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<div class="section">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
<a name="math_toolkit.archetypes"></a><a class="link" href="archetypes.html" title="Conceptual Archetypes for Reals and Distributions">Conceptual Archetypes for Reals
and Distributions</a>
</h2></div></div></div>
<p>
There are a few concept archetypes available:
</p>
<div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
<li class="listitem">
Real concept for floating-point types.
</li>
<li class="listitem">
distribution Concept for statistical distributions.
</li>
</ul></div>
<h6>
<a name="math_toolkit.archetypes.h0"></a>
<span class="phrase"><a name="math_toolkit.archetypes.real_concept"></a></span><a class="link" href="archetypes.html#math_toolkit.archetypes.real_concept">Real
concept</a>
</h6>
<p>
<code class="computeroutput"><span class="identifier">std_real_concept</span></code> is an archetype
for theReal types, including the built-in float, double, long double.
</p>
<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">concepts</span><span class="special">/</span><span class="identifier">std_real_concept</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">namespace</span> <span class="identifier">concepts</span>
<span class="special">{</span>
<span class="keyword">class</span> <span class="identifier">std_real_concept</span><span class="special">;</span>
<span class="special">}</span>
<span class="special">}}</span> <span class="comment">// namespaces</span>
</pre>
<p>
The main purpose in providing this type is to verify that standard library
functions are found via a using declaration - bringing those functions into
the current scope - and not just because they happen to be in global scope.
</p>
<p>
In order to ensure that a call to say <code class="computeroutput"><span class="identifier">pow</span></code>
can be found either via argument dependent lookup, or failing that then in
the std namespace: all calls to standard library functions are unqualified,
with the std:: versions found via a <code class="computeroutput"><span class="keyword">using</span></code>
declaration to make them visible in the current scope. Unfortunately it's all
to easy to forget the <code class="computeroutput"><span class="keyword">using</span></code> declaration,
and call the double version of the function that happens to be in the global
scope by mistake.
</p>
<p>
For example if the code calls ::pow rather than std::pow, the code will cleanly
compile, but truncation of long doubles to double will cause a significant
loss of precision. In contrast a template instantiated with std_real_concept
will <span class="bold"><strong>only</strong></span> compile if the all the standard
library functions used have been brought into the current scope with a using
declaration.
</p>
<h3>
<a name="math_toolkit.archetypes.h1"></a>
<span class="phrase"><a name="math_toolkit.archetypes.testing_the_real_concept"></a></span><a class="link" href="archetypes.html#math_toolkit.archetypes.testing_the_real_concept">Testing
the real concept</a>
</h3>
<p>
There is a test program <a href="../../../test/std_real_concept_check.cpp" target="_top">libs/math/test/std_real_concept_check.cpp</a>
that instantiates every template in this library with type <code class="computeroutput"><span class="identifier">std_real_concept</span></code>
to verify its usage of standard library functions.
</p>
<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">concepts</span><span class="special">/</span><span class="identifier">real_concept</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">namespace</span> <span class="identifier">concepts</span><span class="special">{</span>
<span class="keyword">class</span> <span class="identifier">real_concept</span><span class="special">;</span>
<span class="special">}}}</span> <span class="comment">// namespaces</span>
</pre>
<p>
<code class="computeroutput"><span class="identifier">real_concept</span></code> is an archetype
for <a class="link" href="concepts.html" title="Conceptual Requirements for Real Number Types">user defined real types</a>, it
declares its standard library functions in its own namespace: these will only
be found if they are called unqualified allowing argument dependent lookup
to locate them. In addition this type is useable at runtime: this allows code
that would not otherwise be exercised by the built-in floating point types
to be tested. There is no std::numeric_limits&lt;&gt; support for this type,
since numeric_limits is not a conceptual requirement for <a class="link" href="concepts.html" title="Conceptual Requirements for Real Number Types">RealType</a>s.
</p>
<p>
NTL RR is an example of a type meeting the requirements that this type models,
but note that use of a thin wrapper class is required: refer to <a class="link" href="high_precision/use_ntl.html" title="Using NTL Library">"Using
With NTL - a High-Precision Floating-Point Library"</a>.
</p>
<p>
There is no specific test case for type <code class="computeroutput"><span class="identifier">real_concept</span></code>,
instead, since this type is usable at runtime, each individual test case as
well as testing <code class="computeroutput"><span class="keyword">float</span></code>, <code class="computeroutput"><span class="keyword">double</span></code> and <code class="computeroutput"><span class="keyword">long</span>
<span class="keyword">double</span></code>, also tests <code class="computeroutput"><span class="identifier">real_concept</span></code>.
</p>
<h3>
<a name="math_toolkit.archetypes.h2"></a>
<span class="phrase"><a name="math_toolkit.archetypes.distribution_concept"></a></span><a class="link" href="archetypes.html#math_toolkit.archetypes.distribution_concept">Distribution
Concept</a>
</h3>
<p>
Distribution Concept models statistical distributions.
</p>
<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">concepts</span><span class="special">/</span><span class="identifier">distribution</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">namespace</span> <span class="identifier">concepts</span>
<span class="special">{</span>
<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">&gt;</span>
<span class="keyword">class</span> <span class="identifier">distribution_archetype</span><span class="special">;</span>
<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Distribution</span><span class="special">&gt;</span>
<span class="keyword">struct</span> <span class="identifier">DistributionConcept</span><span class="special">;</span>
<span class="special">}}}</span> <span class="comment">// namespaces</span>
</pre>
<p>
The class template <code class="computeroutput"><span class="identifier">distribution_archetype</span></code>
is a model of the <a class="link" href="dist_concept.html" title="Conceptual Requirements for Distribution Types">Distribution concept</a>.
</p>
<p>
The class template <code class="computeroutput"><span class="identifier">DistributionConcept</span></code>
is a <a href="../../../../../libs/concept_check/index.html" target="_top">concept checking
class</a> for distribution types.
</p>
<h3>
<a name="math_toolkit.archetypes.h3"></a>
<span class="phrase"><a name="math_toolkit.archetypes.testing_the_distribution_concept"></a></span><a class="link" href="archetypes.html#math_toolkit.archetypes.testing_the_distribution_concept">Testing
the distribution concept</a>
</h3>
<p>
The test program <a href="../../../test/compile_test/distribution_concept_check.cpp" target="_top">distribution_concept_check.cpp</a>
is responsible for using <code class="computeroutput"><span class="identifier">DistributionConcept</span></code>
to verify that all the distributions in this library conform to the <a class="link" href="dist_concept.html" title="Conceptual Requirements for Distribution Types">Distribution
concept</a>.
</p>
<p>
The class template <code class="computeroutput"><span class="identifier">DistributionConcept</span></code>
verifies the existence (but not proper function) of the non-member accessors
required by the <a class="link" href="dist_concept.html" title="Conceptual Requirements for Distribution Types">Distribution concept</a>.
These are checked by calls like
</p>
<p>
v = pdf(dist, x); // (Result v is ignored).
</p>
<p>
And in addition, those that accept two arguments do the right thing when the
arguments are of different types (the result type is always the same as the
distribution's value_type). (This is implemented by some additional forwarding-functions
in derived_accessors.hpp, so that there is no need for any code changes. Likewise
boilerplate versions of the hazard/chf/coefficient_of_variation functions are
implemented in there too.)
</p>
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<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
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