs/tgamma.svg" align="middle"></span>
</p>
<p>
The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
@@ -393,7 +393,7 @@
function is implemented Sterling's approximation for lgamma for large z:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamma6.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamma6.svg"></span>
</p>
<p>
Following exponentiation, downward recursion is then used for small values
@@ -409,19 +409,19 @@
&gt; 1 via:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamm3.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamm3.svg"></span>
</p>
<p>
For very small z, this helps to preserve the identity:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamm4.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamm4.svg"></span>
</p>
<p>
For z &lt; -20 the reflection formula:
</p>
<p>
- <span class="inlinemediaobject"><img src="../../../equations/gamm5.png"></span>
+ <span class="inlinemediaobject"><img src="../../../equations/gamm5.svg"></span>
</p>
<p>
is used. Particular care has to be taken to evaluate the <code class="literal">z * sin(&#960; &#160; *
diff --git a/libs/math/doc/html/math_toolkit/sf_gamma/trigamma.html b/libs/math/doc/html/math_toolkit/sf_gamma/trigamma.html
new file mode 100644
index 000000000..b7d758b85
--- /dev/null
+++ b/libs/math/doc/html/math_toolkit/sf_gamma/trigamma.html
@@ -0,0 +1,217 @@
+<html>
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
+<title>Trigamma</title>
+<link rel="stylesheet" href="../../math.css" type="text/css">
+<meta name="generator" content="DocBook XSL Stylesheets V1.77.1">
+<link rel="home" href="../../index.html" title="Math Toolkit 2.2.0">
+<link rel="up" href="../sf_gamma.html" title="Gamma Functions">
+<link rel="prev" href="digamma.html" title="Digamma">
+<link rel="next" href="polygamma.html" title="Polygamma">
+</head>
+<body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
+<table cellpadding="2" width="100%"><tr>
+<td valign="top"><img alt="Boost C++ Libraries" width="277" height="86" src="../../../../../../boost.png"></td>
+<td align="center"><a href="../../../../../../index.html">Home</a></td>
+<td align="center"><a href="../../../../../../libs/libraries.htm">Libraries</a></td>
+<td align="center"><a href="http://www.boost.org/users/people.html">People</a></td>
+<td align="center"><a href="http://www.boost.org/users/faq.html">FAQ</a></td>
+<td align="center"><a href="../../../../../../more/index.htm">More</a></td>
+</tr></table>
+<hr>
+<div class="spirit-nav">
+<a accesskey="p" href="digamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="polygamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+</div>
+<div class="section">
+<div class="titlepage"><div><div><h3 class="title">
+<a name="math_toolkit.sf_gamma.trigamma"></a><a class="link" href="trigamma.html" title="Trigamma">Trigamma</a>
+</h3></div></div></div>
+<h5>
+<a name="math_toolkit.sf_gamma.trigamma.h0"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.trigamma.synopsis"></a></span><a class="link" href="trigamma.html#math_toolkit.sf_gamma.trigamma.synopsis">Synopsis</a>
+ </h5>
+<pre class="programlisting"><span class="preprocessor">#include</span> <span class="special">&lt;</span><span class="identifier">boost</span><span class="special">/</span><span class="identifier">math</span><span class="special">/</span><span class="identifier">special_functions</span><span class="special">/</span><span class="identifier">trigamma</span><span class="special">.</span><span class="identifier">hpp</span><span class="special">&gt;</span>
+</pre>
+<pre class="programlisting"><span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
+
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T</span><span class="special">&gt;</span>
+<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">trigamma</span><span class="special">(</span><span class="identifier">T</span> <span class="identifier">z</span><span class="special">);</span>
+
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">T</span><span class="special">,</span> <span class="keyword">class</span> <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a><span class="special">&gt;</span>
+<a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>calculated-result-type</em></span></a> <span class="identifier">trigamma</span><span class="special">(</span><span class="identifier">T</span> <span class="identifier">z</span><span class="special">,</span> <span class="keyword">const</span> <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a><span class="special">&amp;);</span>
+
+<span class="special">}}</span> <span class="comment">// namespaces</span>
+</pre>
+<h5>
+<a name="math_toolkit.sf_gamma.trigamma.h1"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.trigamma.description"></a></span><a class="link" href="trigamma.html#math_toolkit.sf_gamma.trigamma.description">Description</a>
+ </h5>
+<p>
+ Returns the trigamma function of <span class="emphasis"><em>x</em></span>. Trigamma is defined
+ as the derivative of the digamma function:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/trigamma1.svg"></span>
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../graphs/trigamma.svg" align="middle"></span>
+ </p>
+<p>
+ The final <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">Policy</a> argument is optional and can
+ be used to control the behaviour of the function: how it handles errors,
+ what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Chapter&#160;14.&#160;Policies: Controlling Precision, Error Handling etc">policy
+ documentation for more details</a>.
+ </p>
+<p>
+ The return type of this function is computed using the <a class="link" href="../result_type.html" title="Calculation of the Type of the Result"><span class="emphasis"><em>result
+ type calculation rules</em></span></a>: the result is of type <code class="computeroutput"><span class="keyword">double</span></code> when T is an integer type, and type
+ T otherwise.
+ </p>
+<h5>
+<a name="math_toolkit.sf_gamma.trigamma.h2"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.trigamma.accuracy"></a></span><a class="link" href="trigamma.html#math_toolkit.sf_gamma.trigamma.accuracy">Accuracy</a>
+ </h5>
+<p>
+ The following table shows the peak errors (in units of epsilon) found on
+ various platforms with various floating point types. Unless otherwise specified
+ any floating point type that is narrower than the one shown will have <a class="link" href="../relative_error.html#math_toolkit.relative_error.zero_error">effectively zero error</a>.
+ </p>
+<div class="informaltable"><table class="table">
+<colgroup>
+<col>
+<col>
+<col>
+</colgroup>
+<thead><tr>
+<th>
+ <p>
+ Significand Size
+ </p>
+ </th>
+<th>
+ <p>
+ Platform and Compiler
+ </p>
+ </th>
+<th>
+ <p>
+ Random Values
+ </p>
+ </th>
+</tr></thead>
+<tbody>
+<tr>
+<td>
+ <p>
+ 53
+ </p>
+ </td>
+<td>
+ <p>
+ Win32 Visual C++ 12
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=1.0 Mean=0.4
+ </p>
+ </td>
+</tr>
+<tr>
+<td>
+ <p>
+ 64
+ </p>
+ </td>
+<td>
+ <p>
+ Win64 Mingw GCC
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=1.4 Mean=0.4
+ </p>
+ </td>
+</tr>
+<tr>
+<td>
+ <p>
+ 113
+ </p>
+ </td>
+<td>
+ <p>
+ Win64 Mingw GCC __float128
+ </p>
+ </td>
+<td>
+ <p>
+ Peak=1.0 Mean=0.5
+ </p>
+ </td>
+</tr>
+</tbody>
+</table></div>
+<p>
+ As shown above, error rates are generally very low for built in types. For
+ multiprecision types, error rates are typically in the order of a few epsilon.
+ </p>
+<h5>
+<a name="math_toolkit.sf_gamma.trigamma.h3"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.trigamma.testing"></a></span><a class="link" href="trigamma.html#math_toolkit.sf_gamma.trigamma.testing">Testing</a>
+ </h5>
+<p>
+ Testing is against Mathematica generated spot values to 35 digit precision.
+ </p>
+<h5>
+<a name="math_toolkit.sf_gamma.trigamma.h4"></a>
+ <span class="phrase"><a name="math_toolkit.sf_gamma.trigamma.implementation"></a></span><a class="link" href="trigamma.html#math_toolkit.sf_gamma.trigamma.implementation">Implementation</a>
+ </h5>
+<p>
+ The arbitrary precision version of this function simply calls <a class="link" href="polygamma.html" title="Polygamma">polygamma</a>.
+ </p>
+<p>
+ For built in fixed precision types, negative arguments are first made positive
+ via:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/trigamma2.svg"></span>
+ </p>
+<p>
+ Then arguments in the range [0, 1) are shifted to &gt;= 1 via:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/trigamma3.svg"></span>
+ </p>
+<p>
+ Then evaluation is via one of a number of rational approximations, for small
+ x these are of the form:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/trigamma4.svg"></span>
+ </p>
+<p>
+ and for large x of the form:
+ </p>
+<p>
+ <span class="inlinemediaobject"><img src="../../../equations/trigamma5.svg"></span>
+ </p>
+</div>
+<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
+<td align="left"></td>
+<td align="right"><div class="copyright-footer">Copyright &#169; 2006-2010, 2012-2014 Nikhar Agrawal,
+ Anton Bikineev, Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert
+ Holin, Bruno Lalande, John Maddock, Johan R&#229;de, Gautam Sewani, Benjamin Sobotta,
+ Thijs van den Berg, Daryle Walker and Xiaogang Zhang<p>
+ Distributed under the Boost Software License, Version 1.0. (See accompanying
+ 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>)
+ </p>
+</div></td>
+</tr></table>
+<hr>
+<div class="spirit-nav">
+<a accesskey="p" href="digamma.html"><img src="../../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../sf_gamma.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="polygamma.html"><img src="../../../../../../doc/src/images/next.png" alt="Next"></a>
+</div>
+</body>
+</html>