Documentation for 8a368240e2

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2024-08-30 17:22:07 +00:00
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5155 changed files with 53816 additions and 36252 deletions

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<tr class="memdesc:db/dc0/namespacebacktracking"><td class="mdescLeft">&#160;</td><td class="mdescRight">for vector container <br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Solve a multivariable first order <a href="https://en.wikipedia.org/wiki/Ordinary_differential_equation" target="_blank">ordinary differential equation (ODEs)</a> using <a href="https://en.wikipedia.org/wiki/Semi-implicit_Euler_method" target="_blank">semi implicit Euler method</a> </p>
<dl class="section author"><dt>Authors</dt><dd><a href="https://github.com/kvedala" target="_blank">Krishna Vedala</a> </dd></dl>
<p>The ODE being solved is: </p><p class="formulaDsp">
<p>The ODE being solved is: </p><p class="formulaDsp">
\begin{eqnarray*}
\dot{u} &amp;=&amp; v\\
\dot{v} &amp;=&amp; -\omega^2 u\\
\omega &amp;=&amp; 1\\
[x_0, u_0, v_0] &amp;=&amp; [0,1,0]\qquad\ldots\text{(initial values)}
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\dot{u} &amp;=&amp; v\\
\dot{v} &amp;=&amp; -\omega^2 u\\
\omega &amp;=&amp; 1\\
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<p> The exact solution for the above problem is: </p><p class="formulaDsp">
<p> The exact solution for the above problem is: </p><p class="formulaDsp">
\begin{eqnarray*}
u(x) &amp;=&amp; \cos(x)\\
v(x) &amp;=&amp; -\sin(x)\\
\end{eqnarray*}
u(x) &amp;=&amp; \cos(x)\\
v(x) &amp;=&amp; -\sin(x)\\
\end{eqnarray*}
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<p> The computation results are stored to a text file <code>semi_implicit_euler.csv</code> and the exact soltuion results in <code>exact.csv</code> for comparison. <img src="https://raw.githubusercontent.com/TheAlgorithms/C-Plus-Plus/docs/images/numerical_methods/ode_semi_implicit_euler.svg" alt="Implementation solution" style="pointer-events: none;" class="inline"/></p>
<p>To implement <a href="https://en.wikipedia.org/wiki/Van_der_Pol_oscillator" target="_blank">Van der Pol oscillator</a>, change the <a class="el" href="#abaeae8f62a018d197f0187a1c80a90fe" title="Problem statement for a system with first-order differential equations. Updates the system differenti...">problem</a> function to: </p><div class="fragment"><div class="line"><span class="keyword">const</span> <span class="keywordtype">double</span> mu = 2.0;</div>
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<title>Algorithms_in_C++: data_structures/binary_search_tree.cpp File Reference</title>
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@@ -11,9 +11,9 @@
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<td class="memname"><a class="el" href="../../d5/da1/structnode.html">node</a> * dequeue </td>
<td>(</td>
<td class="paramname"><span class="paramname"></span></td><td>)</td>
<td class="paramname"><span class="paramname"><em></em></span></td><td>)</td>
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<td class="memname">void Insert </td>
<td>(</td>
<td class="paramtype"><a class="el" href="../../d5/da1/structnode.html">node</a> *</td> <td class="paramname"><span class="paramname"><em>n</em>, </span></td>
<td class="paramtype"><a class="el" href="../../d5/da1/structnode.html">node</a> *</td> <td class="paramname"><span class="paramname"><em>n</em></span>, </td>
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@@ -323,7 +328,7 @@ Variables</h2></td></tr>
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<td class="memname">int main </td>
<td>(</td>
<td class="paramtype">void</td> <td class="paramname"><span class="paramname"></span></td><td>)</td>
<td class="paramtype">void</td> <td class="paramname"><span class="paramname"><em></em></span></td><td>)</td>
<td></td>
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@@ -439,12 +444,12 @@ Variables</h2></td></tr>
<tr>
<td class="memname">void Remove </td>
<td>(</td>
<td class="paramtype"><a class="el" href="../../d5/da1/structnode.html">node</a> *</td> <td class="paramname"><span class="paramname"><em>p</em>, </span></td>
<td class="paramtype"><a class="el" href="../../d5/da1/structnode.html">node</a> *</td> <td class="paramname"><span class="paramname"><em>p</em></span>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="../../d5/da1/structnode.html">node</a> *</td> <td class="paramname"><span class="paramname"><em>n</em>, </span></td>
<td class="paramtype"><a class="el" href="../../d5/da1/structnode.html">node</a> *</td> <td class="paramname"><span class="paramname"><em>n</em></span>, </td>
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@@ -493,7 +498,7 @@ Variables</h2></td></tr>
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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@@ -11,9 +11,9 @@
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@@ -43,18 +43,23 @@ MathJax.Hub.Config({
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@@ -73,7 +78,7 @@ $(function() {
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@@ -210,13 +215,11 @@ Private Attributes</h2></td></tr>
<div class="line"><span class="lineno"> 143</span> <span class="comment">// and also no prefix in the line</span></div>
<div class="line"><span class="lineno"> 144</span> <span class="keywordflow">while</span> (!(nodes.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/stack/top.html">top</a>()-&gt;word_end) &amp;&amp; nodes.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/stack/top.html">top</a>()-&gt;children.empty()) {</div>
<div class="line"><span class="lineno"> 145</span> nodes.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/stack/pop.html">pop</a>();</div>
<div class="line"><span class="lineno"> 146</span> nodes.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/stack/top.html">top</a>()-&gt;children.erase(word.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/string/basic_string/back.html">back</a>());</div>
<div class="line"><span class="lineno"> 147</span> word.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/string/basic_string/pop_back.html">pop_back</a>();</div>
<div class="line"><span class="lineno"> 146</span> nodes.<a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/stack/top.html">top</a>()-&gt;children.erase(word.back());</div>
<div class="line"><span class="lineno"> 147</span> word.pop_back();</div>
<div class="line"><span class="lineno"> 148</span> }</div>
<div class="line"><span class="lineno"> 149</span> }</div>
<div class="ttc" id="aback_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/string/basic_string/back.html">std::string::back</a></div><div class="ttdeci">T back(T... args)</div></div>
<div class="ttc" id="aclassdata__structures_1_1trie__using__hashmap_1_1_trie_html_a832072498abeaa52ad43c4fc99cba248"><div class="ttname"><a href="#a832072498abeaa52ad43c4fc99cba248">data_structures::trie_using_hashmap::Trie::root_node</a></div><div class="ttdeci">std::shared_ptr&lt; Node &gt; root_node</div><div class="ttdoc">declaring root node of trie</div><div class="ttdef"><b>Definition</b> trie_using_hashmap.cpp:51</div></div>
<div class="ttc" id="apop_back_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/string/basic_string/pop_back.html">std::string::pop_back</a></div><div class="ttdeci">T pop_back(T... args)</div></div>
<div class="ttc" id="apop_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/container/stack/pop.html">std::stack::pop</a></div><div class="ttdeci">T pop(T... args)</div></div>
<div class="ttc" id="apush_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/container/stack/push.html">std::stack::push</a></div><div class="ttdeci">T push(T... args)</div></div>
<div class="ttc" id="ashared_ptr_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a></div></div>
@@ -242,12 +245,12 @@ Here is the call graph for this function:</div>
<tr>
<td class="memname"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>&lt; <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/string/basic_string.html">std::string</a> &gt; data_structures::trie_using_hashmap::Trie::get_all_words </td>
<td>(</td>
<td class="paramtype"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>&lt; <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/string/basic_string.html">std::string</a> &gt;</td> <td class="paramname"><span class="paramname"><em>results</em>, </span></td>
<td class="paramtype"><a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/container/vector.html">std::vector</a>&lt; <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/string/basic_string.html">std::string</a> &gt;</td> <td class="paramname"><span class="paramname"><em>results</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../d5/d12/structdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node.html">Node</a> &gt; &amp;</td> <td class="paramname"><span class="paramname"><em>element</em>, </span></td>
<td class="paramtype">const <a class="elRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr</a>&lt; <a class="el" href="../../d5/d12/structdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node.html">Node</a> &gt; &amp;</td> <td class="paramname"><span class="paramname"><em>element</em></span>, </td>
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@@ -279,7 +282,7 @@ Here is the call graph for this function:</div>
<div class="line"><span class="lineno"> 166</span> <span class="keywordflow">if</span> (element-&gt;<a class="code hl_variable" href="../../d5/d12/structdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node.html#a08212cdc99164b59da91b81f45e2f88e">children</a>.empty()) {</div>
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<div class="line"><span class="lineno"> 169</span> <span class="keywordflow">for</span> (<span class="keyword">auto</span> <span class="keyword">const</span>&amp; x : element-&gt;<a class="code hl_variable" href="../../d5/d12/structdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node.html#a08212cdc99164b59da91b81f45e2f88e">children</a>) {</div>
<div class="line"><span class="lineno"> 170</span> <a class="code hl_classRef" target="_blank" href="http://en.cppreference.com/w/cpp/string/basic_string.html">std::string</a> key = <span class="stringliteral">&quot;&quot;</span>;</div>
<div class="line"><span class="lineno"> 171</span> key = x.first;</div>
<div class="line"><span class="lineno"> 172</span> prefix += key;</div>
@@ -294,6 +297,7 @@ Here is the call graph for this function:</div>
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<div class="ttc" id="abasic_string_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/string/basic_string.html">std::string</a></div></div>
<div class="ttc" id="aclassdata__structures_1_1trie__using__hashmap_1_1_trie_html_a7bbe538c8015e8ce158e7ed43f605ebd"><div class="ttname"><a href="#a7bbe538c8015e8ce158e7ed43f605ebd">data_structures::trie_using_hashmap::Trie::get_all_words</a></div><div class="ttdeci">std::vector&lt; std::string &gt; get_all_words(std::vector&lt; std::string &gt; results, const std::shared_ptr&lt; Node &gt; &amp;element, std::string prefix)</div><div class="ttdoc">helper function to predict/recommend words that starts with a given prefix from the end of prefix's n...</div><div class="ttdef"><b>Definition</b> trie_using_hashmap.cpp:160</div></div>
<div class="ttc" id="apop_back_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/string/basic_string/pop_back.html">std::string::pop_back</a></div><div class="ttdeci">T pop_back(T... args)</div></div>
<div class="ttc" id="apush_back_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/container/vector/push_back.html">std::vector::push_back</a></div><div class="ttdeci">T push_back(T... args)</div></div>
<div class="ttc" id="astructdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node_html_a08212cdc99164b59da91b81f45e2f88e"><div class="ttname"><a href="../../d5/d12/structdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node.html#a08212cdc99164b59da91b81f45e2f88e">data_structures::trie_using_hashmap::Trie::Node::children</a></div><div class="ttdeci">std::unordered_map&lt; char16_t, std::shared_ptr&lt; Node &gt; &gt; children</div><div class="ttdef"><b>Definition</b> trie_using_hashmap.cpp:46</div></div>
<div class="ttc" id="astructdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node_html_a3cdb077745d3dc97212d693132371219"><div class="ttname"><a href="../../d5/d12/structdata__structures_1_1trie__using__hashmap_1_1_trie_1_1_node.html#a3cdb077745d3dc97212d693132371219">data_structures::trie_using_hashmap::Trie::Node::word_end</a></div><div class="ttdeci">bool word_end</div><div class="ttdoc">boolean variable to represent the node end</div><div class="ttdef"><b>Definition</b> trie_using_hashmap.cpp:48</div></div>
@@ -339,7 +343,7 @@ Here is the call graph for this function:</div>
<div class="line"><span class="lineno"> 63</span> <a class="code hl_classRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr.html">std::shared_ptr&lt;Node&gt;</a> curr = <a class="code hl_variable" href="#a832072498abeaa52ad43c4fc99cba248">root_node</a>;</div>
<div class="line"><span class="lineno"> 64</span> <span class="keywordflow">for</span> (<span class="keywordtype">char</span> ch : word) {</div>
<div class="line"><span class="lineno"> 65</span> <span class="keywordflow">if</span> (curr-&gt;children.find(ch) == curr-&gt;children.end()) {</div>
<div class="line"><span class="lineno"> 66</span> curr-&gt;children[ch] = std::make_shared&lt;Node&gt;();</div>
<div class="line"><span class="lineno"> 66</span> curr-&gt;children[ch] = <a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr/make_shared.html">std::make_shared&lt;Node&gt;</a>();</div>
<div class="line"><span class="lineno"> 67</span> }</div>
<div class="line"><span class="lineno"> 68</span> curr = curr-&gt;children[ch];</div>
<div class="line"><span class="lineno"> 69</span> }</div>
@@ -348,7 +352,13 @@ Here is the call graph for this function:</div>
<div class="line"><span class="lineno"> 72</span> curr-&gt;word_end = <span class="keyword">true</span>;</div>
<div class="line"><span class="lineno"> 73</span> }</div>
<div class="line"><span class="lineno"> 74</span> }</div>
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<div class="ttc" id="amake_shared_html"><div class="ttname"><a href="http://en.cppreference.com/w/cpp/memory/shared_ptr/make_shared.html">std::make_shared</a></div><div class="ttdeci">T make_shared(T... args)</div></div>
</div><!-- fragment --><div class="dynheader">
Here is the call graph for this function:</div>
<div class="dyncontent">
<div class="center"><iframe scrolling="no" frameborder="0" src="../../d3/d26/classdata__structures_1_1trie__using__hashmap_1_1_trie_abcae0a4456e7f583ce716e3ef466dfd2_cgraph.svg" width="334" height="67"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
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<a id="ae15fdc7f2b5023992d87a711d78566c4" name="ae15fdc7f2b5023992d87a711d78566c4"></a>
@@ -539,7 +549,7 @@ Here is the call graph for this function:</div>
</table>
</div><div class="memdoc">
<b>Initial value:</b><div class="fragment"><div class="line">=</div>
<div class="line"> std::make_shared&lt;Node&gt;()</div>
<div class="line"> <a class="code hl_functionRef" target="_blank" href="http://en.cppreference.com/w/cpp/memory/shared_ptr/make_shared.html">std::make_shared&lt;Node&gt;</a>()</div>
</div><!-- fragment -->
<p>declaring root node of trie </p>
@@ -554,7 +564,7 @@ Here is the call graph for this function:</div>
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="../../d5/d3c/namespacedata__structures.html">data_structures</a></li><li class="navelem"><b>trie_using_hashmap</b></li><li class="navelem"><a class="el" href="../../d3/d26/classdata__structures_1_1trie__using__hashmap_1_1_trie.html">Trie</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.10.0 </li>
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