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<div id="projectbrief">Simulate the change in energy and magnetization in a ferro magnet</div>
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<p>Implementation of the monte carlo functions.
<a href="#details">More...</a></p>
<div class="textblock"><code>#include &quot;<a class="el" href="monte__carlo_8hpp_source.html">monte_carlo.hpp</a>&quot;</code><br />
</div>
<p><a href="monte__carlo_8cpp_source.html">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a781d946de16211ba18ad6671a5b6838d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="monte__carlo_8hpp.html#a781d946de16211ba18ad6671a5b6838d">montecarlo::progression</a> (double T, int L, int cycles, const std::string filename, int burn_in_time=BURN_IN_TIME)</td></tr>
<tr class="memdesc:a781d946de16211ba18ad6671a5b6838d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Write the expected values for each Monte Carlo cycles to file. <br /></td></tr>
<tr class="separator:a781d946de16211ba18ad6671a5b6838d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1549fc386bd3cdd1cdbe0261b9dd8415"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="monte__carlo_8hpp.html#a1549fc386bd3cdd1cdbe0261b9dd8415">montecarlo::progression</a> (double T, int L, int cycles, int value, const std::string filename, int burn_in_time=BURN_IN_TIME)</td></tr>
<tr class="memdesc:a1549fc386bd3cdd1cdbe0261b9dd8415"><td class="mdescLeft">&#160;</td><td class="mdescRight">Write the expected values for each Monte Carlo cycles to file. <br /></td></tr>
<tr class="separator:a1549fc386bd3cdd1cdbe0261b9dd8415"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aea2dd1b5fac7c45633bc6f8dc4541226"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="monte__carlo_8hpp.html#aea2dd1b5fac7c45633bc6f8dc4541226">montecarlo::pd_estimate</a> (double T, int L, int cycles, const std::string filename, int burn_in_time=BURN_IN_TIME)</td></tr>
<tr class="memdesc:aea2dd1b5fac7c45633bc6f8dc4541226"><td class="mdescLeft">&#160;</td><td class="mdescRight">Estimate the probability distribution for the energy. <br /></td></tr>
<tr class="separator:aea2dd1b5fac7c45633bc6f8dc4541226"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae67483ff00d1b0594d543261c8283ffd"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classdata__t.html">data_t</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="monte__carlo_8hpp.html#ae67483ff00d1b0594d543261c8283ffd">montecarlo::mcmc_serial</a> (int L, double T, int cycles, int burn_in_time=BURN_IN_TIME)</td></tr>
<tr class="memdesc:ae67483ff00d1b0594d543261c8283ffd"><td class="mdescLeft">&#160;</td><td class="mdescRight">Execute the Metropolis algorithm for a certain amount of Monte Carlo cycles. <br /></td></tr>
<tr class="separator:ae67483ff00d1b0594d543261c8283ffd"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae1e7f904ecfc3d8f3c4dd1ef155dd771"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classdata__t.html">data_t</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="monte__carlo_8hpp.html#ae1e7f904ecfc3d8f3c4dd1ef155dd771">montecarlo::mcmc_parallel</a> (int L, double T, int cycles, int burn_in_time=BURN_IN_TIME)</td></tr>
<tr class="memdesc:ae1e7f904ecfc3d8f3c4dd1ef155dd771"><td class="mdescLeft">&#160;</td><td class="mdescRight">Execute the Metropolis algorithm for a certain amount of Monte Carlo cycles in parallel. <br /></td></tr>
<tr class="separator:ae1e7f904ecfc3d8f3c4dd1ef155dd771"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a34e9c3e24f26760693266b8a7b6b3d21"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="monte__carlo_8hpp.html#a34e9c3e24f26760693266b8a7b6b3d21">montecarlo::phase_transition</a> (int L, double start_T, double end_T, int points_T, int cycles, std::function&lt; <a class="el" href="classdata__t.html">data_t</a>(int, double, int, int)&gt; monte_carlo, std::string outfile, int burn_in_time=BURN_IN_TIME)</td></tr>
<tr class="memdesc:a34e9c3e24f26760693266b8a7b6b3d21"><td class="mdescLeft">&#160;</td><td class="mdescRight">Perform the MCMC algorithm using a range of temperatures. <br /></td></tr>
<tr class="separator:a34e9c3e24f26760693266b8a7b6b3d21"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Implementation of the monte carlo functions. </p>
<dl class="section author"><dt>Author</dt><dd>Cory Alexander Balaton (coryab) </dd>
<dd>
Janita Ovidie Sandtrøen Willumsen (janitaws)</dd></dl>
<dl class="section version"><dt>Version</dt><dd>1.0</dd></dl>
<dl class="bug"><dt><b><a class="el" href="bug.html#_bug000009">Bug:</a></b></dt><dd>No known bugs </dd></dl>
<p class="definition">Definition in file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="ae1e7f904ecfc3d8f3c4dd1ef155dd771" name="ae1e7f904ecfc3d8f3c4dd1ef155dd771"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae1e7f904ecfc3d8f3c4dd1ef155dd771">&#9670;&#160;</a></span>mcmc_parallel()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="classdata__t.html">data_t</a> montecarlo::mcmc_parallel </td>
<td>(</td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>L</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>cycles</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>burn_in_time</em> = <code>BURN_IN_TIME</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Execute the Metropolis algorithm for a certain amount of Monte Carlo cycles in parallel. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">L</td><td>The size of the lattice </td></tr>
<tr><td class="paramname">T</td><td>The Temperature for the Ising model </td></tr>
<tr><td class="paramname">cycles</td><td>The amount of Monte Carlo cycles to do </td></tr>
<tr><td class="paramname">burn_in_time</td><td>The burn-in time to use</td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd><a class="el" href="classdata__t.html" title="Type to use with the IsingModel class and montecarlo module.">data_t</a> </dd></dl>
<p class="definition">Definition at line <a class="el" href="monte__carlo_8cpp_source.html#l00127">127</a> of file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
</div>
</div>
<a id="ae67483ff00d1b0594d543261c8283ffd" name="ae67483ff00d1b0594d543261c8283ffd"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae67483ff00d1b0594d543261c8283ffd">&#9670;&#160;</a></span>mcmc_serial()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="classdata__t.html">data_t</a> montecarlo::mcmc_serial </td>
<td>(</td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>L</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>cycles</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>burn_in_time</em> = <code>BURN_IN_TIME</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Execute the Metropolis algorithm for a certain amount of Monte Carlo cycles. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">L</td><td>The size of the lattice </td></tr>
<tr><td class="paramname">T</td><td>The Temperature for the Ising model </td></tr>
<tr><td class="paramname">cycles</td><td>The amount of Monte Carlo cycles to do </td></tr>
<tr><td class="paramname">burn_in_time</td><td>The burn-in time to use</td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd><a class="el" href="classdata__t.html" title="Type to use with the IsingModel class and montecarlo module.">data_t</a> </dd></dl>
<p class="definition">Definition at line <a class="el" href="monte__carlo_8cpp_source.html#l00108">108</a> of file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
</div>
</div>
<a id="aea2dd1b5fac7c45633bc6f8dc4541226" name="aea2dd1b5fac7c45633bc6f8dc4541226"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aea2dd1b5fac7c45633bc6f8dc4541226">&#9670;&#160;</a></span>pd_estimate()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void montecarlo::pd_estimate </td>
<td>(</td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>L</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>cycles</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const std::string&#160;</td>
<td class="paramname"><em>filename</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>burn_in_time</em> = <code>BURN_IN_TIME</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Estimate the probability distribution for the energy. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">T</td><td>The temperature of the Ising model </td></tr>
<tr><td class="paramname">L</td><td>The size of the lattice </td></tr>
<tr><td class="paramname">cycles</td><td>The amount of Monte Carlo cycles to do </td></tr>
<tr><td class="paramname">filename</td><td>The file to write to </td></tr>
<tr><td class="paramname">burn_in_time</td><td>The burn-in time to use </td></tr>
</table>
</dd>
</dl>
<p class="definition">Definition at line <a class="el" href="monte__carlo_8cpp_source.html#l00077">77</a> of file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
</div>
</div>
<a id="a34e9c3e24f26760693266b8a7b6b3d21" name="a34e9c3e24f26760693266b8a7b6b3d21"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a34e9c3e24f26760693266b8a7b6b3d21">&#9670;&#160;</a></span>phase_transition()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void montecarlo::phase_transition </td>
<td>(</td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>L</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>start_T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>end_T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>points_T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>cycles</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">std::function&lt; <a class="el" href="classdata__t.html">data_t</a>(int, double, int, int)&gt;&#160;</td>
<td class="paramname"><em>monte_carlo</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">std::string&#160;</td>
<td class="paramname"><em>outfile</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>burn_in_time</em> = <code>BURN_IN_TIME</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Perform the MCMC algorithm using a range of temperatures. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">L</td><td>The size of the lattice </td></tr>
<tr><td class="paramname">start_T</td><td>The start temperature </td></tr>
<tr><td class="paramname">end_T</td><td>The end temperature </td></tr>
<tr><td class="paramname">point_T</td><td>The amount of point to measure </td></tr>
<tr><td class="paramname">monte_carlo</td><td>Which Monte Carlo implementation to use </td></tr>
<tr><td class="paramname">outfile</td><td>The file to write the data to </td></tr>
<tr><td class="paramname">burn_in_time</td><td>The burn-in time to use </td></tr>
</table>
</dd>
</dl>
<p class="definition">Definition at line <a class="el" href="monte__carlo_8cpp_source.html#l00155">155</a> of file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
</div>
</div>
<a id="a781d946de16211ba18ad6671a5b6838d" name="a781d946de16211ba18ad6671a5b6838d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a781d946de16211ba18ad6671a5b6838d">&#9670;&#160;</a></span>progression() <span class="overload">[1/2]</span></h2>
<div class="memitem">
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<td class="memname">void montecarlo::progression </td>
<td>(</td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>T</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>L</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>cycles</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const std::string&#160;</td>
<td class="paramname"><em>filename</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>burn_in_time</em> = <code>BURN_IN_TIME</code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Write the expected values for each Monte Carlo cycles to file. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">T</td><td>Temperature </td></tr>
<tr><td class="paramname">L</td><td>The size of the lattice </td></tr>
<tr><td class="paramname">cycles</td><td>The amount of Monte Carlo cycles to do </td></tr>
<tr><td class="paramname">filename</td><td>The file to write to </td></tr>
<tr><td class="paramname">burn_in_time</td><td>The burn-in time to use </td></tr>
</table>
</dd>
</dl>
<p class="definition">Definition at line <a class="el" href="monte__carlo_8cpp_source.html#l00015">15</a> of file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a1549fc386bd3cdd1cdbe0261b9dd8415">&#9670;&#160;</a></span>progression() <span class="overload">[2/2]</span></h2>
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<td class="memname">void montecarlo::progression </td>
<td>(</td>
<td class="paramtype">double&#160;</td>
<td class="paramname"><em>T</em>, </td>
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<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>L</em>, </td>
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<td class="paramtype">int&#160;</td>
<td class="paramname"><em>cycles</em>, </td>
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<td class="paramtype">int&#160;</td>
<td class="paramname"><em>value</em>, </td>
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<td></td>
<td class="paramtype">const std::string&#160;</td>
<td class="paramname"><em>filename</em>, </td>
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<td class="paramkey"></td>
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<td class="paramtype">int&#160;</td>
<td class="paramname"><em>burn_in_time</em> = <code>BURN_IN_TIME</code>&#160;</td>
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<p>Write the expected values for each Monte Carlo cycles to file. </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">T</td><td>Temperature </td></tr>
<tr><td class="paramname">L</td><td>The size of the lattice </td></tr>
<tr><td class="paramname">cycles</td><td>The amount of Monte Carlo cycles to do </td></tr>
<tr><td class="paramname">value</td><td>The value to set the elements in the lattice </td></tr>
<tr><td class="paramname">filename</td><td>The file to write to </td></tr>
<tr><td class="paramname">burn_in_time</td><td>The burn-in time to use </td></tr>
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<p class="definition">Definition at line <a class="el" href="monte__carlo_8cpp_source.html#l00046">46</a> of file <a class="el" href="monte__carlo_8cpp_source.html">monte_carlo.cpp</a>.</p>
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