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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_1SDP.html">SDP</a></li> </ul>
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<div class="title">mlpack::optimization::SDP&lt; ObjectiveMatrixType &gt; Class Template Reference</div> </div>
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<p>Specify an <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> in primal form.
<a href="classmlpack_1_1optimization_1_1SDP.html#details">More...</a></p>
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Inheritance diagram for mlpack::optimization::SDP&lt; ObjectiveMatrixType &gt;:</div>
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Public Types</h2></td></tr>
<tr class="memitem:afedef8b99076db8240884d8be9605b66"><td class="memItemLeft" align="right" valign="top">typedef ObjectiveMatrixType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afedef8b99076db8240884d8be9605b66">objective_matrix_type</a></td></tr>
<tr class="separator:afedef8b99076db8240884d8be9605b66"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><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:a58046df85fc2c92f3b18b38a3d40213d"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a58046df85fc2c92f3b18b38a3d40213d">SDP</a> ()</td></tr>
<tr class="memdesc:a58046df85fc2c92f3b18b38a3d40213d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Initialize this <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> to an empty state. <a href="#a58046df85fc2c92f3b18b38a3d40213d">More...</a><br /></td></tr>
<tr class="separator:a58046df85fc2c92f3b18b38a3d40213d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a16f57ff7010e69e35366e9abe3e66416"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a16f57ff7010e69e35366e9abe3e66416">SDP</a> (const size_t n, const size_t numSparseConstraints, const size_t numDenseConstraints)</td></tr>
<tr class="memdesc:a16f57ff7010e69e35366e9abe3e66416"><td class="mdescLeft">&#160;</td><td class="mdescRight">Initialize this <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> to one which structurally has size n. <a href="#a16f57ff7010e69e35366e9abe3e66416">More...</a><br /></td></tr>
<tr class="separator:a16f57ff7010e69e35366e9abe3e66416"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a653492564a85132350e1ed191c538d63"><td class="memItemLeft" align="right" valign="top">ObjectiveMatrixType &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a653492564a85132350e1ed191c538d63">C</a> ()</td></tr>
<tr class="memdesc:a653492564a85132350e1ed191c538d63"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify the sparse objective function matrix (sparseC). <a href="#a653492564a85132350e1ed191c538d63">More...</a><br /></td></tr>
<tr class="separator:a653492564a85132350e1ed191c538d63"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aac73639e094ed438feaf3bd2a66cf3d4"><td class="memItemLeft" align="right" valign="top">const ObjectiveMatrixType &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#aac73639e094ed438feaf3bd2a66cf3d4">C</a> () const </td></tr>
<tr class="memdesc:aac73639e094ed438feaf3bd2a66cf3d4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the sparse objective function matrix (sparseC). <a href="#aac73639e094ed438feaf3bd2a66cf3d4">More...</a><br /></td></tr>
<tr class="separator:aac73639e094ed438feaf3bd2a66cf3d4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab27f12df40e6e09722f87531303b0a9a"><td class="memItemLeft" align="right" valign="top">const std::vector&lt; arma::mat &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ab27f12df40e6e09722f87531303b0a9a">DenseA</a> () const </td></tr>
<tr class="memdesc:ab27f12df40e6e09722f87531303b0a9a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the vector of dense A matrices (which correspond to the dense constraints). <a href="#ab27f12df40e6e09722f87531303b0a9a">More...</a><br /></td></tr>
<tr class="separator:ab27f12df40e6e09722f87531303b0a9a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afc6ae45f91c66b0b0b207a1e9d353a6a"><td class="memItemLeft" align="right" valign="top">std::vector&lt; arma::mat &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afc6ae45f91c66b0b0b207a1e9d353a6a">DenseA</a> ()</td></tr>
<tr class="memdesc:afc6ae45f91c66b0b0b207a1e9d353a6a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify the veector of dense A matrices (which correspond to the dense constraints). <a href="#afc6ae45f91c66b0b0b207a1e9d353a6a">More...</a><br /></td></tr>
<tr class="separator:afc6ae45f91c66b0b0b207a1e9d353a6a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a65cb8211dcad090569efe0cadb9815e9"><td class="memItemLeft" align="right" valign="top">const arma::vec &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a65cb8211dcad090569efe0cadb9815e9">DenseB</a> () const </td></tr>
<tr class="memdesc:a65cb8211dcad090569efe0cadb9815e9"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the vector of dense B values. <a href="#a65cb8211dcad090569efe0cadb9815e9">More...</a><br /></td></tr>
<tr class="separator:a65cb8211dcad090569efe0cadb9815e9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad68c29a6177197849a7e9a06f6d7081f"><td class="memItemLeft" align="right" valign="top">arma::vec &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ad68c29a6177197849a7e9a06f6d7081f">DenseB</a> ()</td></tr>
<tr class="memdesc:ad68c29a6177197849a7e9a06f6d7081f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify the vector of dense B values. <a href="#ad68c29a6177197849a7e9a06f6d7081f">More...</a><br /></td></tr>
<tr class="separator:ad68c29a6177197849a7e9a06f6d7081f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac25c754f9e3057e88102517d3842cd72"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ac25c754f9e3057e88102517d3842cd72">HasLinearlyIndependentConstraints</a> () const </td></tr>
<tr class="memdesc:ac25c754f9e3057e88102517d3842cd72"><td class="mdescLeft">&#160;</td><td class="mdescRight">Check whether or not the constraint matrices are linearly independent. <a href="#ac25c754f9e3057e88102517d3842cd72">More...</a><br /></td></tr>
<tr class="separator:ac25c754f9e3057e88102517d3842cd72"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adb149772a9f62edb3ed4220b11a5c160"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#adb149772a9f62edb3ed4220b11a5c160">N</a> () const </td></tr>
<tr class="memdesc:adb149772a9f62edb3ed4220b11a5c160"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return number of rows and columns in the objective matrix C. <a href="#adb149772a9f62edb3ed4220b11a5c160">More...</a><br /></td></tr>
<tr class="separator:adb149772a9f62edb3ed4220b11a5c160"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:add6c379001115877907dd168acbe6da2"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#add6c379001115877907dd168acbe6da2">N2bar</a> () const </td></tr>
<tr class="separator:add6c379001115877907dd168acbe6da2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa65bcfb49739633d9ff1a6308ded87f0"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#aa65bcfb49739633d9ff1a6308ded87f0">NumConstraints</a> () const </td></tr>
<tr class="memdesc:aa65bcfb49739633d9ff1a6308ded87f0"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the total number of constraints in the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. <a href="#aa65bcfb49739633d9ff1a6308ded87f0">More...</a><br /></td></tr>
<tr class="separator:aa65bcfb49739633d9ff1a6308ded87f0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1f3cef93dc236710bb7c849cefd4cf5e"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a1f3cef93dc236710bb7c849cefd4cf5e">NumDenseConstraints</a> () const </td></tr>
<tr class="memdesc:a1f3cef93dc236710bb7c849cefd4cf5e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the number of dense constraints (constraints with dense Ai) in the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. <a href="#a1f3cef93dc236710bb7c849cefd4cf5e">More...</a><br /></td></tr>
<tr class="separator:a1f3cef93dc236710bb7c849cefd4cf5e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af24d325c055a2ec0db85c36ac548cb7b"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#af24d325c055a2ec0db85c36ac548cb7b">NumSparseConstraints</a> () const </td></tr>
<tr class="memdesc:af24d325c055a2ec0db85c36ac548cb7b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the number of sparse constraints (constraints with sparse Ai) in the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. <a href="#af24d325c055a2ec0db85c36ac548cb7b">More...</a><br /></td></tr>
<tr class="separator:af24d325c055a2ec0db85c36ac548cb7b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9a4a7d777c08809cc9162cceeff857c6"><td class="memItemLeft" align="right" valign="top">const std::vector&lt; arma::sp_mat &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a9a4a7d777c08809cc9162cceeff857c6">SparseA</a> () const </td></tr>
<tr class="memdesc:a9a4a7d777c08809cc9162cceeff857c6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the vector of sparse A matrices (which correspond to the sparse constraints). <a href="#a9a4a7d777c08809cc9162cceeff857c6">More...</a><br /></td></tr>
<tr class="separator:a9a4a7d777c08809cc9162cceeff857c6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2b42227ad729fed16eccebe49e4c6989"><td class="memItemLeft" align="right" valign="top">std::vector&lt; arma::sp_mat &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a2b42227ad729fed16eccebe49e4c6989">SparseA</a> ()</td></tr>
<tr class="memdesc:a2b42227ad729fed16eccebe49e4c6989"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify the veector of sparse A matrices (which correspond to the sparse constraints). <a href="#a2b42227ad729fed16eccebe49e4c6989">More...</a><br /></td></tr>
<tr class="separator:a2b42227ad729fed16eccebe49e4c6989"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad59471f920ee277ad529a9b3d899844f"><td class="memItemLeft" align="right" valign="top">const arma::vec &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ad59471f920ee277ad529a9b3d899844f">SparseB</a> () const </td></tr>
<tr class="memdesc:ad59471f920ee277ad529a9b3d899844f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the vector of sparse B values. <a href="#ad59471f920ee277ad529a9b3d899844f">More...</a><br /></td></tr>
<tr class="separator:ad59471f920ee277ad529a9b3d899844f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afe4b4594c9dfb4039c4bb9dd624a1ee4"><td class="memItemLeft" align="right" valign="top">arma::vec &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afe4b4594c9dfb4039c4bb9dd624a1ee4">SparseB</a> ()</td></tr>
<tr class="memdesc:afe4b4594c9dfb4039c4bb9dd624a1ee4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Modify the vector of sparse B values. <a href="#afe4b4594c9dfb4039c4bb9dd624a1ee4">More...</a><br /></td></tr>
<tr class="separator:afe4b4594c9dfb4039c4bb9dd624a1ee4"><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:a8ab02a0000a3935c8952a87704c30b7b"><td class="memItemLeft" align="right" valign="top">ObjectiveMatrixType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a8ab02a0000a3935c8952a87704c30b7b">c</a></td></tr>
<tr class="memdesc:a8ab02a0000a3935c8952a87704c30b7b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Objective function matrix c. <a href="#a8ab02a0000a3935c8952a87704c30b7b">More...</a><br /></td></tr>
<tr class="separator:a8ab02a0000a3935c8952a87704c30b7b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aefdef5b03568defbefecb657c6c3d2f2"><td class="memItemLeft" align="right" valign="top">std::vector&lt; arma::mat &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#aefdef5b03568defbefecb657c6c3d2f2">denseA</a></td></tr>
<tr class="memdesc:aefdef5b03568defbefecb657c6c3d2f2"><td class="mdescLeft">&#160;</td><td class="mdescRight">A_i for each dense constraint. <a href="#aefdef5b03568defbefecb657c6c3d2f2">More...</a><br /></td></tr>
<tr class="separator:aefdef5b03568defbefecb657c6c3d2f2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a92e6995cf92b8d1357e31d3c033515b8"><td class="memItemLeft" align="right" valign="top">arma::vec&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a92e6995cf92b8d1357e31d3c033515b8">denseB</a></td></tr>
<tr class="memdesc:a92e6995cf92b8d1357e31d3c033515b8"><td class="mdescLeft">&#160;</td><td class="mdescRight">b_i for each dense constraint. <a href="#a92e6995cf92b8d1357e31d3c033515b8">More...</a><br /></td></tr>
<tr class="separator:a92e6995cf92b8d1357e31d3c033515b8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a95eb98e99531d4f85ca190a2c4217718"><td class="memItemLeft" align="right" valign="top">std::vector&lt; arma::sp_mat &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a95eb98e99531d4f85ca190a2c4217718">sparseA</a></td></tr>
<tr class="memdesc:a95eb98e99531d4f85ca190a2c4217718"><td class="mdescLeft">&#160;</td><td class="mdescRight">A_i for each sparse constraint. <a href="#a95eb98e99531d4f85ca190a2c4217718">More...</a><br /></td></tr>
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<tr class="memitem:a4b97741f37c2a135b5e780e632fc09e2"><td class="memItemLeft" align="right" valign="top">arma::vec&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a4b97741f37c2a135b5e780e632fc09e2">sparseB</a></td></tr>
<tr class="memdesc:a4b97741f37c2a135b5e780e632fc09e2"><td class="mdescLeft">&#160;</td><td class="mdescRight">b_i for each sparse constraint. <a href="#a4b97741f37c2a135b5e780e632fc09e2">More...</a><br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><h3>template&lt;typename ObjectiveMatrixType&gt;<br />
class mlpack::optimization::SDP&lt; ObjectiveMatrixType &gt;</h3>
<p>Specify an <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> in primal form. </p>
<p>min dot(C, X) s.t. dot(Ai, X) = bi, i=1,...,m, X &gt;= 0</p>
<p>This representation allows the constraint matrices Ai to be specified as either dense matrices (arma::mat) or sparse matrices (arma::sp_mat). After initializing the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> object, you will need to set the constraints yourself, via the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a2b42227ad729fed16eccebe49e4c6989" title="Modify the veector of sparse A matrices (which correspond to the sparse constraints). ">SparseA()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afe4b4594c9dfb4039c4bb9dd624a1ee4" title="Modify the vector of sparse B values. ">SparseB()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afc6ae45f91c66b0b0b207a1e9d353a6a" title="Modify the veector of dense A matrices (which correspond to the dense constraints). ">DenseA()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ad68c29a6177197849a7e9a06f6d7081f" title="Modify the vector of dense B values. ">DenseB()</a>, and <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a653492564a85132350e1ed191c538d63" title="Modify the sparse objective function matrix (sparseC). ">C()</a> functions. Note that for each matrix you add to either <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a2b42227ad729fed16eccebe49e4c6989" title="Modify the veector of sparse A matrices (which correspond to the sparse constraints). ">SparseA()</a> or <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afc6ae45f91c66b0b0b207a1e9d353a6a" title="Modify the veector of dense A matrices (which correspond to the dense constraints). ">DenseA()</a>, you must add the corresponding b value to the corresponding vector <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afe4b4594c9dfb4039c4bb9dd624a1ee4" title="Modify the vector of sparse B values. ">SparseB()</a> or <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ad68c29a6177197849a7e9a06f6d7081f" title="Modify the vector of dense B values. ">DenseB()</a>.</p>
<p>The objective matrix (C) may be stored as either dense or sparse depending on the ObjectiveMatrixType parameter.</p>
<dl class="tparams"><dt>Template Parameters</dt><dd>
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<tr><td class="paramname">ObjectiveMatrixType</td><td>Should be either arma::mat or arma::sp_mat. </td></tr>
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<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00039">39</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
</div><h2 class="groupheader">Member Typedef Documentation</h2>
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<td class="memname">typedef ObjectiveMatrixType <a class="el" href="classmlpack_1_1optimization_1_1SDP.html">mlpack::optimization::SDP</a>&lt; ObjectiveMatrixType &gt;::<a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afedef8b99076db8240884d8be9605b66">objective_matrix_type</a></td>
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<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00043">43</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<td class="memname"><a class="el" href="classmlpack_1_1optimization_1_1SDP.html">mlpack::optimization::SDP</a>&lt; ObjectiveMatrixType &gt;::<a class="el" href="classmlpack_1_1optimization_1_1SDP.html">SDP</a> </td>
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<p>Initialize this <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> to an empty state. </p>
<p>To add constraints, you will have to modify the constraints via the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a2b42227ad729fed16eccebe49e4c6989" title="Modify the veector of sparse A matrices (which correspond to the sparse constraints). ">SparseA()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afc6ae45f91c66b0b0b207a1e9d353a6a" title="Modify the veector of dense A matrices (which correspond to the dense constraints). ">DenseA()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afe4b4594c9dfb4039c4bb9dd624a1ee4" title="Modify the vector of sparse B values. ">SparseB()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ad68c29a6177197849a7e9a06f6d7081f" title="Modify the vector of dense B values. ">DenseB()</a>, and <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a653492564a85132350e1ed191c538d63" title="Modify the sparse objective function matrix (sparseC). ">C()</a> functions. For the sake of speed, there is no error checking, so if you specify an invalid <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>, whatever solver you use will gladly try to solve it! (And it will probably crash horribly.) </p>
<p>Referenced by <a class="el" href="lrsdp_8hpp_source.html#l00066">mlpack::optimization::LRSDP&lt; optimization::SDP&lt; arma::sp_mat &gt; &gt;::SDP()</a>.</p>
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<td class="paramtype">const size_t&#160;</td>
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<p>Initialize this <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a> to one which structurally has size n. </p>
<p>To set the constraints you will still need to access through <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a2b42227ad729fed16eccebe49e4c6989" title="Modify the veector of sparse A matrices (which correspond to the sparse constraints). ">SparseA()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afc6ae45f91c66b0b0b207a1e9d353a6a" title="Modify the veector of dense A matrices (which correspond to the dense constraints). ">DenseA()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#afe4b4594c9dfb4039c4bb9dd624a1ee4" title="Modify the vector of sparse B values. ">SparseB()</a>, <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#ad68c29a6177197849a7e9a06f6d7081f" title="Modify the vector of dense B values. ">DenseB()</a>, and <a class="el" href="classmlpack_1_1optimization_1_1SDP.html#a653492564a85132350e1ed191c538d63" title="Modify the sparse objective function matrix (sparseC). ">C()</a>. Consider using move semantics to keep things fast. As with the previous constructor, there is no error checking for the sake of speed, so if you build an invalid <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>, whatever solver you use will gladly try to solve it! (And it will probably crash horribly.)</p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">n</td><td>Number of rows (and columns) in the objective matrix C. </td></tr>
<tr><td class="paramname">numSparseConstraints</td><td>Number of sparse constraints. </td></tr>
<tr><td class="paramname">numDenseConstraints</td><td>Number of dense constraints. </td></tr>
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<h2 class="groupheader">Member Function Documentation</h2>
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<p>Modify the sparse objective function matrix (sparseC). </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00086">86</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the sparse objective function matrix (sparseC). </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00088">88</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the vector of dense A matrices (which correspond to the dense constraints). </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00100">100</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Modify the veector of dense A matrices (which correspond to the dense constraints). </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00104">104</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the vector of dense B values. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00112">112</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Modify the vector of dense B values. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00114">114</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Check whether or not the constraint matrices are linearly independent. </p>
<p>Warning: possibly very expensive check. </p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00114">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::DenseB()</a>.</p>
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<p>Return number of rows and columns in the objective matrix C. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00071">71</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00073">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::N2bar()</a>.</p>
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<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00073">73</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the total number of constraints in the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00083">83</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the number of dense constraints (constraints with dense Ai) in the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00080">80</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1optimization_1_1SDP.html">mlpack::optimization::SDP</a>&lt; ObjectiveMatrixType &gt;::NumSparseConstraints </td>
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<p>Return the number of sparse constraints (constraints with sparse Ai) in the <a class="el" href="classmlpack_1_1optimization_1_1SDP.html" title="Specify an SDP in primal form. ">SDP</a>. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00077">77</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the vector of sparse A matrices (which correspond to the sparse constraints). </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00092">92</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Modify the veector of sparse A matrices (which correspond to the sparse constraints). </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00096">96</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Return the vector of sparse B values. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00107">107</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<p>Modify the vector of sparse B values. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00109">109</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
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<h2 class="groupheader">Member Data Documentation</h2>
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<p>Objective function matrix c. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00125">125</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00086">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::C()</a>, and <a class="el" href="sdp_8hpp_source.html#l00071">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::N()</a>.</p>
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<p>A_i for each dense constraint. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00133">133</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00100">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::DenseA()</a>.</p>
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<p>b_i for each dense constraint. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00135">135</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00112">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::DenseB()</a>, <a class="el" href="sdp_8hpp_source.html#l00083">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::NumConstraints()</a>, and <a class="el" href="sdp_8hpp_source.html#l00080">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::NumDenseConstraints()</a>.</p>
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<p>A_i for each sparse constraint. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00128">128</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00092">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::SparseA()</a>.</p>
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<p>b_i for each sparse constraint. </p>
<p>Definition at line <a class="el" href="sdp_8hpp_source.html#l00130">130</a> of file <a class="el" href="sdp_8hpp_source.html">sdp.hpp</a>.</p>
<p>Referenced by <a class="el" href="sdp_8hpp_source.html#l00083">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::NumConstraints()</a>, <a class="el" href="sdp_8hpp_source.html#l00077">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::NumSparseConstraints()</a>, and <a class="el" href="sdp_8hpp_source.html#l00107">mlpack::optimization::SDP&lt; arma::sp_mat &gt;::SparseB()</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="sdp_8hpp_source.html">sdp.hpp</a></li>
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