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<title>Algorithms_in_C++: machine_learning::aystar_search::AyStarSearch&lt; Puzzle &gt; Class Template Reference</title>
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<p>A class defining <a href="https://en.wikipedia.org/wiki/A*_search_algorithm" target="_blank">A* search algorithm</a>. for some initial state and final state.
<a href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#details">More...</a></p>
<a href="#details">More...</a></p>
<div class="dynheader">
Collaboration diagram for machine_learning::aystar_search::AyStarSearch&lt; Puzzle &gt;:</div>
<div class="dyncontent">
@@ -127,31 +129,28 @@ Classes</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-types" name="pub-types"></a>
Public Types</h2></td></tr>
<tr class="memitem:ad37c0d6640f887d001dbf562deba4971" id="r_ad37c0d6640f887d001dbf562deba4971"><td class="memItemLeft" align="right" valign="top"><a id="ad37c0d6640f887d001dbf562deba4971" name="ad37c0d6640f887d001dbf562deba4971"></a>
using&#160;</td><td class="memItemRight" valign="bottom"><b>MapOfPuzzleInfoWithPuzzleInfo</b> = <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/map.html">std::map</a>&lt; <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html">Info</a> &gt;, <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html">Info</a> &gt;, <a class="el" href="../../d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html">comparison_operator</a> &gt;</td></tr>
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using&#160;</td><td class="memItemRight" valign="bottom"><b>MapOfPuzzleInfoWithInteger</b> = <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/map.html">std::map</a>&lt; <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html">Info</a> &gt;, uint32_t, <a class="el" href="../../d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html">comparison_operator</a> &gt;</td></tr>
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using&#160;</td><td class="memItemRight" valign="bottom"><b>SetOfPuzzleInfo</b> = <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/set.html">std::set</a>&lt; <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html">Info</a> &gt;, <a class="el" href="../../d3/d2a/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1comparison__operator.html">comparison_operator</a> &gt;</td></tr>
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<tr class="memitem:a9e0065bda9eeaa2247a32e89f326b9a8" id="r_a9e0065bda9eeaa2247a32e89f326b9a8"><td class="memItemLeft" align="right" valign="top">using&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a9e0065bda9eeaa2247a32e89f326b9a8">MapOfPuzzleInfoWithPuzzleInfo</a></td></tr>
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</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:abaff2ea6d309e1133fd95bbd1e39946e" id="r_abaff2ea6d309e1133fd95bbd1e39946e"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#abaff2ea6d309e1133fd95bbd1e39946e">AyStarSearch</a> (const Puzzle &amp;initial, const Puzzle &amp;final)</td></tr>
<tr class="memitem:abaff2ea6d309e1133fd95bbd1e39946e" id="r_abaff2ea6d309e1133fd95bbd1e39946e"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#abaff2ea6d309e1133fd95bbd1e39946e">AyStarSearch</a> (const Puzzle &amp;initial, const Puzzle &amp;final)</td></tr>
<tr class="memdesc:abaff2ea6d309e1133fd95bbd1e39946e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Parameterized constructor for <a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html" title="A class defining A* search algorithm. for some initial state and final state.">AyStarSearch</a>. <br /></td></tr>
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<tr class="memitem:a0a26aa9ad3d73707370d9fe83707aca4" id="r_a0a26aa9ad3d73707370d9fe83707aca4"><td class="memItemLeft" align="right" valign="top"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>&lt; Puzzle &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a0a26aa9ad3d73707370d9fe83707aca4">Solution</a> (<a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html">Info</a> &gt; FinalState, const <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/map.html">MapOfPuzzleInfoWithPuzzleInfo</a> &amp;parent_of)</td></tr>
<tr class="memdesc:a0a26aa9ad3d73707370d9fe83707aca4"><td class="mdescLeft">&#160;</td><td class="mdescRight">A helper solution: launches when a solution for <a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html" title="A class defining A* search algorithm. for some initial state and final state.">AyStarSearch</a> is found. <br /></td></tr>
<tr class="separator:a0a26aa9ad3d73707370d9fe83707aca4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a48284e156fdd48fd0c41008c7e48f201" id="r_a48284e156fdd48fd0c41008c7e48f201"><td class="memItemLeft" align="right" valign="top"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>&lt; Puzzle &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html#a48284e156fdd48fd0c41008c7e48f201">a_star_search</a> (const <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/utility/functional/function.html">std::function</a>&lt; uint32_t(const Puzzle &amp;, const Puzzle &amp;)&gt; &amp;dist, const uint32_t permissible_depth=30)</td></tr>
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<tr class="separator:a48284e156fdd48fd0c41008c7e48f201"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pri-types" name="pri-types"></a>
Private Types</h2></td></tr>
<tr class="memitem:a47b9bc9815a2e7123ac1dc13e5377301" id="r_a47b9bc9815a2e7123ac1dc13e5377301"><td class="memItemLeft" align="right" valign="top"><a id="a47b9bc9815a2e7123ac1dc13e5377301" name="a47b9bc9815a2e7123ac1dc13e5377301"></a>
typedef struct <a class="el" href="../../da/d70/structmachine__learning_1_1aystar__search_1_1_ay_star_search_1_1_info.html">machine_learning::aystar_search::AyStarSearch::Info</a>&#160;</td><td class="memItemRight" valign="bottom"><b>Info</b></td></tr>
typedef struct machine_learning::aystar_search::AyStarSearch::Info&#160;</td><td class="memItemRight" valign="bottom"><b>Info</b></td></tr>
<tr class="memdesc:a47b9bc9815a2e7123ac1dc13e5377301"><td class="mdescLeft">&#160;</td><td class="mdescRight">Struct that handles all the information related to the current state. <br /></td></tr>
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</table><table class="memberdecls">
@@ -177,7 +176,66 @@ class machine_learning::aystar_search::AyStarSearch&lt; Puzzle &gt;</div><p>A cl
<li>For <code><a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html" title="A class defining A* search algorithm. for some initial state and final state.">AyStarSearch</a></code> to work, the definitions for template Puzzle is compulsory. a. Comparison operator for template Puzzle (<code>&lt;</code>, <code>==</code>, and <code>&lt;=</code>) b. <code>generate_possible_moves()</code> </li>
</ol>
</dd></dl>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
</div><h2 class="groupheader">Member Typedef Documentation</h2>
<a id="a0c683b037f42e827a16420ce8bccfab9" name="a0c683b037f42e827a16420ce8bccfab9"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0c683b037f42e827a16420ce8bccfab9">&#9670;&#160;</a></span>MapOfPuzzleInfoWithInteger</h2>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename Puzzle &gt; </div>
<table class="memname">
<tr>
<td class="memname">using <a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html">machine_learning::aystar_search::AyStarSearch</a>&lt; Puzzle &gt;::MapOfPuzzleInfoWithInteger</td>
</tr>
</table>
</div><div class="memdoc">
<b>Initial value:</b><div class="fragment"><div class="line"> </div>
<div class="line"> <a class="code hl_classRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/map.html">std::map&lt;std::shared_ptr&lt;Info&gt;</a>, uint32_t, comparison_operator&gt;</div>
<div class="ttc" id="amap_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/container/map.html">std::map</a></div></div>
</div><!-- fragment -->
</div>
</div>
<a id="a9e0065bda9eeaa2247a32e89f326b9a8" name="a9e0065bda9eeaa2247a32e89f326b9a8"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a9e0065bda9eeaa2247a32e89f326b9a8">&#9670;&#160;</a></span>MapOfPuzzleInfoWithPuzzleInfo</h2>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename Puzzle &gt; </div>
<table class="memname">
<tr>
<td class="memname">using <a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html">machine_learning::aystar_search::AyStarSearch</a>&lt; Puzzle &gt;::MapOfPuzzleInfoWithPuzzleInfo</td>
</tr>
</table>
</div><div class="memdoc">
<b>Initial value:</b><div class="fragment"><div class="line"> </div>
<div class="line"> <a class="code hl_classRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/map.html">std::map&lt;std::shared_ptr&lt;Info&gt;</a>, <a class="code hl_classRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr&lt;Info&gt;</a>,</div>
<div class="line"> comparison_operator&gt;</div>
<div class="ttc" id="ashared_ptr_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a></div></div>
</div><!-- fragment -->
</div>
</div>
<a id="ae8c3627dd2c94f297eb0fbbcad4ad101" name="ae8c3627dd2c94f297eb0fbbcad4ad101"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae8c3627dd2c94f297eb0fbbcad4ad101">&#9670;&#160;</a></span>SetOfPuzzleInfo</h2>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename Puzzle &gt; </div>
<table class="memname">
<tr>
<td class="memname">using <a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html">machine_learning::aystar_search::AyStarSearch</a>&lt; Puzzle &gt;::SetOfPuzzleInfo</td>
</tr>
</table>
</div><div class="memdoc">
<b>Initial value:</b><div class="fragment"><div class="line"> </div>
<div class="line"> <a class="code hl_classRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/set.html">std::set&lt;std::shared_ptr&lt;Info&gt;</a>, comparison_operator&gt;</div>
<div class="ttc" id="aset_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/container/set.html">std::set</a></div></div>
</div><!-- fragment -->
</div>
</div>
<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="abaff2ea6d309e1133fd95bbd1e39946e" name="abaff2ea6d309e1133fd95bbd1e39946e"></a>
<h2 class="memtitle"><span class="permalink"><a href="#abaff2ea6d309e1133fd95bbd1e39946e">&#9670;&#160;</a></span>AyStarSearch()</h2>
@@ -192,19 +250,12 @@ template&lt;typename Puzzle &gt; </div>
<tr>
<td class="memname"><a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html">machine_learning::aystar_search::AyStarSearch</a>&lt; Puzzle &gt;::AyStarSearch </td>
<td>(</td>
<td class="paramtype">const Puzzle &amp;&#160;</td>
<td class="paramname"><em>initial</em>, </td>
<td class="paramtype">const Puzzle &amp;</td> <td class="paramname"><span class="paramname"><em>initial</em>, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const Puzzle &amp;&#160;</td>
<td class="paramname"><em>final</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
<td class="paramtype">const Puzzle &amp;</td> <td class="paramname"><span class="paramname"><em>final</em></span>&#160;)</td>
</tr>
</table>
</td>
@@ -244,19 +295,12 @@ template&lt;typename Puzzle &gt; </div>
<tr>
<td class="memname"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>&lt; Puzzle &gt; <a class="el" href="../../da/d02/classmachine__learning_1_1aystar__search_1_1_ay_star_search.html">machine_learning::aystar_search::AyStarSearch</a>&lt; Puzzle &gt;::a_star_search </td>
<td>(</td>
<td class="paramtype">const <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/utility/functional/function.html">std::function</a>&lt; uint32_t(const Puzzle &amp;, const Puzzle &amp;)&gt; &amp;&#160;</td>
<td class="paramname"><em>dist</em>, </td>
<td class="paramtype">const <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/utility/functional/function.html">std::function</a>&lt; uint32_t(const Puzzle &amp;, const Puzzle &amp;)&gt; &amp;</td> <td class="paramname"><span class="paramname"><em>dist</em>, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const uint32_t&#160;</td>
<td class="paramname"><em>permissible_depth</em> = <code>30</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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