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authorcathook <b01902109@csie.ntu.edu.tw>2014-06-01 13:56:57 +0800
committercathook <b01902109@csie.ntu.edu.tw>2014-06-01 13:56:57 +0800
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+ <div id="projectname">Templates -- Meow
+ &#160;<span id="projectnumber">1.1.2</span>
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+ <div id="projectbrief">不能,也不應該先編譯成obj-file的templates</div>
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+<div class="title">methods.h</div> </div>
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+<div class="contents">
+<a href="methods_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="preprocessor">#ifndef math_methods_H__</span></div>
+<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define math_methods_H__</span></div>
+<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="Matrix_8h.html">Matrix.h</a>&quot;</span></div>
+<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="Vector_8h.html">Vector.h</a>&quot;</span></div>
+<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="math_2utility_8h.html">utility.h</a>&quot;</span></div>
+<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;</div>
+<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="preprocessor">#include &lt;cstdlib&gt;</span></div>
+<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
+<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;</div>
+<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="keyword">namespace </span>meow {</div>
+<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;</div>
+<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">class</span> Data, <span class="keyword">class</span> WeightingClass&gt;</div>
+<div class="line"><a name="l00058"></a><span class="lineno"><a class="code" href="namespacemeow.html#a43a73b75f2e23c8172d2098d57eaf75a"> 58</a></span>&#160;<span class="keyword">inline</span> std::vector&lt;Data&gt; <a class="code" href="namespacemeow.html#a43a73b75f2e23c8172d2098d57eaf75a" title="Run the RANSAC method to approach the best solution.">ransac</a>(std::vector&lt;Data&gt; <span class="keyword">const</span>&amp; data,</div>
+<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; WeightingClass <span class="keyword">const</span>&amp; w,</div>
+<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="keywordtype">size_t</span> N,</div>
+<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; <span class="keywordtype">double</span> p0, <span class="keywordtype">double</span> P) {</div>
+<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <span class="keywordflow">if</span> (data.size() &lt; N) {</div>
+<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; <span class="keywordflow">return</span> std::vector&lt;Data&gt;();</div>
+<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; }</div>
+<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordtype">double</span> ww = -1.0;</div>
+<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; std::vector&lt;Data&gt; ret;</div>
+<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">double</span> count = ceil(log(1.0 - P) / log(1.0 - pow(p0, N)));</div>
+<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; count &gt; 0.0; count -= 1.0) {</div>
+<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; std::vector&lt;Data&gt; sample;</div>
+<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; std::vector&lt;int&gt; index(N);</div>
+<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; N; i++) {</div>
+<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">bool</span> ok = <span class="keyword">false</span>; !ok; ) {</div>
+<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; index[i] = rand() % data.size();</div>
+<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; ok = <span class="keyword">true</span>;</div>
+<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> j = 0; ok &amp;&amp; j &lt; i; j++)</div>
+<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <span class="keywordflow">if</span> (index[i] == index[j])</div>
+<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; ok = <span class="keyword">false</span>;</div>
+<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; }</div>
+<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; sample.push_back(data[index[i]]);</div>
+<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; }</div>
+<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keywordtype">double</span> w_now = w(sample, data);</div>
+<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keywordflow">if</span> (w_now &lt; 0) {</div>
+<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; count += 0.5;</div>
+<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; <span class="keywordflow">continue</span>;</div>
+<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; }</div>
+<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordflow">if</span> (ww &lt; w_now) {</div>
+<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; ret = sample;</div>
+<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; ww = w_now;</div>
+<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; }</div>
+<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; }</div>
+<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <span class="keywordflow">return</span> ret;</div>
+<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160;}</div>
+<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160;</div>
+<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160;</div>
+<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">class</span> Scalar, <span class="keyword">class</span> F, <span class="keyword">class</span> J, <span class="keyword">class</span> I, <span class="keyword">class</span> Stop&gt;</div>
+<div class="line"><a name="l00163"></a><span class="lineno"><a class="code" href="namespacemeow.html#a8e4a4baed7fb497f170075648ac95077"> 163</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="classmeow_1_1Vector.html" title="vector ">Vector&lt;Scalar&gt;</a> <a class="code" href="namespacemeow.html#a8e4a4baed7fb497f170075648ac95077" title="Run the Levenberg-Marquardt method to solve a non-linear least squares problem.">levenbergMarquardt</a>(F <span class="keyword">const</span>&amp; func,</div>
+<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; J <span class="keyword">const</span>&amp; jaco,</div>
+<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; I <span class="keyword">const</span>&amp; iden,</div>
+<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; <a class="code" href="classmeow_1_1Vector.html" title="vector ">Vector&lt;Scalar&gt;</a> <span class="keyword">const</span>&amp; init,</div>
+<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; Stop <span class="keyword">const</span>&amp; stop,</div>
+<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <span class="keywordtype">int</span> counter = -1) {</div>
+<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <a class="code" href="classmeow_1_1Vector.html" title="vector ">Vector&lt;Scalar&gt;</a> ans(init);</div>
+<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; <span class="keywordflow">for</span>(<a class="code" href="classmeow_1_1Vector.html" title="vector ">Vector&lt;Scalar&gt;</a> rv;</div>
+<div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; !stop((rv = func(ans)).length2()) &amp;&amp; counter != 0; counter--) {</div>
+<div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; <a class="code" href="classmeow_1_1Matrix.html">Matrix&lt;Scalar&gt;</a> j(jaco(ans)), jt(j.transpose());</div>
+<div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; <a class="code" href="classmeow_1_1Matrix.html">Matrix&lt;Scalar&gt;</a> i(iden(ans));</div>
+<div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; ans = ans - <a class="code" href="classmeow_1_1Vector.html" title="vector ">Vector&lt;Scalar&gt;</a>((jt * j + i).inverse() * jt * rv.matrix());</div>
+<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; }</div>
+<div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160; <span class="keywordflow">return</span> ans;</div>
+<div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160;}</div>
+<div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160;</div>
+<div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160;}</div>
+<div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160;</div>
+<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160;<span class="preprocessor">#endif // math_methods_H__</span></div>
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