664 lines
63 KiB
TeX
664 lines
63 KiB
TeX
\doxysection{Exponential.\+h}
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\hypertarget{_exponential_8h_source}{}\label{_exponential_8h_source}\index{Exponential/Exponential.h@{Exponential/Exponential.h}}
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\begin{DoxyCode}{0}
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\DoxyCodeLine{00001\ \textcolor{preprocessor}{\#pragma\ once}}
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\DoxyCodeLine{00002\ \textcolor{preprocessor}{\#ifndef\ JONATHAN\_RAMPERSAD\_EXPONENTIAL\_H\_}}
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\DoxyCodeLine{00003\ \textcolor{preprocessor}{\#define\ JONATHAN\_RAMPERSAD\_EXPONENTIAL\_H\_}}
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\DoxyCodeLine{00004\ }
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\DoxyCodeLine{00005\ \textcolor{preprocessor}{\#include\ <ostream>}}
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\DoxyCodeLine{00006\ \textcolor{preprocessor}{\#include\ <vector>}}
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\DoxyCodeLine{00007\ \textcolor{preprocessor}{\#include\ <float.h>}}
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\DoxyCodeLine{00008\ \textcolor{preprocessor}{\#include\ <random>}}
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\DoxyCodeLine{00009\ \textcolor{preprocessor}{\#include\ <algorithm>}}
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\DoxyCodeLine{00010\ \textcolor{preprocessor}{\#include\ <execution>}}
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\DoxyCodeLine{00011\ \textcolor{preprocessor}{\#include\ <exception>}}
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\DoxyCodeLine{00012\ }
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\DoxyCodeLine{00013\ \textcolor{keyword}{namespace\ }JRAMPERSAD}
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\DoxyCodeLine{00014\ \{}
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\DoxyCodeLine{00015\ \ \ \ \ \textcolor{keyword}{namespace\ }EXPONENTIAL}
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\DoxyCodeLine{00016\ \ \ \ \ \{}
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\DoxyCodeLine{00020\ \ \ \ \ \ \ \ \ \textcolor{keyword}{struct\ }\mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options}{GA\_Options}}}
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\DoxyCodeLine{00021\ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00023\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{double}\ \mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a316979973a2a6b70b00520c2f753a43c}{min\_range}}\ =\ -\/100;}
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\DoxyCodeLine{00025\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{double}\ \mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a9b8f1e5367f6b0d8b16eecaea53b40e2}{max\_range}}\ =\ 100;}
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\DoxyCodeLine{00027\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{unsigned}\ \textcolor{keywordtype}{int}\ \mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a4a67bad303f8a4fca40020a0802524c5}{num\_of\_generations}}\ =\ 10;}
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\DoxyCodeLine{00029\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{unsigned}\ \textcolor{keywordtype}{int}\ \mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_ad133af29dbbc26b8c3d507d359c03326}{sample\_size}}\ =\ 1000;}
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\DoxyCodeLine{00031\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{unsigned}\ \textcolor{keywordtype}{int}\ \mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a6ec95fe6cc95dc32727659cf5bb1be12}{data\_size}}\ =\ 100000;}
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\DoxyCodeLine{00033\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{double}\ \mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a736488b3cfeebda7b93b3e8c6f576bf8}{mutation\_percentage}}\ =\ 0.01;}
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\DoxyCodeLine{00036\ \ \ \ \ \ \ \ \ \textcolor{keyword}{namespace\ }detail}
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\DoxyCodeLine{00037\ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00038\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{template}<\textcolor{keyword}{typename}\ T>}
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\DoxyCodeLine{00039\ \ \ \ \ \ \ \ \ \ \ \ \ [[nodiscard(\textcolor{stringliteral}{"{}MATH::ABS(T)\ returns\ a\ value\ of\ type\ T"{}})]]\ T\ ABS(\textcolor{keyword}{const}\ T\&\ n)\ \textcolor{keyword}{noexcept}}
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\DoxyCodeLine{00040\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00041\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ n\ <\ 0\ ?\ n\ *\ -\/1\ :\ n;}
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\DoxyCodeLine{00043\ }
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\DoxyCodeLine{00044\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{template}<\textcolor{keyword}{typename}\ T>}
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\DoxyCodeLine{00045\ \ \ \ \ \ \ \ \ \ \ \ \ [[nodiscard(\textcolor{stringliteral}{"{}MATH::NEGATE(T)\ returns\ a\ value\ of\ type\ T"{}})]]\ T\ NEGATE(\textcolor{keyword}{const}\ T\&\ n)\ \textcolor{keyword}{noexcept}}
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\DoxyCodeLine{00046\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00047\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ n\ *\ -\/1;}
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\DoxyCodeLine{00050\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{template}<\textcolor{keyword}{typename}\ T>}
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\DoxyCodeLine{00051\ \ \ \ \ \ \ \ \ \ \ \ \ [[nodiscard(\textcolor{stringliteral}{"{}MATH::POW(T,\ int)\ returns\ a\ value\ of\ type\ T"{}})]]\ T\ POW(\textcolor{keyword}{const}\ T\&\ n,\ \textcolor{keyword}{const}\ \textcolor{keywordtype}{int}\&\ exp)\ \textcolor{keyword}{noexcept}}
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\DoxyCodeLine{00052\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00054\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ 1;}
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\DoxyCodeLine{00055\ }
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\DoxyCodeLine{00056\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ T\ res\ =\ n;}
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\DoxyCodeLine{00057\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{for}\ (\textcolor{keywordtype}{int}\ i\ =\ 1;\ i\ <\ exp;\ i++)}
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\DoxyCodeLine{00059\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ res\ *=\ n;}
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\DoxyCodeLine{00061\ }
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\DoxyCodeLine{00062\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ res;}
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\DoxyCodeLine{00063\ \ \ \ \ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00064\ }
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\DoxyCodeLine{00065\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{template}<\textcolor{keyword}{typename}\ T>}
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\DoxyCodeLine{00066\ \ \ \ \ \ \ \ \ \ \ \ \ [[nodiscard(\textcolor{stringliteral}{"{}MATH::SUM(std::vector<T>)\ returns\ a\ value\ of\ type\ T"{}})]]\ T\ SUM(\textcolor{keyword}{const}\ std::vector<T>\&\ vec)\ \textcolor{keyword}{noexcept}}
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\DoxyCodeLine{00067\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00068\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ T\ res\{\};}
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\DoxyCodeLine{00069\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{for}\ (\textcolor{keyword}{auto}\&\ val\ :\ vec)}
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\DoxyCodeLine{00070\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ res\ +=\ val;}
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\DoxyCodeLine{00071\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ res;}
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\DoxyCodeLine{00075\ \ \ \ \ \ \ \ \ \ \ \ \ [[nodiscard]]\ T\ MEDIAN(std::vector<T>\ vec)\ \textcolor{keyword}{noexcept}}
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\DoxyCodeLine{00081\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ return\ lhs\ <\ rhs;}
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\DoxyCodeLine{00083\ }
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\DoxyCodeLine{00084\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ vec[vec.size()\ /\ 2];}
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\DoxyCodeLine{00085\ \ \ \ \ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00086\ }
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\DoxyCodeLine{00088\ \ \ \ \ \ \ \ \ \ \ \ \ [[nodiscard]]\ \textcolor{keywordtype}{double}\ MEAN(\textcolor{keyword}{const}\ std::vector<T>\&\ vec)\ \textcolor{keyword}{noexcept}}
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\DoxyCodeLine{00089\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00090\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ SUM(vec)\ /\ vec.size();}
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\DoxyCodeLine{00092\ }
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\DoxyCodeLine{00094\ \ \ \ \ \ \ \ \ \ \ \ \ [[noreturn]]\ \textcolor{keywordtype}{void}\ SortASC(std::vector<T>\&\ vec)}
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\DoxyCodeLine{00096\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ std::sort(}
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\DoxyCodeLine{00105\ \ \ \ \ \ \ \ \ \ \ \ \ [[noreturn]]\ \textcolor{keywordtype}{void}\ SortDESC(std::vector<T>\&\ vec)}
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\DoxyCodeLine{00107\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ std::sort(}
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\DoxyCodeLine{00114\ }
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\DoxyCodeLine{00115\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{comment}{//\ Genetic\ Algorithm\ helper\ struct}}
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\DoxyCodeLine{00116\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{struct\ }GA\_Solution}
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\DoxyCodeLine{00117\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00118\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{unsigned}\ \textcolor{keywordtype}{short}\ lrgst\_expo;}
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\DoxyCodeLine{00119\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{double}\ rank,\ x,\ y\_val;}
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\DoxyCodeLine{00120\ }
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\DoxyCodeLine{00121\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ GA\_Solution()\ :\ lrgst\_expo(0),\ rank(0),\ x(0),\ y\_val(0)\ \{\}}
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\DoxyCodeLine{00122\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ GA\_Solution(\textcolor{keywordtype}{unsigned}\ \textcolor{keywordtype}{short}\ Lrgst\_expo,\ \textcolor{keywordtype}{double}\ Rank,\ \textcolor{keywordtype}{double}\ x\_val,\ \textcolor{keywordtype}{double}\ y\ =\ 0)\ :\ lrgst\_expo(Lrgst\_expo),\ rank(Rank),\ x(x\_val),\ y\_val(y)\ \{\}}
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\DoxyCodeLine{00123\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{virtual}\ \string~GA\_Solution()\ =\ \textcolor{keywordflow}{default};}
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\DoxyCodeLine{00124\ }
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\DoxyCodeLine{00125\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{void}\ fitness(\textcolor{keyword}{const}\ std::vector<int64\_t>\&\ constants)}
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\DoxyCodeLine{00126\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00127\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{double}\ ans\ =\ 0;}
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\DoxyCodeLine{00129\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ ans\ +=\ constants[i]\ *\ POW(x,\ (lrgst\_expo\ -\/\ i));}
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\DoxyCodeLine{00130\ }
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\DoxyCodeLine{00132\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ rank\ =\ (ans\ ==\ 0)\ ?\ DBL\_MAX\ :\ ABS(1\ /\ ans);}
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\DoxyCodeLine{00133\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00134\ \ \ \ \ \ \ \ \ \ \ \ \ \};}
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\DoxyCodeLine{00136\ }
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\DoxyCodeLine{00142\ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00143\ \ \ \ \ \ \ \ \ \textcolor{keyword}{private}:}
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\DoxyCodeLine{00144\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{const}\ \textcolor{keywordtype}{unsigned}\ \textcolor{keywordtype}{short}\ lrgst\_expo;\ }
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\DoxyCodeLine{00145\ \ \ \ \ \ \ \ \ \ \ \ \ std::vector<int64\_t>\ constants;}
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\DoxyCodeLine{00146\ }
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\DoxyCodeLine{00147\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{bool}\ bInitialized;}
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\DoxyCodeLine{00148\ }
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\DoxyCodeLine{00149\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordtype}{void}\ CanPerform()\textcolor{keyword}{\ const\ }\{\ \textcolor{keywordflow}{if}\ (!bInitialized)\ \textcolor{keywordflow}{throw}\ std::logic\_error(\textcolor{stringliteral}{"{}Function\ object\ not\ initialized\ fully!\ Please\ call\ .SetConstants()\ to\ initialize"{}});\ \}}
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\DoxyCodeLine{00150\ }
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\DoxyCodeLine{00151\ \ \ \ \ \ \ \ \ \textcolor{keyword}{public}:}
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\DoxyCodeLine{00152\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{comment}{//\ Speicialty\ function\ to\ get\ the\ real\ roots\ of\ a\ Quadratic\ Function\ without\ relying\ on\ a\ Genetic\ Algorithm\ to\ approximate}}
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\DoxyCodeLine{00153\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keyword}{friend}\ std::vector<double>\ \mbox{\hyperlink{class_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_function_a9d14c1b8a7401565a054837df5708ac8}{QuadraticSolve}}(\textcolor{keyword}{const}\ \mbox{\hyperlink{class_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_function}{Function}}\&\ f);}
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\DoxyCodeLine{00161\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00162\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{if}\ (lrgst\_expo\ <\ 0)}
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\DoxyCodeLine{00163\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{throw}\ std::logic\_error(\textcolor{stringliteral}{"{}Function\ template\ argument\ must\ not\ be\ less\ than\ 0"{}});\ }
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\DoxyCodeLine{00164\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ constants.reserve(Lrgst\_expo);\ }
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\DoxyCodeLine{00677\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ );}
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\DoxyCodeLine{00678\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ sample.clear();}
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\DoxyCodeLine{00679\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{break};}
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\DoxyCodeLine{00680\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00681\ }
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\DoxyCodeLine{00682\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{comment}{//\ Mutate\ the\ top\ solutions\ by\ \%}}
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\DoxyCodeLine{00683\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ std::uniform\_real\_distribution<double>\ m((1\ -\/\ options.\mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a736488b3cfeebda7b93b3e8c6f576bf8}{mutation\_percentage}}),\ (1\ +\ options.\mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a736488b3cfeebda7b93b3e8c6f576bf8}{mutation\_percentage}}));}
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\DoxyCodeLine{00684\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ std::for\_each(sample.begin(),\ sample.end(),\ [\&m,\ \&device](\textcolor{keyword}{auto}\&\ s)\ \{}
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\DoxyCodeLine{00685\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ s.x\ *=\ m(device);}
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\DoxyCodeLine{00686\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \});}
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\DoxyCodeLine{00687\ }
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\DoxyCodeLine{00688\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{comment}{//\ Cross\ over\ not\ needed\ as\ it's\ only\ one\ value}}
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\DoxyCodeLine{00689\ }
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\DoxyCodeLine{00690\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ std::copy(}
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\DoxyCodeLine{00691\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ sample.begin(),}
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\DoxyCodeLine{00692\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ sample.end(),}
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\DoxyCodeLine{00693\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ std::back\_inserter(solutions)}
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\DoxyCodeLine{00694\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ );}
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\DoxyCodeLine{00695\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ sample.clear();}
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\DoxyCodeLine{00696\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ solutions.resize(options.\mbox{\hyperlink{struct_j_r_a_m_p_e_r_s_a_d_1_1_e_x_p_o_n_e_n_t_i_a_l_1_1_g_a___options_a6ec95fe6cc95dc32727659cf5bb1be12}{data\_size}});}
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\DoxyCodeLine{00697\ \ \ \ \ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00698\ }
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\DoxyCodeLine{00699\ \ \ \ \ \ \ \ \ \ \ \ \ std::sort(solutions.begin(),\ solutions.end(),}
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\DoxyCodeLine{00700\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ [](\textcolor{keyword}{const}\ \textcolor{keyword}{auto}\&\ lhs,\ \textcolor{keyword}{const}\ \textcolor{keyword}{auto}\&\ rhs)\ \{}
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\DoxyCodeLine{00701\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ return\ lhs.x\ <\ rhs.x;}
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\DoxyCodeLine{00702\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \});}
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\DoxyCodeLine{00703\ }
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\DoxyCodeLine{00704\ \ \ \ \ \ \ \ \ \ \ \ \ std::vector<double>\ ans;}
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\DoxyCodeLine{00705\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{for}\ (\textcolor{keyword}{auto}\&\ s\ :\ solutions)}
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\DoxyCodeLine{00706\ \ \ \ \ \ \ \ \ \ \ \ \ \{}
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\DoxyCodeLine{00707\ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ \ ans.push\_back(s.x);}
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\DoxyCodeLine{00708\ \ \ \ \ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00709\ \ \ \ \ \ \ \ \ \ \ \ \ \textcolor{keywordflow}{return}\ ans;}
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\DoxyCodeLine{00710\ \ \ \ \ \ \ \ \ \}}
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\DoxyCodeLine{00711\ \ \ \ \ \}}
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\DoxyCodeLine{00712\ \}}
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\DoxyCodeLine{00713\ }
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\DoxyCodeLine{00714\ \textcolor{preprocessor}{\#define\ INITIALIZE\_EXPO\_FUNCTION(func,\ ...)\ \(\backslash\)}}
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\DoxyCodeLine{00715\ \textcolor{preprocessor}{func.SetConstants(\_\_VA\_ARGS\_\_)}}
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\DoxyCodeLine{00716\ }
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\DoxyCodeLine{00717\ \textcolor{preprocessor}{\#endif\ }\textcolor{comment}{//\ !JONATHAN\_RAMPERSAD\_EXPONENTIAL\_H\_}}
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\end{DoxyCode}
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