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<a href="aug__lagrangian__test__functions_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#ifndef MLPACK_CORE_OPTIMIZERS_AUG_LAGRANGIAN_TEST_FUNCTIONS_HPP</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#define MLPACK_CORE_OPTIMIZERS_AUG_LAGRANGIAN_TEST_FUNCTIONS_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">namespace </span>optimization {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00028"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html"> 28</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html">AugLagrangianTestFunction</a></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> {</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#ad881628b1b254e1b622fe582d35ab0f8">AugLagrangianTestFunction</a>();</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#ad881628b1b254e1b622fe582d35ab0f8">AugLagrangianTestFunction</a>(<span class="keyword">const</span> arma::mat& initial_point);</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9263b6611f9a8fda7e8612522f0f2e76">Evaluate</a>(<span class="keyword">const</span> arma::mat& coordinates);</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9a4ed0ff63676098335d0d2d5bf40d27">Gradient</a>(<span class="keyword">const</span> arma::mat& coordinates, arma::mat& gradient);</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a2badead8e3fe8225090df61b3aa646c3"> 37</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a2badead8e3fe8225090df61b3aa646c3">NumConstraints</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> 1; }</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#af5fd75a0e8f39c0da51c6b4c2b93e789">EvaluateConstraint</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> index, <span class="keyword">const</span> arma::mat& coordinates);</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a816d90b1353fd98358d22fd624512083">GradientConstraint</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> index,</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="keyword">const</span> arma::mat& coordinates,</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  arma::mat& gradient);</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> </div><div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a360d90e3af11cb754e692617af22c672"> 44</a></span>  <span class="keyword">const</span> arma::mat& <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a360d90e3af11cb754e692617af22c672">GetInitialPoint</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a22e207c6ef9cc281246507bb9915253c">initialPoint</a>; }</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00047"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a22e207c6ef9cc281246507bb9915253c"> 47</a></span>  arma::mat <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a22e207c6ef9cc281246507bb9915253c">initialPoint</a>;</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> };</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1GockenbachFunction.html"> 61</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1optimization_1_1GockenbachFunction.html">GockenbachFunction</a></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <a class="code" href="classmlpack_1_1optimization_1_1GockenbachFunction.html">GockenbachFunction</a>();</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <a class="code" href="classmlpack_1_1optimization_1_1GockenbachFunction.html">GockenbachFunction</a>(<span class="keyword">const</span> arma::mat& initial_point);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9263b6611f9a8fda7e8612522f0f2e76">Evaluate</a>(<span class="keyword">const</span> arma::mat& coordinates);</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9a4ed0ff63676098335d0d2d5bf40d27">Gradient</a>(<span class="keyword">const</span> arma::mat& coordinates, arma::mat& gradient);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> </div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1GockenbachFunction.html#ac7b1dd9767dd4a08687138a3951ca090"> 70</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1optimization_1_1GockenbachFunction.html#ac7b1dd9767dd4a08687138a3951ca090">NumConstraints</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> 2; };</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#af5fd75a0e8f39c0da51c6b4c2b93e789">EvaluateConstraint</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> index, <span class="keyword">const</span> arma::mat& coordinates);</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a816d90b1353fd98358d22fd624512083">GradientConstraint</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> index,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keyword">const</span> arma::mat& coordinates,</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  arma::mat& gradient);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> </div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1GockenbachFunction.html#a78a73d4f39a7ff163de0167de3efa843"> 77</a></span>  <span class="keyword">const</span> arma::mat& <a class="code" href="classmlpack_1_1optimization_1_1GockenbachFunction.html#a78a73d4f39a7ff163de0167de3efa843">GetInitialPoint</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a22e207c6ef9cc281246507bb9915253c">initialPoint</a>; }</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1GockenbachFunction.html#a244c71dbc7aae79eb991f84ced05f326"> 80</a></span>  arma::mat <a class="code" href="classmlpack_1_1optimization_1_1GockenbachFunction.html#a244c71dbc7aae79eb991f84ced05f326">initialPoint</a>;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> };</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html"> 103</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html">LovaszThetaSDP</a></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> {</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html">LovaszThetaSDP</a>();</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> </div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html">LovaszThetaSDP</a>(<span class="keyword">const</span> arma::mat& edges);</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> </div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9263b6611f9a8fda7e8612522f0f2e76">Evaluate</a>(<span class="keyword">const</span> arma::mat& coordinates);</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9a4ed0ff63676098335d0d2d5bf40d27">Gradient</a>(<span class="keyword">const</span> arma::mat& coordinates, arma::mat& gradient);</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> </div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a2badead8e3fe8225090df61b3aa646c3">NumConstraints</a>() <span class="keyword">const</span>;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> </div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="keywordtype">double</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#af5fd75a0e8f39c0da51c6b4c2b93e789">EvaluateConstraint</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> index, <span class="keyword">const</span> arma::mat& coordinates);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a816d90b1353fd98358d22fd624512083">GradientConstraint</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> index,</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="keyword">const</span> arma::mat& coordinates,</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  arma::mat& gradient);</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> </div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="keyword">const</span> arma::mat& <a class="code" href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a360d90e3af11cb754e692617af22c672">GetInitialPoint</a>();</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div><div class="line"><a name="l00130"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#aadcddf90566653aa8029399a9eff43be"> 130</a></span>  <span class="keyword">const</span> arma::mat& <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#aadcddf90566653aa8029399a9eff43be">Edges</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> edges; }</div><div class="line"><a name="l00131"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#aff918f9bb861fb0d30d313b35102ab73"> 131</a></span>  arma::mat& <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#aff918f9bb861fb0d30d313b35102ab73">Edges</a>() { <span class="keywordflow">return</span> edges; }</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#a4994b2dc1ac4c79621bd404c3d5b4ef3"> 134</a></span>  arma::mat <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#a4994b2dc1ac4c79621bd404c3d5b4ef3">edges</a>;</div><div class="line"><a name="l00135"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#ab60c06beab0d2370891bffdf46201684"> 135</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#ab60c06beab0d2370891bffdf46201684">vertices</a>;</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div><div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#a58ecad136790b28dc82b0f56592a1a92"> 137</a></span>  arma::mat <a class="code" href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#a58ecad136790b28dc82b0f56592a1a92">initialPoint</a>;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> };</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> } <span class="comment">// namespace optimization</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> </div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> <span class="preprocessor">#endif // MLPACK_CORE_OPTIMIZERS_AUG_LAGRANGIAN_TEST_FUNCTIONS_HPP</span></div><div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_af5fd75a0e8f39c0da51c6b4c2b93e789"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#af5fd75a0e8f39c0da51c6b4c2b93e789">mlpack::optimization::AugLagrangianTestFunction::EvaluateConstraint</a></div><div class="ttdeci">double EvaluateConstraint(const size_t index, const arma::mat &coordinates)</div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1LovaszThetaSDP_html_a58ecad136790b28dc82b0f56592a1a92"><div class="ttname"><a href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#a58ecad136790b28dc82b0f56592a1a92">mlpack::optimization::LovaszThetaSDP::initialPoint</a></div><div class="ttdeci">arma::mat initialPoint</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00137">aug_lagrangian_test_functions.hpp:137</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html">mlpack::optimization::AugLagrangianTestFunction</a></div><div class="ttdoc">This function is taken from "Practical Mathematical Optimization" (Snyman), section 5...</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00028">aug_lagrangian_test_functions.hpp:28</a></div></div>
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<div class="ttc" id="namespacemlpack_html"><div class="ttname"><a href="namespacemlpack.html">mlpack</a></div><div class="ttdoc">Linear algebra utility functions, generally performed on matrices or vectors. </div><div class="ttdef"><b>Definition:</b> <a href="binarize_8hpp_source.html#l00018">binarize.hpp:18</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1LovaszThetaSDP_html_aff918f9bb861fb0d30d313b35102ab73"><div class="ttname"><a href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#aff918f9bb861fb0d30d313b35102ab73">mlpack::optimization::LovaszThetaSDP::Edges</a></div><div class="ttdeci">arma::mat & Edges()</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00131">aug_lagrangian_test_functions.hpp:131</a></div></div>
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<div class="ttc" id="prereqs_8hpp_html"><div class="ttname"><a href="prereqs_8hpp.html">prereqs.hpp</a></div><div class="ttdoc">The core includes that mlpack expects; standard C++ includes and Armadillo. </div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_a9a4ed0ff63676098335d0d2d5bf40d27"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9a4ed0ff63676098335d0d2d5bf40d27">mlpack::optimization::AugLagrangianTestFunction::Gradient</a></div><div class="ttdeci">void Gradient(const arma::mat &coordinates, arma::mat &gradient)</div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1LovaszThetaSDP_html_aadcddf90566653aa8029399a9eff43be"><div class="ttname"><a href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#aadcddf90566653aa8029399a9eff43be">mlpack::optimization::LovaszThetaSDP::Edges</a></div><div class="ttdeci">const arma::mat & Edges() const </div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00130">aug_lagrangian_test_functions.hpp:130</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_ad881628b1b254e1b622fe582d35ab0f8"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#ad881628b1b254e1b622fe582d35ab0f8">mlpack::optimization::AugLagrangianTestFunction::AugLagrangianTestFunction</a></div><div class="ttdeci">AugLagrangianTestFunction()</div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_a22e207c6ef9cc281246507bb9915253c"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a22e207c6ef9cc281246507bb9915253c">mlpack::optimization::AugLagrangianTestFunction::initialPoint</a></div><div class="ttdeci">arma::mat initialPoint</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00047">aug_lagrangian_test_functions.hpp:47</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1LovaszThetaSDP_html"><div class="ttname"><a href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html">mlpack::optimization::LovaszThetaSDP</a></div><div class="ttdoc">This function is the Lovasz-Theta semidefinite program, as implemented in the following paper: ...</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00103">aug_lagrangian_test_functions.hpp:103</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1GockenbachFunction_html_ac7b1dd9767dd4a08687138a3951ca090"><div class="ttname"><a href="classmlpack_1_1optimization_1_1GockenbachFunction.html#ac7b1dd9767dd4a08687138a3951ca090">mlpack::optimization::GockenbachFunction::NumConstraints</a></div><div class="ttdeci">size_t NumConstraints() const </div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00070">aug_lagrangian_test_functions.hpp:70</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_a360d90e3af11cb754e692617af22c672"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a360d90e3af11cb754e692617af22c672">mlpack::optimization::AugLagrangianTestFunction::GetInitialPoint</a></div><div class="ttdeci">const arma::mat & GetInitialPoint() const </div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00044">aug_lagrangian_test_functions.hpp:44</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1LovaszThetaSDP_html_ab60c06beab0d2370891bffdf46201684"><div class="ttname"><a href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#ab60c06beab0d2370891bffdf46201684">mlpack::optimization::LovaszThetaSDP::vertices</a></div><div class="ttdeci">size_t vertices</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00135">aug_lagrangian_test_functions.hpp:135</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_a2badead8e3fe8225090df61b3aa646c3"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a2badead8e3fe8225090df61b3aa646c3">mlpack::optimization::AugLagrangianTestFunction::NumConstraints</a></div><div class="ttdeci">size_t NumConstraints() const </div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00037">aug_lagrangian_test_functions.hpp:37</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1GockenbachFunction_html_a244c71dbc7aae79eb991f84ced05f326"><div class="ttname"><a href="classmlpack_1_1optimization_1_1GockenbachFunction.html#a244c71dbc7aae79eb991f84ced05f326">mlpack::optimization::GockenbachFunction::initialPoint</a></div><div class="ttdeci">arma::mat initialPoint</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00080">aug_lagrangian_test_functions.hpp:80</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1GockenbachFunction_html"><div class="ttname"><a href="classmlpack_1_1optimization_1_1GockenbachFunction.html">mlpack::optimization::GockenbachFunction</a></div><div class="ttdoc">This function is taken from M. </div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00061">aug_lagrangian_test_functions.hpp:61</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1GockenbachFunction_html_a78a73d4f39a7ff163de0167de3efa843"><div class="ttname"><a href="classmlpack_1_1optimization_1_1GockenbachFunction.html#a78a73d4f39a7ff163de0167de3efa843">mlpack::optimization::GockenbachFunction::GetInitialPoint</a></div><div class="ttdeci">const arma::mat & GetInitialPoint() const </div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00077">aug_lagrangian_test_functions.hpp:77</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_a816d90b1353fd98358d22fd624512083"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a816d90b1353fd98358d22fd624512083">mlpack::optimization::AugLagrangianTestFunction::GradientConstraint</a></div><div class="ttdeci">void GradientConstraint(const size_t index, const arma::mat &coordinates, arma::mat &gradient)</div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1LovaszThetaSDP_html_a4994b2dc1ac4c79621bd404c3d5b4ef3"><div class="ttname"><a href="classmlpack_1_1optimization_1_1LovaszThetaSDP.html#a4994b2dc1ac4c79621bd404c3d5b4ef3">mlpack::optimization::LovaszThetaSDP::edges</a></div><div class="ttdeci">arma::mat edges</div><div class="ttdef"><b>Definition:</b> <a href="aug__lagrangian__test__functions_8hpp_source.html#l00134">aug_lagrangian_test_functions.hpp:134</a></div></div>
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<div class="ttc" id="classmlpack_1_1optimization_1_1AugLagrangianTestFunction_html_a9263b6611f9a8fda7e8612522f0f2e76"><div class="ttname"><a href="classmlpack_1_1optimization_1_1AugLagrangianTestFunction.html#a9263b6611f9a8fda7e8612522f0f2e76">mlpack::optimization::AugLagrangianTestFunction::Evaluate</a></div><div class="ttdeci">double Evaluate(const arma::mat &coordinates)</div></div>
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