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<title>Description of bfgsi</title>
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<h1>bfgsi
</h1>
<h2><a name="_name"></a>PURPOSE <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2>
<div class="box"><strong>H = bfgsi(H0,dg,dx)</strong></div>
<h2><a name="_synopsis"></a>SYNOPSIS <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2>
<div class="box"><strong>function H = bfgsi(H0,dg,dx) </strong></div>
<h2><a name="_description"></a>DESCRIPTION <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2>
<div class="fragment"><pre class="comment"> H = bfgsi(H0,dg,dx)
dg is previous change in gradient; dx is previous change in x;
6/8/93 version that updates inverse hessian instead of hessian
itself.
Copyright by Christopher Sims 1996. This material may be freely
reproduced and modified.</pre></div>
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<h2><a name="_cross"></a>CROSS-REFERENCE INFORMATION <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2>
This function calls:
<ul style="list-style-image:url(../matlabicon.gif)">
</ul>
This function is called by:
<ul style="list-style-image:url(../matlabicon.gif)">
<li><a href="csminwel.html" class="code" title="function [fh,xh,gh,H,itct,fcount,retcodeh] = csminwel(fcn,x0,H0,grad,crit,nit,varargin)">csminwel</a> [fhat,xhat,ghat,Hhat,itct,fcount,retcodehat] = csminwel(fcn,x0,H0,grad,crit,nit,varargin)</li></ul>
<!-- crossreference -->
<h2><a name="_source"></a>SOURCE CODE <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2>
<div class="fragment"><pre>0001 <a name="_sub0" href="#_subfunctions" class="code">function H = bfgsi(H0,dg,dx)</a>
0002 <span class="comment">% H = bfgsi(H0,dg,dx)</span>
0003 <span class="comment">% dg is previous change in gradient; dx is previous change in x;</span>
0004 <span class="comment">% 6/8/93 version that updates inverse hessian instead of hessian</span>
0005 <span class="comment">% itself.</span>
0006 <span class="comment">% Copyright by Christopher Sims 1996. This material may be freely</span>
0007 <span class="comment">% reproduced and modified.</span>
0008 <span class="keyword">if</span> size(dg,2)&gt;1
0009 dg=dg';
0010 <span class="keyword">end</span>
0011 <span class="keyword">if</span> size(dx,2)&gt;1
0012 dx=dx';
0013 <span class="keyword">end</span>
0014 Hdg = H0*dg;
0015 dgdx = dg'*dx;
0016 <span class="keyword">if</span> (abs(dgdx) &gt;1e-12)
0017 H = H0 + (1+(dg'*Hdg)/dgdx)*(dx*dx')/dgdx - (dx*Hdg'+Hdg*dx')/dgdx;
0018 <span class="keyword">else</span>
0019 disp(<span class="string">'bfgs update failed.'</span>)
0020 disp([<span class="string">'|dg| = '</span> num2str(sqrt(dg'*dg)) <span class="string">'|dx| = '</span> num2str(sqrt(dx'*dx))]);
0021 disp([<span class="string">'dg''*dx = '</span> num2str(dgdx)])
0022 disp([<span class="string">'|H*dg| = '</span> num2str(Hdg'*Hdg)])
0023 H=H0;
0024 <span class="keyword">end</span>
0025 save H.dat H</pre></div>
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