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  4. <title>Tolerance-based comparisons</title>
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  25. <div class="section">
  26. <div class="titlepage"><div><div><h5 class="title">
  27. <a name="boost_test.testing_tools.extended_comparison.floating_point.floating_points_comparison_impl"></a><a class="link" href="floating_points_comparison_impl.html" title="Tolerance-based comparisons">Tolerance-based
  28. comparisons</a>
  29. </h5></div></div></div>
  30. <p>
  31. Assertions in the <span class="emphasis"><em>Unit Test Framework</em></span> use two kinds
  32. of comparison. For <code class="computeroutput"><span class="identifier">u</span></code>
  33. being close to zero with absolute tolerance <code class="computeroutput"><span class="identifier">eps</span></code>:
  34. </p>
  35. <pre class="programlisting"><span class="identifier">abs</span><span class="special">(</span><span class="identifier">u</span><span class="special">)</span> <span class="special">&lt;=</span> <span class="identifier">eps</span><span class="special">;</span> <span class="comment">// (abs)</span>
  36. </pre>
  37. <p>
  38. For <code class="computeroutput"><span class="identifier">u</span></code> and <code class="computeroutput"><span class="identifier">v</span></code> being close with relative tolerance
  39. <code class="computeroutput"><span class="identifier">eps</span></code>:
  40. </p>
  41. <pre class="programlisting"> <span class="identifier">abs</span><span class="special">(</span><span class="identifier">u</span> <span class="special">-</span> <span class="identifier">v</span><span class="special">)/</span><span class="identifier">abs</span><span class="special">(</span><span class="identifier">u</span><span class="special">)</span> <span class="special">&lt;=</span> <span class="identifier">eps</span>
  42. <span class="special">&amp;&amp;</span> <span class="identifier">abs</span><span class="special">(</span><span class="identifier">u</span> <span class="special">-</span> <span class="identifier">v</span><span class="special">)/</span><span class="identifier">abs</span><span class="special">(</span><span class="identifier">v</span><span class="special">)</span> <span class="special">&lt;=</span> <span class="identifier">eps</span><span class="special">;</span> <span class="comment">// (rel)</span>
  43. </pre>
  44. <p>
  45. For rationale for choosing these formulae, see section <a class="link" href="floating_points_comparison_theory.html" title="Theory behind floating point comparisons">Floating
  46. point comparison algorithms</a>.
  47. </p>
  48. <p>
  49. Assertion <a class="link" href="../../../utf_reference/testing_tool_ref/assertion_boost_test_universal_macro.html" title="BOOST_TEST"><code class="computeroutput"><span class="identifier">BOOST_TEST</span></code></a> (when comparing floating-point
  50. numbers) uses the following algorithm:
  51. </p>
  52. <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
  53. <li class="listitem">
  54. When either value <code class="computeroutput"><span class="identifier">u</span></code>
  55. or <code class="computeroutput"><span class="identifier">v</span></code> is zero, evaluates
  56. formula (abs) on the other value.
  57. </li>
  58. <li class="listitem">
  59. When the specified tolerance is zero, performs direct (native) comparison
  60. between <code class="computeroutput"><span class="identifier">u</span></code> and <code class="computeroutput"><span class="identifier">v</span></code>.
  61. </li>
  62. <li class="listitem">
  63. Otherwise, performs formula (rel) on <code class="computeroutput"><span class="identifier">u</span></code>
  64. and <code class="computeroutput"><span class="identifier">v</span></code>.
  65. </li>
  66. </ul></div>
  67. <div class="note"><table border="0" summary="Note">
  68. <tr>
  69. <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../doc/src/images/note.png"></td>
  70. <th align="left">Note</th>
  71. </tr>
  72. <tr><td align="left" valign="top">
  73. <p>
  74. Therefore in order to check if a number is close to zero with tolerance,
  75. you need to type:
  76. </p>
  77. <pre class="programlisting"><span class="identifier">BOOST_TEST</span><span class="special">(</span><span class="identifier">v</span> <span class="special">==</span> <span class="identifier">T</span><span class="special">(</span><span class="number">0</span><span class="special">),</span> <span class="identifier">tt</span><span class="special">::</span><span class="identifier">tolerance</span><span class="special">(</span><span class="identifier">eps</span><span class="special">));</span>
  78. </pre>
  79. </td></tr>
  80. </table></div>
  81. <p>
  82. The compatibility assertions <a class="link" href="../../../utf_reference/testing_tool_ref/assertion_boost_level_close.html" title="BOOST_&lt;level&gt;_CLOSE"><code class="computeroutput"><span class="identifier">BOOST_</span><span class="special">&lt;</span><span class="identifier">level</span><span class="special">&gt;</span><span class="identifier">_CLOSE</span></code></a> and <a class="link" href="../../../utf_reference/testing_tool_ref/assertion_boost_level_close_fraction.html" title="BOOST_&lt;level&gt;_CLOSE_FRACTION"><code class="computeroutput"><span class="identifier">BOOST_</span><span class="special">&lt;</span><span class="identifier">level</span><span class="special">&gt;</span><span class="identifier">_CLOSE_FRACTION</span></code></a> perform formula
  83. (rel).
  84. </p>
  85. <p>
  86. The compatibility assertion <a class="link" href="../../../utf_reference/testing_tool_ref/assertion_boost_level_small.html" title="BOOST_&lt;level&gt;_SMALL"><code class="computeroutput"><span class="identifier">BOOST_</span><span class="special">&lt;</span><span class="identifier">level</span><span class="special">&gt;</span><span class="identifier">_SMALL</span></code></a> performs formula (abs).
  87. </p>
  88. <p>
  89. The <span class="emphasis"><em>Unit Test Framework</em></span> also provides unary predicate
  90. <code class="computeroutput"><a class="link" href="../../../../boost/math/fpc/small_with_tolerance.html" title="Class template small_with_tolerance">small_with_tolerance</a></code> and
  91. binary predicate predicate <code class="computeroutput"><a class="link" href="../../../../boost/math/fpc/close_at_tolerance.html" title="Class template close_at_tolerance">close_at_tolerance</a></code> that
  92. implement formula (abs) and (rel) respectively.
  93. </p>
  94. <h4>
  95. <a name="boost_test.testing_tools.extended_comparison.floating_point.floating_points_comparison_impl.h0"></a>
  96. <span class="phrase"><a name="boost_test.testing_tools.extended_comparison.floating_point.floating_points_comparison_impl.tolerance_in_operator"></a></span><a class="link" href="floating_points_comparison_impl.html#boost_test.testing_tools.extended_comparison.floating_point.floating_points_comparison_impl.tolerance_in_operator">Tolerance
  97. in <code class="computeroutput"><span class="keyword">operator</span><span class="special">&lt;</span></code></a>
  98. </h4>
  99. <p>
  100. Tolerance-based computations also apply to <code class="computeroutput"><span class="keyword">operator</span><span class="special">&lt;</span></code> and other relational operators. The
  101. semantics are defined as follows:
  102. </p>
  103. <div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; ">
  104. <li class="listitem">
  105. <span class="emphasis"><em>less-at-tolerance</em></span> &lt;==&gt; <span class="emphasis"><em>strictly-less</em></span>
  106. and not <span class="emphasis"><em>close-at-tolerance</em></span>
  107. </li>
  108. <li class="listitem">
  109. <span class="emphasis"><em>greater-at-tolerance</em></span> &lt;==&gt; <span class="emphasis"><em>strictly-greater</em></span>
  110. and not <span class="emphasis"><em>close-at-tolerance</em></span>
  111. </li>
  112. <li class="listitem">
  113. <span class="emphasis"><em>less-or-equal-at-tolerance</em></span> &lt;==&gt; <span class="emphasis"><em>strictly-less</em></span>
  114. or <span class="emphasis"><em>close-at-tolerance</em></span>
  115. </li>
  116. <li class="listitem">
  117. <span class="emphasis"><em>greater-or-equal-at-tolerance</em></span> &lt;==&gt; <span class="emphasis"><em>strictly-greater</em></span>
  118. or <span class="emphasis"><em>close-at-tolerance</em></span>
  119. </li>
  120. </ul></div>
  121. <div class="note"><table border="0" summary="Note">
  122. <tr>
  123. <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../doc/src/images/note.png"></td>
  124. <th align="left">Note</th>
  125. </tr>
  126. <tr><td align="left" valign="top"><p>
  127. This implies that the exactly one of these: <code class="computeroutput"><span class="identifier">u</span>
  128. <span class="special">&lt;</span> <span class="identifier">v</span></code>,
  129. <code class="computeroutput"><span class="identifier">u</span> <span class="special">==</span>
  130. <span class="identifier">v</span></code>, <code class="computeroutput"><span class="identifier">u</span>
  131. <span class="special">&gt;</span> <span class="identifier">v</span></code>,
  132. passes with <a class="link" href="../../../utf_reference/testing_tool_ref/assertion_boost_test_universal_macro.html" title="BOOST_TEST"><code class="computeroutput"><span class="identifier">BOOST_TEST</span></code></a> at any given tolerance.
  133. </p></td></tr>
  134. </table></div>
  135. <div class="caution"><table border="0" summary="Caution">
  136. <tr>
  137. <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../doc/src/images/caution.png"></td>
  138. <th align="left">Caution</th>
  139. </tr>
  140. <tr><td align="left" valign="top"><p>
  141. Relation <span class="emphasis"><em>less-at-tolerance</em></span> is not a <span class="emphasis"><em>Strict
  142. Weak Ordering</em></span> as it lacks the <span class="emphasis"><em>transitivity of
  143. the equivalence</em></span>; using it as predicate in <code class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">map</span></code> or any order-based STL algorithm
  144. would result in undefined behavior.
  145. </p></td></tr>
  146. </table></div>
  147. </div>
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  151. contributors<p>
  152. Distributed under the Boost Software License, Version 1.0. (See accompanying
  153. 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>)
  154. </p>
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