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<li class="navelem"><a class="el" href="namespacemlpack.html">mlpack</a></li><li class="navelem"><a class="el" href="namespacemlpack_1_1optimization.html">optimization</a></li><li class="navelem"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">LRSDPFunction</a></li> </ul>
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<a href="#pub-methods">Public Member Functions</a> &#124;
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<div class="title">mlpack::optimization::LRSDPFunction&lt; SDPType &gt; Class Template Reference</div> </div>
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<p>The objective function that <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> is trying to optimize.
<a href="classmlpack_1_1optimization_1_1LRSDPFunction.html#details">More...</a></p>
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Inheritance diagram for mlpack::optimization::LRSDPFunction&lt; SDPType &gt;:</div>
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<div class="center"><img src="classmlpack_1_1optimization_1_1LRSDPFunction__inherit__graph.png" border="0" usemap="#mlpack_1_1optimization_1_1LRSDPFunction_3_01SDPType_01_4_inherit__map" alt="Inheritance graph"/></div>
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<area shape="rect" id="node2" href="classmlpack_1_1optimization_1_1LRSDPFunction.html" title="mlpack::optimization\l::LRSDPFunction\&lt; optimization\l::SDP\&lt; arma::sp_mat \&gt; \&gt;" alt="" coords="5,124,212,180"/>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a5386d80d2b56be9dc4dbabfb845eaaf6"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a5386d80d2b56be9dc4dbabfb845eaaf6">LRSDPFunction</a> (const SDPType &amp;<a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a6b92f19ba9240768a8404538be91bd77">sdp</a>, const arma::mat &amp;<a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#ab1e4216431124628b7df93463b7d11ba">initialPoint</a>)</td></tr>
<tr class="memdesc:a5386d80d2b56be9dc4dbabfb845eaaf6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Construct the <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html" title="The objective function that LRSDP is trying to optimize. ">LRSDPFunction</a> from the given <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. <a href="#a5386d80d2b56be9dc4dbabfb845eaaf6">More...</a><br /></td></tr>
<tr class="separator:a5386d80d2b56be9dc4dbabfb845eaaf6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae099ca0a5a03fd043c54c0d1236c0771"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#ae099ca0a5a03fd043c54c0d1236c0771">LRSDPFunction</a> (const size_t numSparseConstraints, const size_t numDenseConstraints, const arma::mat &amp;<a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#ab1e4216431124628b7df93463b7d11ba">initialPoint</a>)</td></tr>
<tr class="memdesc:ae099ca0a5a03fd043c54c0d1236c0771"><td class="mdescLeft">&#160;</td><td class="mdescRight">Construct the <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html" title="The objective function that LRSDP is trying to optimize. ">LRSDPFunction</a> with the given initial point and number of constraints. <a href="#ae099ca0a5a03fd043c54c0d1236c0771">More...</a><br /></td></tr>
<tr class="separator:ae099ca0a5a03fd043c54c0d1236c0771"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a21b8e4f2c4f8a0ee40c8e1c6e0ff3f60"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a21b8e4f2c4f8a0ee40c8e1c6e0ff3f60">Evaluate</a> (const arma::mat &amp;coordinates) const </td></tr>
<tr class="memdesc:a21b8e4f2c4f8a0ee40c8e1c6e0ff3f60"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluate the objective function of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> (no constraints) at the given coordinates. <a href="#a21b8e4f2c4f8a0ee40c8e1c6e0ff3f60">More...</a><br /></td></tr>
<tr class="separator:a21b8e4f2c4f8a0ee40c8e1c6e0ff3f60"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4217c331f89c41cb6408d5ede87bf875"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a4217c331f89c41cb6408d5ede87bf875">EvaluateConstraint</a> (const size_t index, const arma::mat &amp;coordinates) const </td></tr>
<tr class="memdesc:a4217c331f89c41cb6408d5ede87bf875"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluate a particular constraint of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> at the given coordinates. <a href="#a4217c331f89c41cb6408d5ede87bf875">More...</a><br /></td></tr>
<tr class="separator:a4217c331f89c41cb6408d5ede87bf875"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afc62e1ab6797fad16057d45d81813323"><td class="memItemLeft" align="right" valign="top">const arma::mat &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#afc62e1ab6797fad16057d45d81813323">GetInitialPoint</a> () const </td></tr>
<tr class="memdesc:afc62e1ab6797fad16057d45d81813323"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get the initial point of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a>. <a href="#afc62e1ab6797fad16057d45d81813323">More...</a><br /></td></tr>
<tr class="separator:afc62e1ab6797fad16057d45d81813323"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a00ab5ada7c854f14867f631338cc9034"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a00ab5ada7c854f14867f631338cc9034">Gradient</a> (const arma::mat &amp;coordinates, arma::mat &amp;gradient) const </td></tr>
<tr class="memdesc:a00ab5ada7c854f14867f631338cc9034"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluate the gradient of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> (no constraints) at the given coordinates. <a href="#a00ab5ada7c854f14867f631338cc9034">More...</a><br /></td></tr>
<tr class="separator:a00ab5ada7c854f14867f631338cc9034"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a24ceba6c030ed8154bb52e5c57375f95"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a24ceba6c030ed8154bb52e5c57375f95">GradientConstraint</a> (const size_t index, const arma::mat &amp;coordinates, arma::mat &amp;gradient) const </td></tr>
<tr class="memdesc:a24ceba6c030ed8154bb52e5c57375f95"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluate the gradient of a particular constraint of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> at the given coordinates. <a href="#a24ceba6c030ed8154bb52e5c57375f95">More...</a><br /></td></tr>
<tr class="separator:a24ceba6c030ed8154bb52e5c57375f95"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1f618b1100f7fb2638c3beab8f60898c"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a1f618b1100f7fb2638c3beab8f60898c">NumConstraints</a> () const </td></tr>
<tr class="memdesc:a1f618b1100f7fb2638c3beab8f60898c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get the total number of constraints in the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a>. <a href="#a1f618b1100f7fb2638c3beab8f60898c">More...</a><br /></td></tr>
<tr class="separator:a1f618b1100f7fb2638c3beab8f60898c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4ff71ca67506faa5d97d9141e64281a1"><td class="memItemLeft" align="right" valign="top">const SDPType &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a4ff71ca67506faa5d97d9141e64281a1">SDP</a> () const </td></tr>
<tr class="memdesc:a4ff71ca67506faa5d97d9141e64281a1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object representing the problem. <a href="#a4ff71ca67506faa5d97d9141e64281a1">More...</a><br /></td></tr>
<tr class="separator:a4ff71ca67506faa5d97d9141e64281a1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab3ec818ff26b38ad0394f6af97862601"><td class="memItemLeft" align="right" valign="top">SDPType &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#ab3ec818ff26b38ad0394f6af97862601">SDP</a> ()</td></tr>
<tr class="memdesc:ab3ec818ff26b38ad0394f6af97862601"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object representing the problem. <a href="#ab3ec818ff26b38ad0394f6af97862601">More...</a><br /></td></tr>
<tr class="separator:ab3ec818ff26b38ad0394f6af97862601"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-attribs"></a>
Private Attributes</h2></td></tr>
<tr class="memitem:ab1e4216431124628b7df93463b7d11ba"><td class="memItemLeft" align="right" valign="top">arma::mat&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#ab1e4216431124628b7df93463b7d11ba">initialPoint</a></td></tr>
<tr class="memdesc:ab1e4216431124628b7df93463b7d11ba"><td class="mdescLeft">&#160;</td><td class="mdescRight">Initial point. <a href="#ab1e4216431124628b7df93463b7d11ba">More...</a><br /></td></tr>
<tr class="separator:ab1e4216431124628b7df93463b7d11ba"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6b92f19ba9240768a8404538be91bd77"><td class="memItemLeft" align="right" valign="top">SDPType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html#a6b92f19ba9240768a8404538be91bd77">sdp</a></td></tr>
<tr class="memdesc:a6b92f19ba9240768a8404538be91bd77"><td class="mdescLeft">&#160;</td><td class="mdescRight"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object representing the problem. <a href="#a6b92f19ba9240768a8404538be91bd77">More...</a><br /></td></tr>
<tr class="separator:a6b92f19ba9240768a8404538be91bd77"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><h3>template&lt;typename SDPType&gt;<br />
class mlpack::optimization::LRSDPFunction&lt; SDPType &gt;</h3>
<p>The objective function that <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> is trying to optimize. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00027">27</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a class="anchor" id="a5386d80d2b56be9dc4dbabfb845eaaf6"></a>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename SDPType&gt; </div>
<table class="memname">
<tr>
<td class="memname"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::<a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">LRSDPFunction</a> </td>
<td>(</td>
<td class="paramtype">const SDPType &amp;&#160;</td>
<td class="paramname"><em>sdp</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const arma::mat &amp;&#160;</td>
<td class="paramname"><em>initialPoint</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Construct the <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html" title="The objective function that LRSDP is trying to optimize. ">LRSDPFunction</a> from the given <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">sdp</td><td></td></tr>
<tr><td class="paramname">initialPoint</td><td></td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a class="anchor" id="ae099ca0a5a03fd043c54c0d1236c0771"></a>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename SDPType&gt; </div>
<table class="memname">
<tr>
<td class="memname"><a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::<a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">LRSDPFunction</a> </td>
<td>(</td>
<td class="paramtype">const size_t&#160;</td>
<td class="paramname"><em>numSparseConstraints</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const size_t&#160;</td>
<td class="paramname"><em>numDenseConstraints</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const arma::mat &amp;&#160;</td>
<td class="paramname"><em>initialPoint</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Construct the <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html" title="The objective function that LRSDP is trying to optimize. ">LRSDPFunction</a> with the given initial point and number of constraints. </p>
<p>Note n_cols of the initialPoint specifies the rank.</p>
<p>Set the A_x, B_x, and C_x matrices for each constraint using the A_x(), B_x(), and C_x() functions, for x in {sparse, dense}.</p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">numSparseConstraints</td><td></td></tr>
<tr><td class="paramname">numDenseConstraints</td><td></td></tr>
<tr><td class="paramname">initialPoint</td><td></td></tr>
</table>
</dd>
</dl>
</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
<a class="anchor" id="a21b8e4f2c4f8a0ee40c8e1c6e0ff3f60"></a>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename SDPType&gt; </div>
<table class="memname">
<tr>
<td class="memname">double <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::Evaluate </td>
<td>(</td>
<td class="paramtype">const arma::mat &amp;&#160;</td>
<td class="paramname"><em>coordinates</em></td><td>)</td>
<td> const</td>
</tr>
</table>
</div><div class="memdoc">
<p>Evaluate the objective function of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> (no constraints) at the given coordinates. </p>
</div>
</div>
<a class="anchor" id="a4217c331f89c41cb6408d5ede87bf875"></a>
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<td class="memname">double <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::EvaluateConstraint </td>
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<td class="paramtype">const size_t&#160;</td>
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<td class="paramtype">const arma::mat &amp;&#160;</td>
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<p>Evaluate a particular constraint of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> at the given coordinates. </p>
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<td class="memname">const arma::mat&amp; <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::GetInitialPoint </td>
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<p>Get the initial point of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a>. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00084">84</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
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<td class="memname">void <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::Gradient </td>
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<p>Evaluate the gradient of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> (no constraints) at the given coordinates. </p>
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<p>Evaluate the gradient of a particular constraint of the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a> at the given coordinates. </p>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::NumConstraints </td>
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<p>Get the total number of constraints in the <a class="el" href="classmlpack_1_1optimization_1_1LRSDP.html" title="LRSDP is the implementation of Monteiro and Burer&#39;s formulation of low-rank semidefinite programs (LR...">LRSDP</a>. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00081">81</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
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<td class="memname">const SDPType&amp; <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::<a class="el" href="classmlpack_1_1optimization_1_1SDP.html">SDP</a> </td>
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<p>Return the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object representing the problem. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00087">87</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
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<td class="memname">SDPType&amp; <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::<a class="el" href="classmlpack_1_1optimization_1_1SDP.html">SDP</a> </td>
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<p>Modify the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object representing the problem. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00090">90</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
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<h2 class="groupheader">Member Data Documentation</h2>
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<td class="memname">arma::mat <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::initialPoint</td>
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<p>Initial point. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00098">98</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
<p>Referenced by <a class="el" href="lrsdp__function_8hpp_source.html#l00084">mlpack::optimization::LRSDPFunction&lt; optimization::SDP&lt; arma::sp_mat &gt; &gt;::GetInitialPoint()</a>.</p>
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<td class="memname">SDPType <a class="el" href="classmlpack_1_1optimization_1_1LRSDPFunction.html">mlpack::optimization::LRSDPFunction</a>&lt; SDPType &gt;::sdp</td>
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<p><a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object representing the problem. </p>
<p>Definition at line <a class="el" href="lrsdp__function_8hpp_source.html#l00095">95</a> of file <a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a>.</p>
<p>Referenced by <a class="el" href="lrsdp__function_8hpp_source.html#l00087">mlpack::optimization::LRSDPFunction&lt; optimization::SDP&lt; arma::sp_mat &gt; &gt;::SDP()</a>.</p>
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<hr/>The documentation for this class was generated from the following file:<ul>
<li>src/mlpack/core/optimizers/sdp/<a class="el" href="lrsdp__function_8hpp_source.html">lrsdp_function.hpp</a></li>
</ul>
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