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    53<title>mixpp: bdm::ArxDS Class Reference</title> 
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    73 <h1>bdm::ArxDS Class Reference</h1><!-- doxytag: class="bdm::ArxDS" --><!-- doxytag: inherits="bdm::DS" --> 
    74 <p>Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data.   
    75 <a href="#_details">More...</a></p> 
    76 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    77 <p>Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data. </p> 
    78  
    79 <p><code>#include &lt;<a class="el" href="datasources_8h_source.html">datasources.h</a>&gt;</code></p> 
    80  
    81 <p><a href="classbdm_1_1ArxDS-members.html">List of all members.</a></p> 
    82 <table border="0" cellpadding="0" cellspacing="0"> 
    83 <tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
    84 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adb242e35812c311c8415bb7e31c3f595"></a><!-- doxytag: member="bdm::ArxDS::getdata" ref="adb242e35812c311c8415bb7e31c3f595" args="(vec &amp;dt)" --> 
    85 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#adb242e35812c311c8415bb7e31c3f595">getdata</a> (vec &amp;dt)</td></tr> 
    86 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns full vector of observed data=[output, input]. <br/></td></tr> 
    87 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a701151418bc5fc3861acef8359fb0d80"></a><!-- doxytag: member="bdm::ArxDS::getdata" ref="a701151418bc5fc3861acef8359fb0d80" args="(vec &amp;dt, const ivec &amp;indices)" --> 
    88 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a701151418bc5fc3861acef8359fb0d80">getdata</a> (vec &amp;dt, const ivec &amp;indices)</td></tr> 
    89 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns data records at indeces. <br/></td></tr> 
    90 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8f6da8a00abba70bc58c7a4030bd8940"></a><!-- doxytag: member="bdm::ArxDS::write" ref="a8f6da8a00abba70bc58c7a4030bd8940" args="(vec &amp;ut)" --> 
    91 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a8f6da8a00abba70bc58c7a4030bd8940">write</a> (vec &amp;ut)</td></tr> 
    92 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Accepts action variable and schedule it for application. <br/></td></tr> 
    93 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a477fd706639535f520e9dbbd19f73318"></a><!-- doxytag: member="bdm::ArxDS::write" ref="a477fd706639535f520e9dbbd19f73318" args="(vec &amp;ut, const ivec &amp;indices)" --> 
    94 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a477fd706639535f520e9dbbd19f73318">write</a> (vec &amp;ut, const ivec &amp;indices)</td></tr> 
    95 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Accepts action variables at specific indeces. <br/></td></tr> 
    96 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a57dfa26b23cc03d53b123fa7e0474b19"></a><!-- doxytag: member="bdm::ArxDS::step" ref="a57dfa26b23cc03d53b123fa7e0474b19" args="()" --> 
    97 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a57dfa26b23cc03d53b123fa7e0474b19">step</a> ()</td></tr> 
    98 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_18.png"/> to <img class="formulaInl" alt="$ t+1 $" src="form_19.png"/>, i.e. perfroms the actions and reads response of the system. <br/></td></tr> 
    99 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7c8b418677a48041adacac8e8e9c9849"></a><!-- doxytag: member="bdm::ArxDS::ArxDS" ref="a7c8b418677a48041adacac8e8e9c9849" args="()" --> 
    100 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a7c8b418677a48041adacac8e8e9c9849">ArxDS</a> ()</td></tr> 
    101 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br/></td></tr> 
    102 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2d9abc62f1fee862f0e1c60c5c4a3c8a"></a><!-- doxytag: member="bdm::ArxDS::set_parameters" ref="a2d9abc62f1fee862f0e1c60c5c4a3c8a" args="(const mat &amp;Th0, const vec mu0, const chmat &amp;sqR0)" --> 
    103 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a2d9abc62f1fee862f0e1c60c5c4a3c8a">set_parameters</a> (const mat &amp;Th0, const vec mu0, const <a class="el" href="classbdm_1_1chmat.html">chmat</a> &amp;sqR0)</td></tr> 
    104 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set parameters of the internal model, H is maximum time delay. <br/></td></tr> 
    105 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad57285965debab8a4bfc340d4477c853"></a><!-- doxytag: member="bdm::ArxDS::set_drv" ref="ad57285965debab8a4bfc340d4477c853" args="(const RV &amp;yrv, const RV &amp;urv, const RV &amp;rrv)" --> 
    106 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#ad57285965debab8a4bfc340d4477c853">set_drv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;yrv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;urv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rrv)</td></tr> 
    107 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set. <br/></td></tr> 
    108 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae7438127de87c5a8128edfa12255b436"></a><!-- doxytag: member="bdm::ArxDS::set_options" ref="ae7438127de87c5a8128edfa12255b436" args="(const string &amp;s)" --> 
    109 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#ae7438127de87c5a8128edfa12255b436">set_options</a> (const string &amp;s)</td></tr> 
    110 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set options from a string <br/></td></tr> 
    111 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a64819633a1191fcaa60d0de26ade2e52"></a><!-- doxytag: member="bdm::ArxDS::log_add" ref="a64819633a1191fcaa60d0de26ade2e52" args="(logger &amp;L)" --> 
    112 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a64819633a1191fcaa60d0de26ade2e52">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr> 
    113 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Register <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> for logging into <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> L. <br/></td></tr> 
    114 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4128f5dc3a04063d62fc7e35635aeb90"></a><!-- doxytag: member="bdm::ArxDS::logit" ref="a4128f5dc3a04063d62fc7e35635aeb90" args="(logger &amp;L)" --> 
    115 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a4128f5dc3a04063d62fc7e35635aeb90">logit</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr> 
    116 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Register <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> for logging into <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> L. <br/></td></tr> 
    117 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a9b109ee7bba9774057b107383b6ecc24">from_setting</a> (const Setting &amp;set)</td></tr> 
    118 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a76d11928675f276f805655ae2a05d773"></a><!-- doxytag: member="bdm::ArxDS::max_length" ref="a76d11928675f276f805655ae2a05d773" args="()" --> 
    119 virtual int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#a76d11928675f276f805655ae2a05d773">max_length</a> ()</td></tr> 
    120 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns maximum number of provided data, by default it is set to maximum allowed length, shorter <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> should overload this method! See, <a class="el" href="classbdm_1_1MemDS.html#a339a488b93f2fc37c80d9a9573fbd421" title="Returns maximum number of provided data, by default it is set to maximum allowed...">MemDS.max_length()</a>. <br/></td></tr> 
    121 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a069497b610296be053d862a2493be0ce"></a><!-- doxytag: member="bdm::ArxDS::_drv" ref="a069497b610296be053d862a2493be0ce" args="() const " --> 
    122 virtual const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#a069497b610296be053d862a2493be0ce">_drv</a> () const </td></tr> 
    123 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr> 
    124 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa6a9a375da64c82fc227bda3418a1f33"></a><!-- doxytag: member="bdm::ArxDS::_urv" ref="aa6a9a375da64c82fc227bda3418a1f33" args="() const " --> 
    125 const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#aa6a9a375da64c82fc227bda3418a1f33">_urv</a> () const </td></tr> 
    126 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr> 
    127 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac09878f86907329ac631a3df8755c558"></a><!-- doxytag: member="bdm::ArxDS::_yrv" ref="ac09878f86907329ac631a3df8755c558" args="() const " --> 
    128 const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#ac09878f86907329ac631a3df8755c558">_yrv</a> () const </td></tr> 
    129 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr> 
    130 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a3a92d77fd97fdb6bf1c8edb1e38c6bbc"></a><!-- doxytag: member="bdm::ArxDS::set_drv" ref="a3a92d77fd97fdb6bf1c8edb1e38c6bbc" args="(const RV &amp;yrv, const RV &amp;urv)" --> 
    131 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#a3a92d77fd97fdb6bf1c8edb1e38c6bbc">set_drv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;yrv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;urv)</td></tr> 
    132 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set random variables <br/></td></tr> 
    133 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::ArxDS::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    134 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    135 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    136 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::ArxDS::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    137 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr> 
    138 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
    139 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::ArxDS::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    140 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    141 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
    142 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    143 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac7b3cc6cd059ff3d7f4462cedff4bdeb"></a><!-- doxytag: member="bdm::ArxDS::Rrv" ref="ac7b3cc6cd059ff3d7f4462cedff4bdeb" args="" --> 
    144 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#ac7b3cc6cd059ff3d7f4462cedff4bdeb">Rrv</a></td></tr> 
    145 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Rv of the regressor. <br/></td></tr> 
    146 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa11a3f3fbeea1d17b66b073017964597"></a><!-- doxytag: member="bdm::ArxDS::H" ref="aa11a3f3fbeea1d17b66b073017964597" args="" --> 
    147 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#aa11a3f3fbeea1d17b66b073017964597">H</a></td></tr> 
    148 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">History, ordered as <img class="formulaInl" alt="$[y_t, u_t, y_{t-1 }, u_{t-1}, \ldots]$" src="form_24.png"/>. <br/></td></tr> 
    149 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a392b87be85675cb3d55fa4953d671bb5"></a><!-- doxytag: member="bdm::ArxDS::U" ref="a392b87be85675cb3d55fa4953d671bb5" args="" --> 
    150 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a392b87be85675cb3d55fa4953d671bb5">U</a></td></tr> 
    151 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">(future) input <br/></td></tr> 
    152 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab2d7530264499b92c3aa32454b960abe"></a><!-- doxytag: member="bdm::ArxDS::rgr" ref="ab2d7530264499b92c3aa32454b960abe" args="" --> 
    153 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#ab2d7530264499b92c3aa32454b960abe">rgr</a></td></tr> 
    154 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">temporary variable for regressor <br/></td></tr> 
    155 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afbe7b993ec5f75c195ae1b2ccd96a898"></a><!-- doxytag: member="bdm::ArxDS::rgrlnk" ref="afbe7b993ec5f75c195ae1b2ccd96a898" args="" --> 
    156 <a class="el" href="classbdm_1_1datalink.html">datalink</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#afbe7b993ec5f75c195ae1b2ccd96a898">rgrlnk</a></td></tr> 
    157 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">data link: H -&gt; rgr <br/></td></tr> 
    158 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0aa9d8d35792159dc9611802f6c190eb"></a><!-- doxytag: member="bdm::ArxDS::model" ref="a0aa9d8d35792159dc9611802f6c190eb" args="" --> 
    159 <a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>&lt; <a class="el" href="classbdm_1_1chmat.html">chmat</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a0aa9d8d35792159dc9611802f6c190eb">model</a></td></tr> 
    160 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">model of Y - linear Gaussian <br/></td></tr> 
    161 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a064e5d3f2dc0b39459c7ca53d05223e1"></a><!-- doxytag: member="bdm::ArxDS::opt_L_theta" ref="a064e5d3f2dc0b39459c7ca53d05223e1" args="" --> 
    162 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a064e5d3f2dc0b39459c7ca53d05223e1">opt_L_theta</a></td></tr> 
    163 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">options <br/></td></tr> 
    164 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae13e5ffdfe9d896089310b0fc54e0c85"></a><!-- doxytag: member="bdm::ArxDS::L_theta" ref="ae13e5ffdfe9d896089310b0fc54e0c85" args="" --> 
    165 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#ae13e5ffdfe9d896089310b0fc54e0c85">L_theta</a></td></tr> 
    166 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">loggers <br/></td></tr> 
    167 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a81a70c39cbd429fcc8130a35b368346c"></a><!-- doxytag: member="bdm::ArxDS::L_R" ref="a81a70c39cbd429fcc8130a35b368346c" args="" --> 
     70<h1>bdm::ArxDS Class Reference</h1><!-- doxytag: class="bdm::ArxDS" --><!-- doxytag: inherits="bdm::DS" -->Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data.   
     71<a href="#_details">More...</a> 
     72<p> 
     73<code>#include &lt;<a class="el" href="datasources_8h_source.html">datasources.h</a>&gt;</code> 
     74<p> 
     75 
     76<p> 
     77<a href="classbdm_1_1ArxDS-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> 
     78<tr><td></td></tr> 
     79<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> 
     80<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="db242e35812c311c8415bb7e31c3f595"></a><!-- doxytag: member="bdm::ArxDS::getdata" ref="db242e35812c311c8415bb7e31c3f595" args="(vec &amp;dt)" --> 
     81void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#db242e35812c311c8415bb7e31c3f595">getdata</a> (vec &amp;dt)</td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns full vector of observed data=[output, input]. <br></td></tr> 
     84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="701151418bc5fc3861acef8359fb0d80"></a><!-- doxytag: member="bdm::ArxDS::getdata" ref="701151418bc5fc3861acef8359fb0d80" args="(vec &amp;dt, const ivec &amp;indices)" --> 
     85void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#701151418bc5fc3861acef8359fb0d80">getdata</a> (vec &amp;dt, const ivec &amp;indices)</td></tr> 
     86 
     87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns data records at indeces. <br></td></tr> 
     88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8f6da8a00abba70bc58c7a4030bd8940"></a><!-- doxytag: member="bdm::ArxDS::write" ref="8f6da8a00abba70bc58c7a4030bd8940" args="(vec &amp;ut)" --> 
     89void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#8f6da8a00abba70bc58c7a4030bd8940">write</a> (vec &amp;ut)</td></tr> 
     90 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Accepts action variable and schedule it for application. <br></td></tr> 
     92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="477fd706639535f520e9dbbd19f73318"></a><!-- doxytag: member="bdm::ArxDS::write" ref="477fd706639535f520e9dbbd19f73318" args="(vec &amp;ut, const ivec &amp;indices)" --> 
     93void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#477fd706639535f520e9dbbd19f73318">write</a> (vec &amp;ut, const ivec &amp;indices)</td></tr> 
     94 
     95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Accepts action variables at specific indeces. <br></td></tr> 
     96<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="57dfa26b23cc03d53b123fa7e0474b19"></a><!-- doxytag: member="bdm::ArxDS::step" ref="57dfa26b23cc03d53b123fa7e0474b19" args="()" --> 
     97void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#57dfa26b23cc03d53b123fa7e0474b19">step</a> ()</td></tr> 
     98 
     99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_18.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_19.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr> 
     100<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c8b418677a48041adacac8e8e9c9849"></a><!-- doxytag: member="bdm::ArxDS::ArxDS" ref="7c8b418677a48041adacac8e8e9c9849" args="()" --> 
     101&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#7c8b418677a48041adacac8e8e9c9849">ArxDS</a> ()</td></tr> 
     102 
     103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr> 
     104<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2d9abc62f1fee862f0e1c60c5c4a3c8a"></a><!-- doxytag: member="bdm::ArxDS::set_parameters" ref="2d9abc62f1fee862f0e1c60c5c4a3c8a" args="(const mat &amp;Th0, const vec mu0, const chmat &amp;sqR0)" --> 
     105void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#2d9abc62f1fee862f0e1c60c5c4a3c8a">set_parameters</a> (const mat &amp;Th0, const vec mu0, const <a class="el" href="classbdm_1_1chmat.html">chmat</a> &amp;sqR0)</td></tr> 
     106 
     107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set parameters of the internal model, H is maximum time delay. <br></td></tr> 
     108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d57285965debab8a4bfc340d4477c853"></a><!-- doxytag: member="bdm::ArxDS::set_drv" ref="d57285965debab8a4bfc340d4477c853" args="(const RV &amp;yrv, const RV &amp;urv, const RV &amp;rrv)" --> 
     109void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#d57285965debab8a4bfc340d4477c853">set_drv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;yrv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;urv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rrv)</td></tr> 
     110 
     111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set. <br></td></tr> 
     112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e7438127de87c5a8128edfa12255b436"></a><!-- doxytag: member="bdm::ArxDS::set_options" ref="e7438127de87c5a8128edfa12255b436" args="(const string &amp;s)" --> 
     113void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#e7438127de87c5a8128edfa12255b436">set_options</a> (const string &amp;s)</td></tr> 
     114 
     115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set options from a string <br></td></tr> 
     116<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="64819633a1191fcaa60d0de26ade2e52"></a><!-- doxytag: member="bdm::ArxDS::log_add" ref="64819633a1191fcaa60d0de26ade2e52" args="(logger &amp;L)" --> 
     117virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#64819633a1191fcaa60d0de26ade2e52">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr> 
     118 
     119<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Register <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> for logging into <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> L. <br></td></tr> 
     120<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4128f5dc3a04063d62fc7e35635aeb90"></a><!-- doxytag: member="bdm::ArxDS::logit" ref="4128f5dc3a04063d62fc7e35635aeb90" args="(logger &amp;L)" --> 
     121virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#4128f5dc3a04063d62fc7e35635aeb90">logit</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr> 
     122 
     123<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Register <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> for logging into <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> L. <br></td></tr> 
     124<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#9b109ee7bba9774057b107383b6ecc24">from_setting</a> (const Setting &amp;set)</td></tr> 
     125 
     126<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="76d11928675f276f805655ae2a05d773"></a><!-- doxytag: member="bdm::ArxDS::max_length" ref="76d11928675f276f805655ae2a05d773" args="()" --> 
     127virtual int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#76d11928675f276f805655ae2a05d773">max_length</a> ()</td></tr> 
     128 
     129<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns maximum number of provided data, by default it is set to maximum allowed length, shorter <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> should overload this method! See, <a class="el" href="classbdm_1_1MemDS.html#339a488b93f2fc37c80d9a9573fbd421" title="Returns maximum number of provided data, by default it is set to maximum allowed...">MemDS.max_length()</a>. <br></td></tr> 
     130<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="069497b610296be053d862a2493be0ce"></a><!-- doxytag: member="bdm::ArxDS::_drv" ref="069497b610296be053d862a2493be0ce" args="() const " --> 
     131virtual const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#069497b610296be053d862a2493be0ce">_drv</a> () const </td></tr> 
     132 
     133<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
     134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a6a9a375da64c82fc227bda3418a1f33"></a><!-- doxytag: member="bdm::ArxDS::_urv" ref="a6a9a375da64c82fc227bda3418a1f33" args="() const " --> 
     135const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#a6a9a375da64c82fc227bda3418a1f33">_urv</a> () const </td></tr> 
     136 
     137<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
     138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c09878f86907329ac631a3df8755c558"></a><!-- doxytag: member="bdm::ArxDS::_yrv" ref="c09878f86907329ac631a3df8755c558" args="() const " --> 
     139const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#c09878f86907329ac631a3df8755c558">_yrv</a> () const </td></tr> 
     140 
     141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
     142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3a92d77fd97fdb6bf1c8edb1e38c6bbc"></a><!-- doxytag: member="bdm::ArxDS::set_drv" ref="3a92d77fd97fdb6bf1c8edb1e38c6bbc" args="(const RV &amp;yrv, const RV &amp;urv)" --> 
     143virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#3a92d77fd97fdb6bf1c8edb1e38c6bbc">set_drv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;yrv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;urv)</td></tr> 
     144 
     145<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set random variables <br></td></tr> 
     146<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::ArxDS::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
     147virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     148 
     149<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
     150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::ArxDS::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     151virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr> 
     152 
     153<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
     154<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::ArxDS::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     155virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
     156 
     157<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
     158<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     159<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c7b3cc6cd059ff3d7f4462cedff4bdeb"></a><!-- doxytag: member="bdm::ArxDS::Rrv" ref="c7b3cc6cd059ff3d7f4462cedff4bdeb" args="" --> 
     160<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#c7b3cc6cd059ff3d7f4462cedff4bdeb">Rrv</a></td></tr> 
     161 
     162<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Rv of the regressor. <br></td></tr> 
     163<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a11a3f3fbeea1d17b66b073017964597"></a><!-- doxytag: member="bdm::ArxDS::H" ref="a11a3f3fbeea1d17b66b073017964597" args="" --> 
     164vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a11a3f3fbeea1d17b66b073017964597">H</a></td></tr> 
     165 
     166<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">History, ordered as <img class="formulaInl" alt="$[y_t, u_t, y_{t-1 }, u_{t-1}, \ldots]$" src="form_24.png">. <br></td></tr> 
     167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="392b87be85675cb3d55fa4953d671bb5"></a><!-- doxytag: member="bdm::ArxDS::U" ref="392b87be85675cb3d55fa4953d671bb5" args="" --> 
     168vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#392b87be85675cb3d55fa4953d671bb5">U</a></td></tr> 
     169 
     170<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">(future) input <br></td></tr> 
     171<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b2d7530264499b92c3aa32454b960abe"></a><!-- doxytag: member="bdm::ArxDS::rgr" ref="b2d7530264499b92c3aa32454b960abe" args="" --> 
     172vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#b2d7530264499b92c3aa32454b960abe">rgr</a></td></tr> 
     173 
     174<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">temporary variable for regressor <br></td></tr> 
     175<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fbe7b993ec5f75c195ae1b2ccd96a898"></a><!-- doxytag: member="bdm::ArxDS::rgrlnk" ref="fbe7b993ec5f75c195ae1b2ccd96a898" args="" --> 
     176<a class="el" href="classbdm_1_1datalink.html">datalink</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#fbe7b993ec5f75c195ae1b2ccd96a898">rgrlnk</a></td></tr> 
     177 
     178<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">data link: H -&gt; rgr <br></td></tr> 
     179<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0aa9d8d35792159dc9611802f6c190eb"></a><!-- doxytag: member="bdm::ArxDS::model" ref="0aa9d8d35792159dc9611802f6c190eb" args="" --> 
     180<a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>&lt; <a class="el" href="classbdm_1_1chmat.html">chmat</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#0aa9d8d35792159dc9611802f6c190eb">model</a></td></tr> 
     181 
     182<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">model of Y - linear Gaussian <br></td></tr> 
     183<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="064e5d3f2dc0b39459c7ca53d05223e1"></a><!-- doxytag: member="bdm::ArxDS::opt_L_theta" ref="064e5d3f2dc0b39459c7ca53d05223e1" args="" --> 
     184bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#064e5d3f2dc0b39459c7ca53d05223e1">opt_L_theta</a></td></tr> 
     185 
     186<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">options <br></td></tr> 
     187<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e13e5ffdfe9d896089310b0fc54e0c85"></a><!-- doxytag: member="bdm::ArxDS::L_theta" ref="e13e5ffdfe9d896089310b0fc54e0c85" args="" --> 
     188int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#e13e5ffdfe9d896089310b0fc54e0c85">L_theta</a></td></tr> 
     189 
     190<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">loggers <br></td></tr> 
     191<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="81a70c39cbd429fcc8130a35b368346c"></a><!-- doxytag: member="bdm::ArxDS::L_R" ref="81a70c39cbd429fcc8130a35b368346c" args="" --> 
    168192int&nbsp;</td><td class="memItemRight" valign="bottom"><b>L_R</b></td></tr> 
    169 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9ef18dad16bf2b66bd3e9c8d233e62d8"></a><!-- doxytag: member="bdm::ArxDS::dt_size" ref="a9ef18dad16bf2b66bd3e9c8d233e62d8" args="" --> 
     193 
     194<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9ef18dad16bf2b66bd3e9c8d233e62d8"></a><!-- doxytag: member="bdm::ArxDS::dt_size" ref="9ef18dad16bf2b66bd3e9c8d233e62d8" args="" --> 
    170195int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dt_size</b></td></tr> 
    171 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af96cae44624e79638a91ec4f2c7c81a9"></a><!-- doxytag: member="bdm::ArxDS::dtsize" ref="af96cae44624e79638a91ec4f2c7c81a9" args="" --> 
    172 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#af96cae44624e79638a91ec4f2c7c81a9">dtsize</a></td></tr> 
    173 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">size of data returned by <code><a class="el" href="classbdm_1_1DS.html#ac1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata()</a></code> <br/></td></tr> 
    174 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad7467046a0bd05bc992cc5e1bdedb983"></a><!-- doxytag: member="bdm::ArxDS::utsize" ref="ad7467046a0bd05bc992cc5e1bdedb983" args="" --> 
    175 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#ad7467046a0bd05bc992cc5e1bdedb983">utsize</a></td></tr> 
    176 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">size of data <br/></td></tr> 
    177 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a22a4b29aa6e9f3bf17bcc4b28567e8bd"></a><!-- doxytag: member="bdm::ArxDS::ytsize" ref="a22a4b29aa6e9f3bf17bcc4b28567e8bd" args="" --> 
    178 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#a22a4b29aa6e9f3bf17bcc4b28567e8bd">ytsize</a></td></tr> 
    179 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">size of output <br/></td></tr> 
    180 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad8db125ac35f3b8eeb773fc9a4cb45ec"></a><!-- doxytag: member="bdm::ArxDS::Drv" ref="ad8db125ac35f3b8eeb773fc9a4cb45ec" args="" --> 
    181 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#ad8db125ac35f3b8eeb773fc9a4cb45ec">Drv</a></td></tr> 
    182 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of data returned by <code><a class="el" href="classbdm_1_1DS.html#ac1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata()</a></code>. <br/></td></tr> 
    183 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9ac5970128fd39f4f6226723cd1de702"></a><!-- doxytag: member="bdm::ArxDS::Urv" ref="a9ac5970128fd39f4f6226723cd1de702" args="" --> 
    184 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#a9ac5970128fd39f4f6226723cd1de702">Urv</a></td></tr> 
    185 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of data witten by by <code><a class="el" href="classbdm_1_1DS.html#af5baeee8528e5e4c5c7a344b2e3f192a" title="Accepts action variable and schedule it for application.">write()</a></code>. <br/></td></tr> 
    186 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aeb9de2a85f0d8257d79d9b68c05c4995"></a><!-- doxytag: member="bdm::ArxDS::Yrv" ref="aeb9de2a85f0d8257d79d9b68c05c4995" args="" --> 
    187 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#aeb9de2a85f0d8257d79d9b68c05c4995">Yrv</a></td></tr> 
    188 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of output data. <br/></td></tr> 
    189 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab4b7bdb9d98a11ab587aa0ad803bb867"></a><!-- doxytag: member="bdm::ArxDS::L_dt" ref="ab4b7bdb9d98a11ab587aa0ad803bb867" args="" --> 
    190 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#ab4b7bdb9d98a11ab587aa0ad803bb867">L_dt</a></td></tr> 
    191 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Remember its own index in Logger L. <br/></td></tr> 
    192 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab56b74ec21485846ccfad461f33b0e7a"></a><!-- doxytag: member="bdm::ArxDS::L_ut" ref="ab56b74ec21485846ccfad461f33b0e7a" args="" --> 
     196 
     197<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f96cae44624e79638a91ec4f2c7c81a9"></a><!-- doxytag: member="bdm::ArxDS::dtsize" ref="f96cae44624e79638a91ec4f2c7c81a9" args="" --> 
     198int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#f96cae44624e79638a91ec4f2c7c81a9">dtsize</a></td></tr> 
     199 
     200<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">size of data returned by <code><a class="el" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata()</a></code> <br></td></tr> 
     201<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d7467046a0bd05bc992cc5e1bdedb983"></a><!-- doxytag: member="bdm::ArxDS::utsize" ref="d7467046a0bd05bc992cc5e1bdedb983" args="" --> 
     202int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#d7467046a0bd05bc992cc5e1bdedb983">utsize</a></td></tr> 
     203 
     204<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">size of data <br></td></tr> 
     205<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="22a4b29aa6e9f3bf17bcc4b28567e8bd"></a><!-- doxytag: member="bdm::ArxDS::ytsize" ref="22a4b29aa6e9f3bf17bcc4b28567e8bd" args="" --> 
     206int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#22a4b29aa6e9f3bf17bcc4b28567e8bd">ytsize</a></td></tr> 
     207 
     208<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">size of output <br></td></tr> 
     209<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d8db125ac35f3b8eeb773fc9a4cb45ec"></a><!-- doxytag: member="bdm::ArxDS::Drv" ref="d8db125ac35f3b8eeb773fc9a4cb45ec" args="" --> 
     210<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec">Drv</a></td></tr> 
     211 
     212<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of data returned by <code><a class="el" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata()</a></code>. <br></td></tr> 
     213<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9ac5970128fd39f4f6226723cd1de702"></a><!-- doxytag: member="bdm::ArxDS::Urv" ref="9ac5970128fd39f4f6226723cd1de702" args="" --> 
     214<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702">Urv</a></td></tr> 
     215 
     216<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of data witten by by <code><a class="el" href="classbdm_1_1DS.html#f5baeee8528e5e4c5c7a344b2e3f192a" title="Accepts action variable and schedule it for application.">write()</a></code>. <br></td></tr> 
     217<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eb9de2a85f0d8257d79d9b68c05c4995"></a><!-- doxytag: member="bdm::ArxDS::Yrv" ref="eb9de2a85f0d8257d79d9b68c05c4995" args="" --> 
     218<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#eb9de2a85f0d8257d79d9b68c05c4995">Yrv</a></td></tr> 
     219 
     220<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of output data. <br></td></tr> 
     221<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4b7bdb9d98a11ab587aa0ad803bb867"></a><!-- doxytag: member="bdm::ArxDS::L_dt" ref="b4b7bdb9d98a11ab587aa0ad803bb867" args="" --> 
     222int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#b4b7bdb9d98a11ab587aa0ad803bb867">L_dt</a></td></tr> 
     223 
     224<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Remember its own index in Logger L. <br></td></tr> 
     225<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b56b74ec21485846ccfad461f33b0e7a"></a><!-- doxytag: member="bdm::ArxDS::L_ut" ref="b56b74ec21485846ccfad461f33b0e7a" args="" --> 
    193226int&nbsp;</td><td class="memItemRight" valign="bottom"><b>L_ut</b></td></tr> 
     227 
    194228</table> 
    195 <hr/><h2>Member Function Documentation</h2> 
    196 <a class="anchor" id="a9b109ee7bba9774057b107383b6ecc24"></a><!-- doxytag: member="bdm::ArxDS::from_setting" ref="a9b109ee7bba9774057b107383b6ecc24" args="(const Setting &amp;set)" --> 
     229<hr><a name="_details"></a><h2>Detailed Description</h2> 
     230Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data. <hr><h2>Member Function Documentation</h2> 
     231<a class="anchor" name="9b109ee7bba9774057b107383b6ecc24"></a><!-- doxytag: member="bdm::ArxDS::from_setting" ref="9b109ee7bba9774057b107383b6ecc24" args="(const Setting &amp;set)" --> 
    197232<div class="memitem"> 
    198233<div class="memproto"> 
    199234      <table class="memname"> 
    200235        <tr> 
    201           <td class="memname">void ArxDS::from_setting </td> 
     236          <td class="memname">void ArxDS::from_setting           </td> 
    202237          <td>(</td> 
    203238          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    204           <td class="paramname"> <em>set</em></td> 
     239          <td class="paramname"> <em>set</em>          </td> 
    205240          <td>&nbsp;)&nbsp;</td> 
    206241          <td><code> [virtual]</code></td> 
    … …  
    209244</div> 
    210245<div class="memdoc"> 
    211 <p><a class="el" href="classbdm_1_1UI.html" title="UI is an abstract class which collects all the auxiliary functions useful to prepare...">UI</a> for <a class="el" href="classbdm_1_1ArxDS.html" title="Generator of ARX data.">ArxDS</a> using factorized description!</p> 
    212 <p>The <a class="el" href="classbdm_1_1ArxDS.html" title="Generator of ARX data.">ArxDS</a> is constructed from a structure with fields: </p> 
    213 <div class="fragment"><pre class="fragment">                system = { 
    214                         type = <span class="stringliteral">&quot;ArxDS&quot;</span>; 
     246 
     247<p> 
     248<a class="el" href="classbdm_1_1UI.html" title="UI is an abstract class which collects all the auxiliary functions useful to prepare...">UI</a> for <a class="el" href="classbdm_1_1ArxDS.html" title="Generator of ARX data.">ArxDS</a> using factorized description!<p> 
     249The <a class="el" href="classbdm_1_1ArxDS.html" title="Generator of ARX data.">ArxDS</a> is constructed from a structure with fields: <div class="fragment"><pre class="fragment">                system = { 
     250                        type = <span class="stringliteral">"ArxDS"</span>; 
    215251                        <span class="comment">// description of y variables</span> 
    216                         y = {type=<span class="stringliteral">&quot;rv&quot;</span>; names=[<span class="stringliteral">&quot;y&quot;</span>, <span class="stringliteral">&quot;u&quot;</span>];}; 
     252                        y = {type=<span class="stringliteral">"rv"</span>; names=[<span class="stringliteral">"y"</span>, <span class="stringliteral">"u"</span>];}; 
    217253                        <span class="comment">// description of u variable</span> 
    218                         u = {type=<span class="stringliteral">&quot;rv&quot;</span>; names=[];} 
     254                        u = {type=<span class="stringliteral">"rv"</span>; names=[];} 
    219255                        <span class="comment">// description of regressor</span> 
    220                         <a class="code" href="classbdm_1_1ArxDS.html#ab2d7530264499b92c3aa32454b960abe" title="temporary variable for regressor">rgr</a> = {type=<span class="stringliteral">&quot;rv&quot;</span>; 
    221                                 names = [<span class="stringliteral">&quot;y&quot;</span>,<span class="stringliteral">&quot;y&quot;</span>,<span class="stringliteral">&quot;y&quot;</span>,<span class="stringliteral">&quot;u&quot;</span>]; 
     256                        <a class="code" href="classbdm_1_1ArxDS.html#b2d7530264499b92c3aa32454b960abe" title="temporary variable for regressor">rgr</a> = {type=<span class="stringliteral">"rv"</span>; 
     257                                names = [<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"u"</span>]; 
    222258                                times = [-1, -2, -3, -1]; 
    223259                        } 
    … …  
    232268                                 0.0, 1.0]; 
    233269                        <span class="comment">//options: L_theta = log value of theta,</span> 
    234                         opt = <span class="stringliteral">&quot;L_theta&quot;</span>; 
     270                        opt = <span class="stringliteral">"L_theta"</span>; 
    235271                }; 
    236 </pre></div><p>Result is <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data source offering with full history as Drv. </p> 
    237  
    238 <p>Reimplemented from <a class="el" href="classbdm_1_1root.html#a0551e3121091c5199bf4413b50522176">bdm::root</a>.</p> 
     272</pre></div><p> 
     273Result is <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data source offering with full history as Drv.  
     274<p>Reimplemented from <a class="el" href="classbdm_1_1root.html#0551e3121091c5199bf4413b50522176">bdm::root</a>.</p> 
    239275 
    240276<p>References <a class="el" href="user__info_8h_source.html#l00451">bdm::UI::get()</a>, <a class="el" href="datasources_8h_source.html#l00351">set_drv()</a>, <a class="el" href="datasources_8h_source.html#l00371">set_options()</a>, and <a class="el" href="datasources_8h_source.html#l00347">set_parameters()</a>.</p> 
    241277 
    242278</div> 
    243 </div> 
    244 <hr/>The documentation for this class was generated from the following files:<ul> 
    245 <li><a class="el" href="datasources_8h_source.html">datasources.h</a></li> 
    246 <li>datasources.cpp</li> 
    247 </ul> 
    248 </div> 
    249 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:05 2009 for mixpp by&nbsp; 
     279</div><p> 
     280<hr>The documentation for this class was generated from the following files:<ul> 
     281<li><a class="el" href="datasources_8h_source.html">datasources.h</a><li>datasources.cpp</ul> 
     282</div> 
     283<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:46 2009 for mixpp by&nbsp; 
    250284<a href="http://www.doxygen.org/index.html"> 
    251 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     285<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    252286</body> 
    253287</html>