Changeset 270 for doc/latex/classbdm_1_1EKFCh.tex
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- 02/16/09 10:02:08 (16 years ago)
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doc/latex/classbdm_1_1EKFCh.tex
r269 r270 3 3 \label{classbdm_1_1EKFCh}\index{bdm::EKFCh@{bdm::EKFCh}} 4 4 } 5 Extended \hyperlink{classbdm_1_1Kalman}{Kalman} Filter in Square root.6 7 8 5 {\tt \#include $<$libKF.h$>$} 9 6 … … 15 12 \end{center} 16 13 \end{figure} 17 Collaboration diagram for bdm::EKFCh:\nopagebreak 18 \begin{figure}[H] 19 \begin{center} 20 \leavevmode 21 \includegraphics[width=400pt]{classbdm_1_1EKFCh__coll__graph} 22 \end{center} 23 \end{figure} 24 \subsection*{Public Member Functions} 25 \begin{CompactItemize} 26 \item 27 \hypertarget{classbdm_1_1EKFCh_7be4021e63a87dc52f7651e52ba05565}{ 28 \hyperlink{classbdm_1_1EKFCh_7be4021e63a87dc52f7651e52ba05565}{EKFCh} (\hyperlink{classbdm_1_1RV}{RV} rvx, \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1Kalman_3fe475a1e920b20b63bb342c0e1571f7}{rvy}, \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1Kalman_149e27424fd1a7cc1c998ea088618a94}{rvu})} 29 \label{classbdm_1_1EKFCh_7be4021e63a87dc52f7651e52ba05565} 14 15 16 \subsection{Detailed Description} 17 Extended \hyperlink{classbdm_1_1Kalman}{Kalman} Filter in Square root. 18 19 An approximation of the exact Bayesian filter with Gaussian noices and non-linear evolutions of their mean. \subsection*{Public Member Functions} 20 \begin{CompactItemize} 21 \item 22 \hypertarget{classbdm_1_1EKFCh_8b3228a594532b6a0db0fdc065bc5b9f}{ 23 \hyperlink{classbdm_1_1EKFCh_8b3228a594532b6a0db0fdc065bc5b9f}{EKFCh} ()} 24 \label{classbdm_1_1EKFCh_8b3228a594532b6a0db0fdc065bc5b9f} 30 25 31 26 \begin{CompactList}\small\item\em Default constructor. \item\end{CompactList}\item … … 56 51 \begin{CompactList}\small\item\em access function \item\end{CompactList}\item 57 52 \hypertarget{classbdm_1_1Kalman_c34989b1e53c7d4ecdaea63a95ddbd77}{ 58 const \hyperlink{classbdm_1_1enorm}{enorm}$<$ \hyperlink{classchmat}{chmat} $>$ $\ast$ \ hyperlink{classbdm_1_1Kalman_c34989b1e53c7d4ecdaea63a95ddbd77}{\_\-e} () const }53 const \hyperlink{classbdm_1_1enorm}{enorm}$<$ \hyperlink{classchmat}{chmat} $>$ $\ast$ \textbf{\_\-e} () const } 59 54 \label{classbdm_1_1Kalman_c34989b1e53c7d4ecdaea63a95ddbd77} 60 55 61 \ begin{CompactList}\small\item\em Returns a pointer to the epdf representing posterior density on parameters. Use with care! \item\end{CompactList}\item56 \item 62 57 \hypertarget{classbdm_1_1Kalman_c788ec6e6c6f5f5861ae8a56d8ede277}{ 63 58 mat \& \hyperlink{classbdm_1_1Kalman_c788ec6e6c6f5f5861ae8a56d8ede277}{\_\-\_\-K} ()} … … 69 64 \label{classbdm_1_1Kalman_a250d1dbe7bba861dba2a324520cfa48} 70 65 71 \begin{CompactList}\small\item\em access function \item\end{CompactList}\item 66 \begin{CompactList}\small\item\em access function \item\end{CompactList}\end{CompactItemize} 67 \begin{Indent}{\bf Constructors}\par 68 \begin{CompactItemize} 69 \item 70 virtual \hyperlink{classbdm_1_1BM}{BM} $\ast$ \hyperlink{classbdm_1_1BM_c0f027ff91d8459937c6f60ff8e553ff}{\_\-copy\_\-} () 71 \end{CompactItemize} 72 \end{Indent} 73 \begin{Indent}{\bf Mathematical operations}\par 74 \begin{CompactItemize} 75 \item 72 76 \hypertarget{classbdm_1_1BM_1dee3fddaf021e62d925289660a707dc}{ 73 77 virtual void \hyperlink{classbdm_1_1BM_1dee3fddaf021e62d925289660a707dc}{bayesB} (const mat \&Dt)} … … 82 86 83 87 \begin{CompactList}\small\item\em Matrix version of logpred. \item\end{CompactList}\item 84 \hypertarget{classbdm_1_1BM_710e7d69c0d8791fb41a7cd4683cca2c}{ 85 virtual \hyperlink{classbdm_1_1epdf}{epdf} $\ast$ \hyperlink{classbdm_1_1BM_710e7d69c0d8791fb41a7cd4683cca2c}{predictor} (const \hyperlink{classbdm_1_1RV}{RV} \&\hyperlink{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{rv}) const } 86 \label{classbdm_1_1BM_710e7d69c0d8791fb41a7cd4683cca2c} 87 88 \begin{CompactList}\small\item\em Constructs a predictive density (marginal density on data). \item\end{CompactList}\item 89 \hypertarget{classbdm_1_1BM_40a3c891996391e3135518053a917793}{ 90 const \hyperlink{classbdm_1_1RV}{RV} \& \hyperlink{classbdm_1_1BM_40a3c891996391e3135518053a917793}{\_\-rv} () const } 91 \label{classbdm_1_1BM_40a3c891996391e3135518053a917793} 92 93 \begin{CompactList}\small\item\em access function \item\end{CompactList}\item 88 \hypertarget{classbdm_1_1BM_688d7a2aced1e06aa1c468d73a9e5eba}{ 89 virtual \hyperlink{classbdm_1_1epdf}{epdf} $\ast$ \hyperlink{classbdm_1_1BM_688d7a2aced1e06aa1c468d73a9e5eba}{epredictor} () const } 90 \label{classbdm_1_1BM_688d7a2aced1e06aa1c468d73a9e5eba} 91 92 \begin{CompactList}\small\item\em Constructs a predictive density $ f(d_{t+1} |d_{t}, \ldots d_{0}) $. \item\end{CompactList}\item 93 \hypertarget{classbdm_1_1BM_598b25e3f3d96a5bc00a5faeb5b3c912}{ 94 virtual \hyperlink{classbdm_1_1mpdf}{mpdf} $\ast$ \hyperlink{classbdm_1_1BM_598b25e3f3d96a5bc00a5faeb5b3c912}{predictor} () const } 95 \label{classbdm_1_1BM_598b25e3f3d96a5bc00a5faeb5b3c912} 96 97 \begin{CompactList}\small\item\em Constructs a conditional density 1-step ahead predictor. \item\end{CompactList}\end{CompactItemize} 98 \end{Indent} 99 \begin{Indent}{\bf Access to attributes}\par 100 \begin{CompactItemize} 101 \item 94 102 \hypertarget{classbdm_1_1BM_ff2d8755ba0b3def927d31305c03b09c}{ 95 const \hyperlink{classbdm_1_1RV}{RV} \& \ hyperlink{classbdm_1_1BM_ff2d8755ba0b3def927d31305c03b09c}{\_\-drv} () const }103 const \hyperlink{classbdm_1_1RV}{RV} \& \textbf{\_\-drv} () const } 96 104 \label{classbdm_1_1BM_ff2d8755ba0b3def927d31305c03b09c} 97 105 98 \ begin{CompactList}\small\item\em access function \item\end{CompactList}\item106 \item 99 107 \hypertarget{classbdm_1_1BM_f135ae6dce7e9f30c9f88229c7930b96}{ 100 void \ hyperlink{classbdm_1_1BM_f135ae6dce7e9f30c9f88229c7930b96}{set\_\-drv} (const \hyperlink{classbdm_1_1RV}{RV} \&\hyperlink{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{rv})}108 void \textbf{set\_\-drv} (const \hyperlink{classbdm_1_1RV}{RV} \&rv)} 101 109 \label{classbdm_1_1BM_f135ae6dce7e9f30c9f88229c7930b96} 102 110 103 \ begin{CompactList}\small\item\em set drv \item\end{CompactList}\item111 \item 104 112 \hypertarget{classbdm_1_1BM_5be65d37dedfe33a3671e7065f523a70}{ 105 double \ hyperlink{classbdm_1_1BM_5be65d37dedfe33a3671e7065f523a70}{\_\-ll} () const }113 double \textbf{\_\-ll} () const } 106 114 \label{classbdm_1_1BM_5be65d37dedfe33a3671e7065f523a70} 107 115 108 \ begin{CompactList}\small\item\em access function \item\end{CompactList}\item116 \item 109 117 \hypertarget{classbdm_1_1BM_236b3abbcc93594fc97cd86d82c1a83f}{ 110 void \ hyperlink{classbdm_1_1BM_236b3abbcc93594fc97cd86d82c1a83f}{set\_\-evalll} (bool evl0)}118 void \textbf{set\_\-evalll} (bool evl0)} 111 119 \label{classbdm_1_1BM_236b3abbcc93594fc97cd86d82c1a83f} 112 120 113 \begin{CompactList}\small\item\em access function \item\end{CompactList}\item114 virtual \hyperlink{classbdm_1_1BM}{BM} $\ast$ \hyperlink{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e}{\_\-copy\_\-} (bool changerv=false)115 121 \end{CompactItemize} 122 \end{Indent} 116 123 \subsection*{Protected Attributes} 117 124 \begin{CompactItemize} … … 227 234 228 235 \begin{CompactList}\small\item\em cache of est.R \item\end{CompactList}\item 229 \hypertarget{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{230 \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{rv}}231 \label{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}232 233 \begin{CompactList}\small\item\em Random variable of the posterior. \item\end{CompactList}\item234 236 \hypertarget{classbdm_1_1BM_c400357e37d27a4834b2b1d9211009ed}{ 235 237 \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1BM_c400357e37d27a4834b2b1d9211009ed}{drv}} … … 249 251 250 252 251 \subsection{Detailed Description}252 Extended \hyperlink{classbdm_1_1Kalman}{Kalman} Filter in Square root.253 254 An approximation of the exact Bayesian filter with Gaussian noices and non-linear evolutions of their mean.255 256 253 \subsection{Member Function Documentation} 257 \hypertarget{classbdm_1_1BM_50257e0c1e5b5c73153ea6e716ad8ae0}{ 254 \hypertarget{classbdm_1_1BM_c0f027ff91d8459937c6f60ff8e553ff}{ 255 \index{bdm::EKFCh@{bdm::EKFCh}!\_\-copy\_\-@{\_\-copy\_\-}} 256 \index{\_\-copy\_\-@{\_\-copy\_\-}!bdm::EKFCh@{bdm::EKFCh}} 257 \subsubsection[\_\-copy\_\-]{\setlength{\rightskip}{0pt plus 5cm}virtual {\bf BM}$\ast$ bdm::BM::\_\-copy\_\- ()\hspace{0.3cm}{\tt \mbox{[}inline, virtual, inherited\mbox{]}}}} 258 \label{classbdm_1_1BM_c0f027ff91d8459937c6f60ff8e553ff} 259 260 261 Copy function required in vectors, Arrays of \hyperlink{classbdm_1_1BM}{BM} etc. Have to be DELETED manually! Prototype: 262 263 \begin{Code}\begin{verbatim} BM* _copy_(){return new BM(*this);} 264 \end{verbatim} 265 \end{Code} 266 267 268 269 Reimplemented in \hyperlink{classbdm_1_1ARX_60c40b5c6abc4c7e464b4ccae64a5a61}{bdm::ARX}.\hypertarget{classbdm_1_1BM_50257e0c1e5b5c73153ea6e716ad8ae0}{ 258 270 \index{bdm::EKFCh@{bdm::EKFCh}!logpred@{logpred}} 259 271 \index{logpred@{logpred}!bdm::EKFCh@{bdm::EKFCh}} … … 266 278 Reimplemented in \hyperlink{classbdm_1_1ARX_080a7e531e3aa06694112863b15bc6a4}{bdm::ARX}, \hyperlink{classbdm_1_1MixEF_da724da464a75e07521941e430929efa}{bdm::MixEF}, and \hyperlink{classbdm_1_1multiBM_e157b607c1e3fa91d42aeea44458e2bf}{bdm::multiBM}. 267 279 268 Referenced by bdm::BM::logpred\_\-m().\hypertarget{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e}{ 269 \index{bdm::EKFCh@{bdm::EKFCh}!\_\-copy\_\-@{\_\-copy\_\-}} 270 \index{\_\-copy\_\-@{\_\-copy\_\-}!bdm::EKFCh@{bdm::EKFCh}} 271 \subsubsection[\_\-copy\_\-]{\setlength{\rightskip}{0pt plus 5cm}virtual {\bf BM}$\ast$ bdm::BM::\_\-copy\_\- (bool {\em changerv} = {\tt false})\hspace{0.3cm}{\tt \mbox{[}inline, virtual, inherited\mbox{]}}}} 272 \label{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e} 273 274 275 Copy function required in vectors, Arrays of \hyperlink{classbdm_1_1BM}{BM} etc. Have to be DELETED manually! Prototype: BM$\ast$ \hyperlink{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e}{\_\-copy\_\-()}\{\hyperlink{classbdm_1_1BM}{BM} Tmp$\ast$=new Tmp(this$\ast$); return Tmp; \} 276 277 Reimplemented in \hyperlink{classbdm_1_1ARX_20ff2de8d862f28de7da83444d65bcdb}{bdm::ARX}, and \hyperlink{classbdm_1_1BMEF_5912dbcf28ae711e30b08c2fa766a3e6}{bdm::BMEF}. 280 Referenced by bdm::BM::logpred\_\-m(). 278 281 279 282 The documentation for this class was generated from the following files:\begin{CompactItemize}