_eigen_value_symmetric_8h_source.html 37 KB

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  106. <div class="headertitle"><div class="title">EigenValueSymmetric.h</div></div>
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  108. <div class="contents">
  109. <a href="_eigen_value_symmetric_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="comment">// Jolt Physics Library (https://github.com/jrouwe/JoltPhysics)</span></div>
  110. <div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span><span class="comment">// SPDX-FileCopyrightText: 2021 Jorrit Rouwe</span></div>
  111. <div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="comment">// SPDX-License-Identifier: MIT</span></div>
  112. <div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span> </div>
  113. <div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="preprocessor">#pragma once</span></div>
  114. <div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> </div>
  115. <div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#include &lt;<a class="code" href="_f_p_exception_8h.html">Jolt/Core/FPException.h</a>&gt;</span></div>
  116. <div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span> </div>
  117. <div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><a class="code hl_define" href="_core_8h.html#ad14098b68b8c44ea6112601031268405">JPH_NAMESPACE_BEGIN</a></div>
  118. <div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span> </div>
  119. <div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span><span class="keyword">template</span> &lt;<span class="keyword">class</span> Vector, <span class="keyword">class</span> Matrix&gt;</div>
  120. <div class="foldopen" id="foldopen00029" data-start="{" data-end="}">
  121. <div class="line"><a id="l00029" name="l00029"></a><span class="lineno"><a class="line" href="_eigen_value_symmetric_8h.html#a63488e363acda8a1bd4cd3d297bf4d54"> 29</a></span><span class="keywordtype">bool</span> <a class="code hl_function" href="_eigen_value_symmetric_8h.html#a63488e363acda8a1bd4cd3d297bf4d54">EigenValueSymmetric</a>(<span class="keyword">const</span> <a class="code hl_class" href="class_matrix.html">Matrix</a> &amp;inMatrix, <a class="code hl_class" href="class_matrix.html">Matrix</a> &amp;outEigVec, <a class="code hl_class" href="class_vector.html">Vector</a> &amp;outEigVal)</div>
  122. <div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span>{</div>
  123. <div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> <span class="comment">// This algorithm can generate infinite values, see comment below</span></div>
  124. <div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> <a class="code hl_class" href="class_f_p_exception_disable_invalid.html">FPExceptionDisableInvalid</a> disable_invalid;</div>
  125. <div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> <a class="code hl_define" href="_core_8h.html#a719a73b9e445920bf5969f05d01ce69c">JPH_UNUSED</a>(disable_invalid);</div>
  126. <div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> </div>
  127. <div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> <span class="comment">// Maximum number of sweeps to make</span></div>
  128. <div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> <span class="keyword">const</span> <span class="keywordtype">int</span> cMaxSweeps = 50;</div>
  129. <div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> </div>
  130. <div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> <span class="comment">// Get problem dimension</span></div>
  131. <div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> <span class="keyword">const</span> <a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> n = inMatrix.<a class="code hl_function" href="class_matrix.html#a295baf4af956351b6bf05548e16887ee">GetRows</a>();</div>
  132. <div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span> </div>
  133. <div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> <span class="comment">// Make sure the dimensions are right</span></div>
  134. <div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(inMatrix.<a class="code hl_function" href="class_matrix.html#a295baf4af956351b6bf05548e16887ee">GetRows</a>() == n);</div>
  135. <div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(inMatrix.<a class="code hl_function" href="class_matrix.html#a45bd49a18dec51ca82c58aa5d12572be">GetCols</a>() == n);</div>
  136. <div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(outEigVec.<a class="code hl_function" href="class_matrix.html#a295baf4af956351b6bf05548e16887ee">GetRows</a>() == n);</div>
  137. <div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(outEigVec.<a class="code hl_function" href="class_matrix.html#a45bd49a18dec51ca82c58aa5d12572be">GetCols</a>() == n);</div>
  138. <div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(outEigVal.<a class="code hl_function" href="class_vector.html#a8c1387fdaa60b9569f5e9acb1363b7fb">GetRows</a>() == n);</div>
  139. <div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(outEigVec.<a class="code hl_function" href="class_matrix.html#a35353d8c2a5a249e5368e654bca5fc79">IsIdentity</a>());</div>
  140. <div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> </div>
  141. <div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> <span class="comment">// Get the matrix in a so we can mess with it</span></div>
  142. <div class="line"><a id="l00050" name="l00050"></a><span class="lineno"> 50</span> <a class="code hl_class" href="class_matrix.html">Matrix</a> a = inMatrix;</div>
  143. <div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> </div>
  144. <div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> <a class="code hl_class" href="class_vector.html">Vector</a> b, z;</div>
  145. <div class="line"><a id="l00053" name="l00053"></a><span class="lineno"> 53</span> </div>
  146. <div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> ip = 0; ip &lt; n; ++ip)</div>
  147. <div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> {</div>
  148. <div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> <span class="comment">// Initialize b to diagonal of a</span></div>
  149. <div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> b[ip] = a(ip, ip);</div>
  150. <div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> </div>
  151. <div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> <span class="comment">// Initialize output to diagonal of a</span></div>
  152. <div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> outEigVal[ip] = a(ip, ip);</div>
  153. <div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> </div>
  154. <div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> <span class="comment">// Reset z</span></div>
  155. <div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> z[ip] = 0.0f;</div>
  156. <div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> }</div>
  157. <div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> </div>
  158. <div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> sweep = 0; sweep &lt; cMaxSweeps; ++sweep)</div>
  159. <div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> {</div>
  160. <div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> <span class="comment">// Get the sum of the off-diagonal elements of a</span></div>
  161. <div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> <span class="keywordtype">float</span> sm = 0.0f;</div>
  162. <div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> ip = 0; ip &lt; n - 1; ++ip)</div>
  163. <div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> iq = ip + 1; iq &lt; n; ++iq)</div>
  164. <div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> sm += abs(a(ip, iq));</div>
  165. <div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> <span class="keywordtype">float</span> avg_sm = sm / <a class="code hl_function" href="_math_8h.html#a61379b8b743a16fe823daeebc1482570">Square</a>(n);</div>
  166. <div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> </div>
  167. <div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> <span class="comment">// Normal return, convergence to machine underflow</span></div>
  168. <div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> <span class="keywordflow">if</span> (avg_sm &lt; FLT_MIN) <span class="comment">// Original code: sm == 0.0f, when the average is denormal, we also consider it machine underflow</span></div>
  169. <div class="line"><a id="l00077" name="l00077"></a><span class="lineno"> 77</span> {</div>
  170. <div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> <span class="comment">// Sanity checks</span></div>
  171. <div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span><span class="preprocessor"> #ifdef JPH_ENABLE_ASSERTS</span></div>
  172. <div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> c = 0; c &lt; n; ++c)</div>
  173. <div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> {</div>
  174. <div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="comment">// Check if the eigenvector is normalized</span></div>
  175. <div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(outEigVec.<a class="code hl_function" href="class_matrix.html#a92a370676cc7e0788bc217a358170b4a">GetColumn</a>(c).IsNormalized());</div>
  176. <div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> </div>
  177. <div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span> <span class="comment">// Check if inMatrix * eigen_vector = eigen_value * eigen_vector</span></div>
  178. <div class="line"><a id="l00086" name="l00086"></a><span class="lineno"> 86</span> <a class="code hl_class" href="class_vector.html">Vector</a> mat_eigvec = inMatrix * outEigVec.<a class="code hl_function" href="class_matrix.html#a92a370676cc7e0788bc217a358170b4a">GetColumn</a>(c);</div>
  179. <div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> <a class="code hl_class" href="class_vector.html">Vector</a> eigval_eigvec = outEigVal[c] * outEigVec.<a class="code hl_function" href="class_matrix.html#a92a370676cc7e0788bc217a358170b4a">GetColumn</a>(c);</div>
  180. <div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(mat_eigvec.<a class="code hl_function" href="class_vector.html#a5e282c7195754fe9b4864ba772e3cad9">IsClose</a>(eigval_eigvec, max(mat_eigvec.<a class="code hl_function" href="class_vector.html#afa80dcde530acc7b7911526d921b60e8">LengthSq</a>(), eigval_eigvec.<a class="code hl_function" href="class_vector.html#afa80dcde530acc7b7911526d921b60e8">LengthSq</a>()) * 1.0e-6f));</div>
  181. <div class="line"><a id="l00089" name="l00089"></a><span class="lineno"> 89</span> }</div>
  182. <div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span><span class="preprocessor"> #endif</span></div>
  183. <div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span> </div>
  184. <div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span> <span class="comment">// Success</span></div>
  185. <div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> <span class="keywordflow">return</span> <span class="keyword">true</span>;</div>
  186. <div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> }</div>
  187. <div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> </div>
  188. <div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> <span class="comment">// On the first three sweeps use a fraction of the sum of the off diagonal elements as threshold</span></div>
  189. <div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> <span class="comment">// Note that we pick a minimum threshold of FLT_MIN because dividing by a denormalized number is likely to result in infinity.</span></div>
  190. <div class="line"><a id="l00098" name="l00098"></a><span class="lineno"> 98</span> <span class="keywordtype">float</span> thresh = sweep &lt; 4? 0.2f * avg_sm : FLT_MIN; <span class="comment">// Original code: 0.0f instead of FLT_MIN</span></div>
  191. <div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> </div>
  192. <div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> ip = 0; ip &lt; n - 1; ++ip)</div>
  193. <div class="line"><a id="l00101" name="l00101"></a><span class="lineno"> 101</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> iq = ip + 1; iq &lt; n; ++iq)</div>
  194. <div class="line"><a id="l00102" name="l00102"></a><span class="lineno"> 102</span> {</div>
  195. <div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> <span class="keywordtype">float</span> &amp;a_pq = a(ip, iq);</div>
  196. <div class="line"><a id="l00104" name="l00104"></a><span class="lineno"> 104</span> <span class="keywordtype">float</span> &amp;eigval_p = outEigVal[ip];</div>
  197. <div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span> <span class="keywordtype">float</span> &amp;eigval_q = outEigVal[iq];</div>
  198. <div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> </div>
  199. <div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span> <span class="keywordtype">float</span> abs_a_pq = abs(a_pq);</div>
  200. <div class="line"><a id="l00108" name="l00108"></a><span class="lineno"> 108</span> <span class="keywordtype">float</span> g = 100.0f * abs_a_pq;</div>
  201. <div class="line"><a id="l00109" name="l00109"></a><span class="lineno"> 109</span> </div>
  202. <div class="line"><a id="l00110" name="l00110"></a><span class="lineno"> 110</span> <span class="comment">// After four sweeps, skip the rotation if the off-diagonal element is small</span></div>
  203. <div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> <span class="keywordflow">if</span> (sweep &gt; 4</div>
  204. <div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span> &amp;&amp; abs(eigval_p) + g == abs(eigval_p)</div>
  205. <div class="line"><a id="l00113" name="l00113"></a><span class="lineno"> 113</span> &amp;&amp; abs(eigval_q) + g == abs(eigval_q))</div>
  206. <div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span> {</div>
  207. <div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> a_pq = 0.0f;</div>
  208. <div class="line"><a id="l00116" name="l00116"></a><span class="lineno"> 116</span> }</div>
  209. <div class="line"><a id="l00117" name="l00117"></a><span class="lineno"> 117</span> <span class="keywordflow">else</span> <span class="keywordflow">if</span> (abs_a_pq &gt; thresh)</div>
  210. <div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> {</div>
  211. <div class="line"><a id="l00119" name="l00119"></a><span class="lineno"> 119</span> <span class="keywordtype">float</span> h = eigval_q - eigval_p;</div>
  212. <div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> <span class="keywordtype">float</span> abs_h = abs(h);</div>
  213. <div class="line"><a id="l00121" name="l00121"></a><span class="lineno"> 121</span> </div>
  214. <div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> <span class="keywordtype">float</span> t;</div>
  215. <div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> <span class="keywordflow">if</span> (abs_h + g == abs_h)</div>
  216. <div class="line"><a id="l00124" name="l00124"></a><span class="lineno"> 124</span> {</div>
  217. <div class="line"><a id="l00125" name="l00125"></a><span class="lineno"> 125</span> t = a_pq / h;</div>
  218. <div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> }</div>
  219. <div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> <span class="keywordflow">else</span></div>
  220. <div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span> {</div>
  221. <div class="line"><a id="l00129" name="l00129"></a><span class="lineno"> 129</span> <span class="keywordtype">float</span> theta = 0.5f * h / a_pq; <span class="comment">// Warning: Can become infinite if a(ip, iq) is very small which may trigger an invalid float exception</span></div>
  222. <div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> t = 1.0f / (abs(theta) + sqrt(1.0f + theta * theta)); <span class="comment">// If theta becomes inf, t will be 0 so the infinite is not a problem for the algorithm</span></div>
  223. <div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> <span class="keywordflow">if</span> (theta &lt; 0.0f) t = -t;</div>
  224. <div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> }</div>
  225. <div class="line"><a id="l00133" name="l00133"></a><span class="lineno"> 133</span> </div>
  226. <div class="line"><a id="l00134" name="l00134"></a><span class="lineno"> 134</span> <span class="keywordtype">float</span> c = 1.0f / sqrt(1.0f + t * t);</div>
  227. <div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> <span class="keywordtype">float</span> s = t * c;</div>
  228. <div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span> <span class="keywordtype">float</span> tau = s / (1.0f + c);</div>
  229. <div class="line"><a id="l00137" name="l00137"></a><span class="lineno"> 137</span> h = t * a_pq;</div>
  230. <div class="line"><a id="l00138" name="l00138"></a><span class="lineno"> 138</span> </div>
  231. <div class="line"><a id="l00139" name="l00139"></a><span class="lineno"> 139</span> a_pq = 0.0f;</div>
  232. <div class="line"><a id="l00140" name="l00140"></a><span class="lineno"> 140</span> </div>
  233. <div class="line"><a id="l00141" name="l00141"></a><span class="lineno"> 141</span> z[ip] -= h;</div>
  234. <div class="line"><a id="l00142" name="l00142"></a><span class="lineno"> 142</span> z[iq] += h;</div>
  235. <div class="line"><a id="l00143" name="l00143"></a><span class="lineno"> 143</span> </div>
  236. <div class="line"><a id="l00144" name="l00144"></a><span class="lineno"> 144</span> eigval_p -= h;</div>
  237. <div class="line"><a id="l00145" name="l00145"></a><span class="lineno"> 145</span> eigval_q += h;</div>
  238. <div class="line"><a id="l00146" name="l00146"></a><span class="lineno"> 146</span> </div>
  239. <div class="line"><a id="l00147" name="l00147"></a><span class="lineno"> 147</span><span class="preprocessor"> #define JPH_EVS_ROTATE(a, i, j, k, l) \</span></div>
  240. <div class="line"><a id="l00148" name="l00148"></a><span class="lineno"> 148</span><span class="preprocessor"> g = a(i, j), \</span></div>
  241. <div class="line"><a id="l00149" name="l00149"></a><span class="lineno"> 149</span><span class="preprocessor"> h = a(k, l), \</span></div>
  242. <div class="line"><a id="l00150" name="l00150"></a><span class="lineno"> 150</span><span class="preprocessor"> a(i, j) = g - s * (h + g * tau), \</span></div>
  243. <div class="line"><a id="l00151" name="l00151"></a><span class="lineno"> 151</span><span class="preprocessor"> a(k, l) = h + s * (g - h * tau)</span></div>
  244. <div class="line"><a id="l00152" name="l00152"></a><span class="lineno"> 152</span> </div>
  245. <div class="line"><a id="l00153" name="l00153"></a><span class="lineno"> 153</span> <a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> j;</div>
  246. <div class="line"><a id="l00154" name="l00154"></a><span class="lineno"> 154</span> <span class="keywordflow">for</span> (j = 0; j &lt; ip; ++j) <a class="code hl_define" href="_eigen_value_symmetric_8h.html#a7de93add3597eb0ea0e78c5cd45f9725">JPH_EVS_ROTATE</a>(a, j, ip, j, iq);</div>
  247. <div class="line"><a id="l00155" name="l00155"></a><span class="lineno"> 155</span> <span class="keywordflow">for</span> (j = ip + 1; j &lt; iq; ++j) <a class="code hl_define" href="_eigen_value_symmetric_8h.html#a7de93add3597eb0ea0e78c5cd45f9725">JPH_EVS_ROTATE</a>(a, ip, j, j, iq);</div>
  248. <div class="line"><a id="l00156" name="l00156"></a><span class="lineno"> 156</span> <span class="keywordflow">for</span> (j = iq + 1; j &lt; n; ++j) <a class="code hl_define" href="_eigen_value_symmetric_8h.html#a7de93add3597eb0ea0e78c5cd45f9725">JPH_EVS_ROTATE</a>(a, ip, j, iq, j);</div>
  249. <div class="line"><a id="l00157" name="l00157"></a><span class="lineno"> 157</span> <span class="keywordflow">for</span> (j = 0; j &lt; n; ++j) <a class="code hl_define" href="_eigen_value_symmetric_8h.html#a7de93add3597eb0ea0e78c5cd45f9725">JPH_EVS_ROTATE</a>(outEigVec, j, ip, j, iq);</div>
  250. <div class="line"><a id="l00158" name="l00158"></a><span class="lineno"> 158</span> </div>
  251. <div class="line"><a id="l00159" name="l00159"></a><span class="lineno"> 159</span><span class="preprocessor"> #undef JPH_EVS_ROTATE</span></div>
  252. <div class="line"><a id="l00160" name="l00160"></a><span class="lineno"> 160</span> }</div>
  253. <div class="line"><a id="l00161" name="l00161"></a><span class="lineno"> 161</span> }</div>
  254. <div class="line"><a id="l00162" name="l00162"></a><span class="lineno"> 162</span> </div>
  255. <div class="line"><a id="l00163" name="l00163"></a><span class="lineno"> 163</span> <span class="comment">// Update eigenvalues with the sum of ta_pq and reinitialize z</span></div>
  256. <div class="line"><a id="l00164" name="l00164"></a><span class="lineno"> 164</span> <span class="keywordflow">for</span> (<a class="code hl_typedef" href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a> ip = 0; ip &lt; n; ++ip)</div>
  257. <div class="line"><a id="l00165" name="l00165"></a><span class="lineno"> 165</span> {</div>
  258. <div class="line"><a id="l00166" name="l00166"></a><span class="lineno"> 166</span> b[ip] += z[ip];</div>
  259. <div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> outEigVal[ip] = b[ip];</div>
  260. <div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> z[ip] = 0.0f;</div>
  261. <div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span> }</div>
  262. <div class="line"><a id="l00170" name="l00170"></a><span class="lineno"> 170</span> }</div>
  263. <div class="line"><a id="l00171" name="l00171"></a><span class="lineno"> 171</span> </div>
  264. <div class="line"><a id="l00172" name="l00172"></a><span class="lineno"> 172</span> <span class="comment">// Failure</span></div>
  265. <div class="line"><a id="l00173" name="l00173"></a><span class="lineno"> 173</span> <a class="code hl_define" href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a>(<span class="keyword">false</span>, <span class="stringliteral">&quot;Too many iterations&quot;</span>);</div>
  266. <div class="line"><a id="l00174" name="l00174"></a><span class="lineno"> 174</span> <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
  267. <div class="line"><a id="l00175" name="l00175"></a><span class="lineno"> 175</span>}</div>
  268. </div>
  269. <div class="line"><a id="l00176" name="l00176"></a><span class="lineno"> 176</span> </div>
  270. <div class="line"><a id="l00177" name="l00177"></a><span class="lineno"> 177</span><a class="code hl_define" href="_core_8h.html#a73da8725998b00321a9db341202d650d">JPH_NAMESPACE_END</a></div>
  271. <div class="ttc" id="a_core_8h_html_a69aa29b598b851b0640aa225a9e5d61d"><div class="ttname"><a href="_core_8h.html#a69aa29b598b851b0640aa225a9e5d61d">uint</a></div><div class="ttdeci">unsigned int uint</div><div class="ttdef"><b>Definition</b> Core.h:500</div></div>
  272. <div class="ttc" id="a_core_8h_html_a719a73b9e445920bf5969f05d01ce69c"><div class="ttname"><a href="_core_8h.html#a719a73b9e445920bf5969f05d01ce69c">JPH_UNUSED</a></div><div class="ttdeci">#define JPH_UNUSED(x)</div><div class="ttdef"><b>Definition</b> Core.h:597</div></div>
  273. <div class="ttc" id="a_core_8h_html_a73da8725998b00321a9db341202d650d"><div class="ttname"><a href="_core_8h.html#a73da8725998b00321a9db341202d650d">JPH_NAMESPACE_END</a></div><div class="ttdeci">#define JPH_NAMESPACE_END</div><div class="ttdef"><b>Definition</b> Core.h:425</div></div>
  274. <div class="ttc" id="a_core_8h_html_ad14098b68b8c44ea6112601031268405"><div class="ttname"><a href="_core_8h.html#ad14098b68b8c44ea6112601031268405">JPH_NAMESPACE_BEGIN</a></div><div class="ttdeci">#define JPH_NAMESPACE_BEGIN</div><div class="ttdef"><b>Definition</b> Core.h:419</div></div>
  275. <div class="ttc" id="a_eigen_value_symmetric_8h_html_a63488e363acda8a1bd4cd3d297bf4d54"><div class="ttname"><a href="_eigen_value_symmetric_8h.html#a63488e363acda8a1bd4cd3d297bf4d54">EigenValueSymmetric</a></div><div class="ttdeci">JPH_NAMESPACE_BEGIN bool EigenValueSymmetric(const Matrix &amp;inMatrix, Matrix &amp;outEigVec, Vector &amp;outEigVal)</div><div class="ttdef"><b>Definition</b> EigenValueSymmetric.h:29</div></div>
  276. <div class="ttc" id="a_eigen_value_symmetric_8h_html_a7de93add3597eb0ea0e78c5cd45f9725"><div class="ttname"><a href="_eigen_value_symmetric_8h.html#a7de93add3597eb0ea0e78c5cd45f9725">JPH_EVS_ROTATE</a></div><div class="ttdeci">#define JPH_EVS_ROTATE(a, i, j, k, l)</div></div>
  277. <div class="ttc" id="a_f_p_exception_8h_html"><div class="ttname"><a href="_f_p_exception_8h.html">FPException.h</a></div></div>
  278. <div class="ttc" id="a_issue_reporting_8h_html_aaf6b1df827e11b7ca5f6f8778bd8f8cd"><div class="ttname"><a href="_issue_reporting_8h.html#aaf6b1df827e11b7ca5f6f8778bd8f8cd">JPH_ASSERT</a></div><div class="ttdeci">#define JPH_ASSERT(...)</div><div class="ttdef"><b>Definition</b> IssueReporting.h:33</div></div>
  279. <div class="ttc" id="a_math_8h_html_a61379b8b743a16fe823daeebc1482570"><div class="ttname"><a href="_math_8h.html#a61379b8b743a16fe823daeebc1482570">Square</a></div><div class="ttdeci">JPH_INLINE constexpr T Square(T inV)</div><div class="ttdoc">Square a value.</div><div class="ttdef"><b>Definition</b> Math.h:55</div></div>
  280. <div class="ttc" id="aclass_f_p_exception_disable_invalid_html"><div class="ttname"><a href="class_f_p_exception_disable_invalid.html">FPExceptionDisableInvalid</a></div><div class="ttdef"><b>Definition</b> FPException.h:90</div></div>
  281. <div class="ttc" id="aclass_matrix_html"><div class="ttname"><a href="class_matrix.html">Matrix</a></div><div class="ttdoc">Templatized matrix class.</div><div class="ttdef"><b>Definition</b> Matrix.h:15</div></div>
  282. <div class="ttc" id="aclass_matrix_html_a295baf4af956351b6bf05548e16887ee"><div class="ttname"><a href="class_matrix.html#a295baf4af956351b6bf05548e16887ee">Matrix::GetRows</a></div><div class="ttdeci">uint GetRows() const</div><div class="ttdoc">Dimensions.</div><div class="ttdef"><b>Definition</b> Matrix.h:22</div></div>
  283. <div class="ttc" id="aclass_matrix_html_a35353d8c2a5a249e5368e654bca5fc79"><div class="ttname"><a href="class_matrix.html#a35353d8c2a5a249e5368e654bca5fc79">Matrix::IsIdentity</a></div><div class="ttdeci">bool IsIdentity() const</div><div class="ttdoc">Check if this matrix is identity.</div><div class="ttdef"><b>Definition</b> Matrix.h:58</div></div>
  284. <div class="ttc" id="aclass_matrix_html_a45bd49a18dec51ca82c58aa5d12572be"><div class="ttname"><a href="class_matrix.html#a45bd49a18dec51ca82c58aa5d12572be">Matrix::GetCols</a></div><div class="ttdeci">uint GetCols() const</div><div class="ttdef"><b>Definition</b> Matrix.h:23</div></div>
  285. <div class="ttc" id="aclass_matrix_html_a92a370676cc7e0788bc217a358170b4a"><div class="ttname"><a href="class_matrix.html#a92a370676cc7e0788bc217a358170b4a">Matrix::GetColumn</a></div><div class="ttdeci">const Vector&lt; Rows &gt; &amp; GetColumn(int inIdx) const</div><div class="ttdoc">Column access.</div><div class="ttdef"><b>Definition</b> Matrix.h:225</div></div>
  286. <div class="ttc" id="aclass_vector_html"><div class="ttname"><a href="class_vector.html">Vector</a></div><div class="ttdoc">Templatized vector class.</div><div class="ttdef"><b>Definition</b> Vector.h:12</div></div>
  287. <div class="ttc" id="aclass_vector_html_a5e282c7195754fe9b4864ba772e3cad9"><div class="ttname"><a href="class_vector.html#a5e282c7195754fe9b4864ba772e3cad9">Vector::IsClose</a></div><div class="ttdeci">bool IsClose(const Vector &amp;inV2, float inMaxDistSq=1.0e-12f) const</div><div class="ttdoc">Test if two vectors are close to each other.</div><div class="ttdef"><b>Definition</b> Vector.h:78</div></div>
  288. <div class="ttc" id="aclass_vector_html_a8c1387fdaa60b9569f5e9acb1363b7fb"><div class="ttname"><a href="class_vector.html#a8c1387fdaa60b9569f5e9acb1363b7fb">Vector::GetRows</a></div><div class="ttdeci">uint GetRows() const</div><div class="ttdoc">Dimensions.</div><div class="ttdef"><b>Definition</b> Vector.h:19</div></div>
  289. <div class="ttc" id="aclass_vector_html_afa80dcde530acc7b7911526d921b60e8"><div class="ttname"><a href="class_vector.html#afa80dcde530acc7b7911526d921b60e8">Vector::LengthSq</a></div><div class="ttdeci">float LengthSq() const</div><div class="ttdoc">Squared length of vector.</div><div class="ttdef"><b>Definition</b> Vector.h:175</div></div>
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