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<div class="navpath"><a class="el" href="namespaceitk.html">itk</a>::<a class="el" href="classitk_1_1SPSAOptimizer.html">SPSAOptimizer</a>
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<h1>itk::SPSAOptimizer Class Reference<br>
<small>
[<a class="el" href="group__Optimizers.html">Optimizers</a>]</small>
</h1><!-- doxytag: class="itk::SPSAOptimizer" --><!-- doxytag: inherits="itk::SingleValuedNonLinearOptimizer" -->An optimizer based on simultaneous perturbation...
<a href="#_details">More...</a>
<p>
<code>#include <<a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>></code>
<p>
<div class="dynheader">
Inheritance diagram for itk::SPSAOptimizer:</div>
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<p><center><img src="classitk_1_1SPSAOptimizer__inherit__graph.png" border="0" usemap="#itk_1_1SPSAOptimizer__inherit__map" alt="Inheritance graph"></center>
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<area shape="rect" id="node2" href="classitk_1_1SingleValuedNonLinearOptimizer.html" title="This class is a base for the Optimization methods that optimize a single valued function..." alt="" coords="5,315,269,344"><area shape="rect" id="node4" href="classitk_1_1NonLinearOptimizer.html" title="Wrap of the vnl_nonlinear_minimizer to be adapted." alt="" coords="47,237,228,267"><area shape="rect" id="node6" href="classitk_1_1Optimizer.html" title="Generic representation for an optimization method." alt="" coords="80,160,195,189"><area shape="rect" id="node8" href="classitk_1_1Object.html" title="Base class for most itk classes." alt="" coords="89,83,185,112"><area shape="rect" id="node10" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes." alt="" coords="73,5,201,35"></map>
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Collaboration diagram for itk::SPSAOptimizer:</div>
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<p><center><img src="classitk_1_1SPSAOptimizer__coll__graph.png" border="0" usemap="#itk_1_1SPSAOptimizer__coll__map" alt="Collaboration graph"></center>
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<area shape="rect" id="node2" href="classitk_1_1SingleValuedNonLinearOptimizer.html" title="This class is a base for the Optimization methods that optimize a single valued function..." alt="" coords="2052,136,2316,165"><area shape="rect" id="node4" href="classitk_1_1NonLinearOptimizer.html" title="Wrap of the vnl_nonlinear_minimizer to be adapted." alt="" coords="1705,111,1887,140"><area shape="rect" id="node6" href="classitk_1_1Optimizer.html" title="Generic representation for an optimization method." alt="" coords="1409,111,1524,140"><area shape="rect" id="node8" href="classitk_1_1Object.html" title="Base class for most itk classes." alt="" coords="1039,71,1135,100"><area shape="rect" id="node10" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes." alt="" coords="641,8,769,37"><area shape="rect" id="node12" href="classitk_1_1SimpleFastMutexLock.html" title="Critical section locking class that can be allocated on the stack." alt="" coords="105,8,300,37"><area shape="rect" id="node14" href="classitk_1_1MetaDataDictionary.html" title="itk::MetaDataDictionary" alt="" coords="612,61,799,91"><area shape="rect" id="node16" href="classitk_1_1MetaDataDictionary_1_1MetaDataDictionaryMapType.html" title="itk::MetaDataDictionary::MetaDataDictionaryMapType" alt="" coords="5,61,400,91"><area shape="rect" id="node18" href="classitk_1_1TimeStamp.html" title="Generate a unique, increasing time value." alt="" coords="643,115,768,144"><area shape="rect" id="node20" href="classitk_1_1Array.html" title="itk::Array\< double \>" alt="" coords="1008,168,1165,197"><area shape="rect" id="node22" href="classvnl__vector.html" title="vnl_vector\< double  \>" alt="" coords="623,168,788,197"><area shape="rect" id="node24" href="classitk_1_1Array.html" title="Array class with size defined at construction time." alt="" coords="612,221,799,251"><area shape="rect" id="node26" href="classvnl__vector.html" title="vnl_vector\< TValueType \>" alt="" coords="104,221,301,251"><area shape="rect" id="node28" href="classitk_1_1SmartPointer.html" title="itk::SmartPointer\< Self \>" alt="" coords="1700,179,1892,208"><area shape="rect" id="node30" href="classitk_1_1SmartPointer.html" title="Implements transparent reference counting." alt="" coords="1340,179,1593,208"></map>
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<p>
<a href="classitk_1_1SPSAOptimizer-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
<tr><td></td></tr>
<tr><td colspan="2"><br><h2>Public Types</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a>< const <a class="el" href="classitk_1_1LightObject.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#d8d2cd0113e870a3f6673767b4635986">ConstPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SmartPointer.html">CostFunctionType::Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#8ba42326a75e21218d2ce43f7dc6484d">CostFunctionPointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SingleValuedCostFunction.html">SingleValuedCostFunction</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#43209de7600ffd8e18d8773c0c9df706">CostFunctionType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1Array.html">CostFunctionType::DerivativeType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#ead802bd91388811ed80116d1f597f50">DerivativeType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1SingleValuedCostFunction.html#545d325e204a9aedea7640c87d6ca983">CostFunctionType::MeasureType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#245250616c34172f263fca38ef7b075d">MeasureType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#9441033001d47bcc93a4c374913fbe4c">Superclass::ParametersType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#9441033001d47bcc93a4c374913fbe4c">ParametersType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a>< <a class="el" href="classitk_1_1LightObject.html">Self</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#e669c89f8ae09b8acefa637471886af1">Pointer</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">Superclass::ScalesType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">ScalesType</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <a class="el" href="classitk_1_1SPSAOptimizer.html">SPSAOptimizer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#89fdfb7279a45920b8363d98d119dbeb">Self</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f46874">StopConditionType</a> { <br>
<a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f468743612ffc4d4de58f0c5a3362f48ed0a18">Unknown</a>,
<br>
<a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f4687481c9816d301269530695ac3bf67ff00b">MaximumNumberOfIterations</a>,
<br>
<a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f4687492ecdb07e68e0e7b7b989e782cb169ed">BelowTolerance</a>,
<br>
<a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f468741d843cc3a25c6da7dbb6ba7d8c8bad8d">MetricError</a>
<br>
}</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef <br class="typebreak">
<a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html">SingleValuedNonLinearOptimizer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#81d8dfc731d0c85c8a1e328d068185fb">Superclass</a></td></tr>
<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#ea6d5de533e871b23e5cd3bbc61654d1">AdvanceOneStep</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classitk_1_1SmartPointer.html">LightObject::Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#c36c03b81115c9a089bc46cdba22e1b6">CreateAnother</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#bc251c28f17728a618d8b2a55e6e66d8">DebugOff</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#de27d01f85f71723bcbb3ec54f630b31">DebugOn</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#17444d38d6f52e9e3bdf080dfffbe803">Delete</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Command.html">Command</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#031c14d32abf5310bb2d0293216fc20b">GetCommand</a> (unsigned long tag)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const <a class="el" href="classitk_1_1SingleValuedCostFunction.html">CostFunctionType</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#45675c89ceeb2b0555b3d7571502a9e5">GetCostFunction</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#b45e32b5ad053e5d41a72a7d16373678">GetCurrentIteration</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#b8893f63b1ff1192812804b5b99a50e4">GetCurrentPosition</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#cf1456e40e57a23d7e7f051ca2e102cf">GetDebug</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const <a class="el" href="classitk_1_1Array.html">DerivativeType</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#a0d6a29831d2790e24408860222312a8">GetGradient</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#cc0129b3ada074d66957ebf53a13c0f0">GetGradientMagnitude</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#31878c74f1a8f38738e6de62bf3496d7">GetInitialPosition</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#5dd6c3a57f250b87328f6925cc643b0f">GetLearningRate</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#ab4e913cbfc535646fc7e33f5b2e897d">GetMetaDataDictionary</a> (void) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#414d257cfb90dd76c8f6e29a796531b0">GetMetaDataDictionary</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#cab7d8d23240dacdbee33e5d1230a23e">GetMTime</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const char * </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#19f2ea1ff2a86cbb467f94f029839c95">GetNameOfClass</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#48b4964378e7835c61aa54c3104eee61">GetReferenceCount</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual const <a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">ScalesType</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#7c610cbb85fa3313ff9443ba9533e02d">GetScales</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#9c25549a046635af82be4f773cf6401c">GetStateOfConvergence</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f46874">StopConditionType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#76400fab852352ec6c7581540e7f237b">GetStopCondition</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#245250616c34172f263fca38ef7b075d">MeasureType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#4558ce7088e8ceb999ca680f7dbd0993">GetValue</a> (const <a class="el" href="classitk_1_1Array.html">ParametersType</a> &parameters) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#245250616c34172f263fca38ef7b075d">MeasureType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#0e89756839838d0ede170d3049a3ad23">GetValue</a> (void) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#dbd5146f1ed89dfc6fe0844a56a18656">GuessParameters</a> (unsigned long numberOfGradientEstimates, double initialStepSize)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#1969769aece35c36fcf240bda3d57a30">HasObserver</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &event) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#1bb33c340bb9a88c496cdd4359043294">InvokeEvent</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0040fe1667da646a6e9029ea91b966dd">InvokeEvent</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#33101e349626ac58ced6682b061d8277">Modified</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent=0) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0cdbcf8585409596b9deabed98ce19a1">Register</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#1d681b7e17fc204ad22b84d1e924784e">RemoveAllObservers</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#d35bf2647e1d1c1dc34289d5aeb1d041">RemoveObserver</a> (unsigned long tag)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#4b221e620903b63f9b03dd0bd7ac98bb">ResumeOptimization</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#6b8bb17ff108584fe455a588190d2742">SetCostFunction</a> (<a class="el" href="classitk_1_1SingleValuedCostFunction.html">CostFunctionType</a> *costFunction)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0b7aabc3944effad59f0f048d621645d">SetDebug</a> (bool debugFlag) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#46cb5f8c3401c277c7735dbfe5a934e8">SetInitialPosition</a> (const <a class="el" href="classitk_1_1Array.html">ParametersType</a> &param)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#7b61a8c36e3ddda0b464c064c4e25eff">SetMetaDataDictionary</a> (const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> &rhs)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#10988882bd8c63886182f959ce5e0b3b">SetReferenceCount</a> (int)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#b8bd201f92b5474f0640b81d378115fb">SetScales</a> (const <a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">ScalesType</a> &scales)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#70e44694f03a04db362d5b1168bf1039">StartOptimization</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#a6704228be546766763f340a28f194de">StopOptimization</a> (void)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#eb964c23f5ea55c3896efdc645524e55">UnRegister</a> () const </td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#0e2fb8814089882b9c8d9174b5ca74ea">AddObserver</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &event, <a class="el" href="classitk_1_1Command.html">Command</a> *) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#23703e82fa4a979fd512528f471606a0">AddObserver</a> (const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> &event, <a class="el" href="classitk_1_1Command.html">Command</a> *)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#bf22e887876237896ecf61534aa88ae8">GetA</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#2b8425557d631861cb27bdb06def22c9">SetA</a> (double _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#7f1048a8cd21a1ee741b75bdffccd0bd">Geta</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#2f34f7ec7012cc2f433f972f0a99778c">GetSa</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#fefdb6df64e03acb79f2bb2b78d7427a">Seta</a> (double a)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#9292af077705e7a799f63c86784d5770">SetSa</a> (double _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#7948318dae830c734947b7c07a7fe292">GetAlpha</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#241faa7b6c2964f44a5b004d25a4c347">SetAlpha</a> (double _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#2ad7cef753f4d689e0617dafa5cc6798">Getc</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#1857639cc38103c3aa7c3b7d8cdad955">GetSc</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#a185310bf07c73ab9e181a36958561b3">Setc</a> (double c)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#1289929de2cadd7bd48f0096ab96b874">SetSc</a> (double _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#b533340b345facb5d70122fb8b43c433">GetGamma</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#78c11b05b0262286798c3b2d438b60d7">SetGamma</a> (double _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#efabbb052d33480622b0648cc1064e86">GetMaximize</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#c1dab56196c99a445c93d4df696cc0a7">GetMinimize</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#4dac21f4760c7012ff36b9983896d8eb">MaximizeOff</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#d72166c0b168991605350150e8796df6">MaximizeOn</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#5747d7ed236592f2949a1ee3fc4ac739">MinimizeOff</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#f725924f26a5c752ebfb875b8eb18d7c">MinimizeOn</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#03d68733f4868e576b2a5ccfc2a5d61e">SetMaximize</a> (bool _arg)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#9a310b1002dd4a168d10d8863eb99bfa">SetMinimize</a> (bool v)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#44353acf32e3e9beeb1766aff5e12343">GetMaximumNumberOfIterations</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#0a50b5d954c0854501d51db68e88bf8f">SetMaximumNumberOfIterations</a> (unsigned long _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#b9f078872584ea281d0fcfe935640c88">GetMinimumNumberOfIterations</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#298c9c7f26015e5fd448bf7c69eb30d6">SetMinimumNumberOfIterations</a> (unsigned long _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#43dd45e3e04ad703948157ba9cbb9112">GetNumberOfPerturbations</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#b2491b93580007d1749b26bef1aa270e">SetNumberOfPerturbations</a> (unsigned long _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#dc7bacedb6e928132ccf5b27766c5e9b">GetStateOfConvergenceDecayRate</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#e60a5198f6688a0f8cee73015c81b62f">SetStateOfConvergenceDecayRate</a> (double _arg)</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#150be3bc929970f16781915f4a2dc35c">GetTolerance</a> () const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#6a17d7a0169de3eb53a27dc10c8aee28">SetTolerance</a> (double _arg)</td></tr>
<tr><td colspan="2"><br><h2>Static Public Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#d2017ee10bba6dc34ab9b3062ee573ca">BreakOnError</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static <a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#210c5efdda242bfe607ddfa324b89b71">New</a> ()</td></tr>
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<tr><td class="memItemLeft" nowrap align="right" valign="top">static bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#722122bd785f53294ff40b828d5ffa4d">GetGlobalWarningDisplay</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#3a5c8091d9c41acbea2bb083f141b028">GlobalWarningDisplayOff</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#81e0ce09465f2c7e243bb5f68b850ff3">GlobalWarningDisplayOn</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">SetGlobalWarningDisplay</a> (bool flag)</td></tr>
<tr><td colspan="2"><br><h2>Protected Types</h2></td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">typedef int </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">InternalReferenceCountType</a></td></tr>
<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#7d56b397a2a55572b30a1f7815f7c725">Compute_a</a> (unsigned long k) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#3e97e46a835fd399f6327eb93c314ab6">Compute_c</a> (unsigned long k) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#aa10faa2656fe4689550a379c7b10cd3">ComputeGradient</a> (const <a class="el" href="classitk_1_1Array.html">ParametersType</a> &parameters, <a class="el" href="classitk_1_1Array.html">DerivativeType</a> &gradient)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#50aefd14a6e16ae5beea2f44595496bd">GenerateDelta</a> (const unsigned int spaceDimension)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Object.html#86e41d394947d09fa11d2bd1aa4a0823">PrintObservers</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#7a5ecba8c86cd6eb9e211f89ed2048bb">PrintSelf</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#a42eb628bcd3a89143b8cd944f1df72e">SetCurrentPosition</a> (const <a class="el" href="classitk_1_1Array.html">ParametersType</a> &param)</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#c4d2caa46faa24b665f1901366d4249b">SPSAOptimizer</a> ()</td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#7138a158b0a8d650d50d884381e8b737">~SPSAOptimizer</a> ()</td></tr>
<tr><td colspan="2"><div class="groupHeader"></div></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#2c28e4194498d84fc4cf04f52627ebfc">PrintHeader</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#53f01227f6e1d236af409a9f90948734">PrintTrailer</a> (std::ostream &os, <a class="el" href="classitk_1_1Indent.html">Indent</a> indent) const </td></tr>
<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1SmartPointer.html">CostFunctionPointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#0ea6465331732c1e08b49f6fb55dd618">m_CostFunction</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">unsigned long </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#049b320d3bf6b66bfe19aa71acf57a52">m_CurrentIteration</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Array.html">ParametersType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#1fce3c9823a6947745f7b06748076189">m_CurrentPosition</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Array.html">DerivativeType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#9c70017e20d9312d0cd2ef64a5a1ba14">m_Delta</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1SmartPointer.html">Statistics::MersenneTwisterRandomVariateGenerator::Pointer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#0aff911e8dbe534256c67ed7614dcb77">m_Generator</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1Array.html">DerivativeType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#8ff283e15c4a6baa51b1a0ce808123d5">m_Gradient</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#3eaa6f860be09e0eb645b10c62a08a40">m_LearningRate</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">InternalReferenceCountType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#499dbc304e9a6b929a4f339308788456">m_ReferenceCount</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1SimpleFastMutexLock.html">SimpleFastMutexLock</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1LightObject.html#b44ec95ff62bd5ea0315f7546ecac368">m_ReferenceCountLock</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1Optimizer.html#d1c644d4282e24fafbc97bb9645cb2ee">m_ScalesInitialized</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#d4670d53865a8e0eb88117807200db2f">m_StateOfConvergence</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#2778235f3fa45945f2686fbafa0c73fe">m_Stop</a></td></tr>
<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f46874">StopConditionType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classitk_1_1SPSAOptimizer.html#cd888a8834120d577fb053d7d21d841c">m_StopCondition</a></td></tr>
</table>
<hr><a name="_details"></a><h2>Detailed Description</h2>
An optimizer based on simultaneous perturbation...
<p>
This optimizer is an implementation of the Simultaneous Perturbation Stochastic Approximation method, described in:<p>
<ul>
<li><a href="http://www.jhuapl.edu/SPSA/">http://www.jhuapl.edu/SPSA/</a></li></ul>
<p>
<ul>
<li>Spall, J.C. (1998), "An Overview of the Simultaneous Perturbation Method for Efficient Optimization," Johns Hopkins APL Technical Digest, vol. 19, pp. 482-492 </li></ul>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00043">43</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<hr><h2>Member Typedef Documentation</h2>
<a class="anchor" name="d8d2cd0113e870a3f6673767b4635986"></a><!-- doxytag: member="itk::SPSAOptimizer::ConstPointer" ref="d8d2cd0113e870a3f6673767b4635986" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a><const <a class="el" href="classitk_1_1LightObject.html">Self</a>> <a class="el" href="classitk_1_1SmartPointer.html">itk::SPSAOptimizer::ConstPointer</a> </td>
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<p>
<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#07d9382e63b8177930e1cc59de7f8663">itk::SingleValuedNonLinearOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00052">52</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="8ba42326a75e21218d2ce43f7dc6484d"></a><!-- doxytag: member="itk::SPSAOptimizer::CostFunctionPointer" ref="8ba42326a75e21218d2ce43f7dc6484d" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">CostFunctionType::Pointer</a> <a class="el" href="classitk_1_1SmartPointer.html">itk::SingleValuedNonLinearOptimizer::CostFunctionPointer</a><code> [inherited]</code> </td>
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<p>Reimplemented in <a class="el" href="classitk_1_1FRPROptimizer.html#e87010795f7a0feac90b1e7633ca8e94">itk::FRPROptimizer</a>, <a class="el" href="classitk_1_1OnePlusOneEvolutionaryOptimizer.html#a96ba6bd827598128d86a4ded17aaffa">itk::OnePlusOneEvolutionaryOptimizer</a>, <a class="el" href="classitk_1_1PowellOptimizer.html#7144aec4d8bfe3dbedad433e4af382dc">itk::PowellOptimizer</a>, and <a class="el" href="classitk_1_1RegularStepGradientDescentOptimizer.html#10da1c7aa25d5080caba32fceb366f75">itk::RegularStepGradientDescentOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html#l00056">56</a> of file <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html">itkSingleValuedNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="43209de7600ffd8e18d8773c0c9df706"></a><!-- doxytag: member="itk::SPSAOptimizer::CostFunctionType" ref="43209de7600ffd8e18d8773c0c9df706" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SingleValuedCostFunction.html">SingleValuedCostFunction</a> <a class="el" href="classitk_1_1SingleValuedCostFunction.html">itk::SingleValuedNonLinearOptimizer::CostFunctionType</a><code> [inherited]</code> </td>
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Type of the Cost <a class="el" href="namespaceitk_1_1Function.html">Function</a>
<p>Reimplemented in <a class="el" href="classitk_1_1FRPROptimizer.html#7ef44f11e1201047a3ae4df819596e64">itk::FRPROptimizer</a>, <a class="el" href="classitk_1_1OnePlusOneEvolutionaryOptimizer.html#623331c8ad9c73b24847e29fadf73558">itk::OnePlusOneEvolutionaryOptimizer</a>, <a class="el" href="classitk_1_1PowellOptimizer.html#2cf7d26d053f37de2808d58799d33a6b">itk::PowellOptimizer</a>, and <a class="el" href="classitk_1_1RegularStepGradientDescentOptimizer.html#dd1ad563d09fa67855029ceb553cf8be">itk::RegularStepGradientDescentOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html#l00055">55</a> of file <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html">itkSingleValuedNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="ead802bd91388811ed80116d1f597f50"></a><!-- doxytag: member="itk::SPSAOptimizer::DerivativeType" ref="ead802bd91388811ed80116d1f597f50" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1Array.html">CostFunctionType::DerivativeType</a> <a class="el" href="classitk_1_1Array.html">itk::SingleValuedNonLinearOptimizer::DerivativeType</a><code> [inherited]</code> </td>
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Derivative type. It defines a type used to return the cost function derivative.
<p>Definition at line <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html#l00064">64</a> of file <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html">itkSingleValuedNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="dc057b9bc15dba2d9b7b8bd4fa0f6774"></a><!-- doxytag: member="itk::SPSAOptimizer::InternalReferenceCountType" ref="dc057b9bc15dba2d9b7b8bd4fa0f6774" args="" -->
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<td class="memname">typedef int <a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">itk::LightObject::InternalReferenceCountType</a><code> [protected, inherited]</code> </td>
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Define the type of the reference count according to the target. This allows the use of atomic operations
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00139">139</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="245250616c34172f263fca38ef7b075d"></a><!-- doxytag: member="itk::SPSAOptimizer::MeasureType" ref="245250616c34172f263fca38ef7b075d" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SingleValuedCostFunction.html#545d325e204a9aedea7640c87d6ca983">CostFunctionType::MeasureType</a> <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#245250616c34172f263fca38ef7b075d">itk::SingleValuedNonLinearOptimizer::MeasureType</a><code> [inherited]</code> </td>
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Measure type. It defines a type used to return the cost function value.
<p>Definition at line <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html#l00060">60</a> of file <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html">itkSingleValuedNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="9441033001d47bcc93a4c374913fbe4c"></a><!-- doxytag: member="itk::SPSAOptimizer::ParametersType" ref="9441033001d47bcc93a4c374913fbe4c" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#9441033001d47bcc93a4c374913fbe4c">Superclass::ParametersType</a> <a class="el" href="classitk_1_1Array.html">itk::SingleValuedNonLinearOptimizer::ParametersType</a><code> [inherited]</code> </td>
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Parameters type. It defines a position in the optimization search space.
<p>Reimplemented from <a class="el" href="classitk_1_1NonLinearOptimizer.html#a96e613b7a48e8bdada7e32b542e8ce8">itk::NonLinearOptimizer</a>.</p>
<p>Reimplemented in <a class="el" href="classitk_1_1AmoebaOptimizer.html#9877104fcb56caa2cd773003df6ee6bb">itk::AmoebaOptimizer</a>, <a class="el" href="classitk_1_1FRPROptimizer.html#703285a67247f207f749acb646823669">itk::FRPROptimizer</a>, <a class="el" href="classitk_1_1PowellOptimizer.html#5be7f8220e73af71610231919043eec6">itk::PowellOptimizer</a>, and <a class="el" href="classitk_1_1QuaternionRigidTransformGradientDescentOptimizer.html#5d793cbf6ef4d8c70dbf60bfc30cca9e">itk::QuaternionRigidTransformGradientDescentOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html#l00048">48</a> of file <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html">itkSingleValuedNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="e669c89f8ae09b8acefa637471886af1"></a><!-- doxytag: member="itk::SPSAOptimizer::Pointer" ref="e669c89f8ae09b8acefa637471886af1" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SmartPointer.html">SmartPointer</a><<a class="el" href="classitk_1_1LightObject.html">Self</a>> <a class="el" href="classitk_1_1SmartPointer.html">itk::SPSAOptimizer::Pointer</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#d2ca3b1c6506eb0e2162100e148fcae0">itk::SingleValuedNonLinearOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00051">51</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="1582b1615da94ef3bded68251f7eba04"></a><!-- doxytag: member="itk::SPSAOptimizer::ScalesType" ref="1582b1615da94ef3bded68251f7eba04" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">Superclass::ScalesType</a> <a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">itk::NonLinearOptimizer::ScalesType</a><code> [inherited]</code> </td>
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Scale type. This array defines scale to be applied to parameters before being evaluated in the cost function. This allows to map to a more convenient space. In particular this is used to normalize parameter spaces in which some parameters have a different dynamic range.
<p>Reimplemented from <a class="el" href="classitk_1_1Optimizer.html#83427ebddb8977cbe09cf07c1bbe6a7f">itk::Optimizer</a>.</p>
<p>Definition at line <a class="el" href="itkNonLinearOptimizer_8h_source.html#l00052">52</a> of file <a class="el" href="itkNonLinearOptimizer_8h_source.html">itkNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="89fdfb7279a45920b8363d98d119dbeb"></a><!-- doxytag: member="itk::SPSAOptimizer::Self" ref="89fdfb7279a45920b8363d98d119dbeb" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SPSAOptimizer.html">SPSAOptimizer</a> <a class="el" href="classitk_1_1SPSAOptimizer.html">itk::SPSAOptimizer::Self</a> </td>
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Standard class typedefs.
<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#daf22b5e1f8ee3b019bedf435469e7bb">itk::SingleValuedNonLinearOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00049">49</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="81d8dfc731d0c85c8a1e328d068185fb"></a><!-- doxytag: member="itk::SPSAOptimizer::Superclass" ref="81d8dfc731d0c85c8a1e328d068185fb" args="" -->
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<td class="memname">typedef <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html">SingleValuedNonLinearOptimizer</a> <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html">itk::SPSAOptimizer::Superclass</a> </td>
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<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#88a00107443f5cd3c5c130bbda8fc656">itk::SingleValuedNonLinearOptimizer</a>.</p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00050">50</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<hr><h2>Member Enumeration Documentation</h2>
<a class="anchor" name="1ee6427f90e32eda1fa59ff554f46874"></a><!-- doxytag: member="itk::SPSAOptimizer::StopConditionType" ref="1ee6427f90e32eda1fa59ff554f46874" args="" -->
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<td class="memname">enum <a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f46874">itk::SPSAOptimizer::StopConditionType</a> </td>
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Codes of stopping conditions <dl compact><dt><b>Enumerator: </b></dt><dd>
<table border="0" cellspacing="2" cellpadding="0">
<tr><td valign="top"><em><a class="anchor" name="1ee6427f90e32eda1fa59ff554f468743612ffc4d4de58f0c5a3362f48ed0a18"></a><!-- doxytag: member="Unknown" ref="1ee6427f90e32eda1fa59ff554f468743612ffc4d4de58f0c5a3362f48ed0a18" args="" -->Unknown</em> </td><td>
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<tr><td valign="top"><em><a class="anchor" name="1ee6427f90e32eda1fa59ff554f4687481c9816d301269530695ac3bf67ff00b"></a><!-- doxytag: member="MaximumNumberOfIterations" ref="1ee6427f90e32eda1fa59ff554f4687481c9816d301269530695ac3bf67ff00b" args="" -->MaximumNumberOfIterations</em> </td><td>
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<tr><td valign="top"><em><a class="anchor" name="1ee6427f90e32eda1fa59ff554f4687492ecdb07e68e0e7b7b989e782cb169ed"></a><!-- doxytag: member="BelowTolerance" ref="1ee6427f90e32eda1fa59ff554f4687492ecdb07e68e0e7b7b989e782cb169ed" args="" -->BelowTolerance</em> </td><td>
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<tr><td valign="top"><em><a class="anchor" name="1ee6427f90e32eda1fa59ff554f468741d843cc3a25c6da7dbb6ba7d8c8bad8d"></a><!-- doxytag: member="MetricError" ref="1ee6427f90e32eda1fa59ff554f468741d843cc3a25c6da7dbb6ba7d8c8bad8d" args="" -->MetricError</em> </td><td>
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<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00061">61</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<hr><h2>Constructor & Destructor Documentation</h2>
<a class="anchor" name="c4d2caa46faa24b665f1901366d4249b"></a><!-- doxytag: member="itk::SPSAOptimizer::SPSAOptimizer" ref="c4d2caa46faa24b665f1901366d4249b" args="()" -->
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<td class="memname">itk::SPSAOptimizer::SPSAOptimizer </td>
<td>(</td>
<td class="paramname"> </td>
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<td><code> [protected]</code></td>
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<a class="anchor" name="7138a158b0a8d650d50d884381e8b737"></a><!-- doxytag: member="itk::SPSAOptimizer::~SPSAOptimizer" ref="7138a158b0a8d650d50d884381e8b737" args="()" -->
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<td class="memname">virtual itk::SPSAOptimizer::~SPSAOptimizer </td>
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<td><code> [inline, protected, virtual]</code></td>
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<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00210">210</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<hr><h2>Member Function Documentation</h2>
<a class="anchor" name="0e2fb8814089882b9c8d9174b5ca74ea"></a><!-- doxytag: member="itk::SPSAOptimizer::AddObserver" ref="0e2fb8814089882b9c8d9174b5ca74ea" args="(const EventObject &event, Command *) const " -->
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<td class="memname">unsigned long itk::Object::AddObserver </td>
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Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">itk::Command</a> to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
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<a class="anchor" name="23703e82fa4a979fd512528f471606a0"></a><!-- doxytag: member="itk::SPSAOptimizer::AddObserver" ref="23703e82fa4a979fd512528f471606a0" args="(const EventObject &event, Command *)" -->
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<td class="memname">unsigned long itk::Object::AddObserver </td>
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Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">itk::Command</a> to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
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<a class="anchor" name="ea6d5de533e871b23e5cd3bbc61654d1"></a><!-- doxytag: member="itk::SPSAOptimizer::AdvanceOneStep" ref="ea6d5de533e871b23e5cd3bbc61654d1" args="(void)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::AdvanceOneStep </td>
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Advance one step following the gradient direction.
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<a class="anchor" name="d2017ee10bba6dc34ab9b3062ee573ca"></a><!-- doxytag: member="itk::SPSAOptimizer::BreakOnError" ref="d2017ee10bba6dc34ab9b3062ee573ca" args="()" -->
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This method is called when itkExceptionMacro executes. It allows the debugger to break on error.
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<a class="anchor" name="7d56b397a2a55572b30a1f7815f7c725"></a><!-- doxytag: member="itk::SPSAOptimizer::Compute_a" ref="7d56b397a2a55572b30a1f7815f7c725" args="(unsigned long k) const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::Compute_a </td>
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Method to compute the learning rate at iteration k (a_k).
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<a class="anchor" name="3e97e46a835fd399f6327eb93c314ab6"></a><!-- doxytag: member="itk::SPSAOptimizer::Compute_c" ref="3e97e46a835fd399f6327eb93c314ab6" args="(unsigned long k) const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::Compute_c </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>k</em> </td>
<td> ) </td>
<td> const<code> [protected, virtual]</code></td>
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</table>
</div>
<div class="memdoc">
<p>
Method to compute the gain factor for the perturbation at iteration k (c_k).
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<a class="anchor" name="aa10faa2656fe4689550a379c7b10cd3"></a><!-- doxytag: member="itk::SPSAOptimizer::ComputeGradient" ref="aa10faa2656fe4689550a379c7b10cd3" args="(const ParametersType &parameters, DerivativeType &gradient)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::ComputeGradient </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>parameters</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Array.html">DerivativeType</a> & </td>
<td class="paramname"> <em>gradient</em></td><td> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td><td><code> [protected, virtual]</code></td>
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<div class="memdoc">
<p>
Compute the gradient at a position. m_NumberOfPerturbations are used, and scales are taken into account.
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<a class="anchor" name="c36c03b81115c9a089bc46cdba22e1b6"></a><!-- doxytag: member="itk::SPSAOptimizer::CreateAnother" ref="c36c03b81115c9a089bc46cdba22e1b6" args="() const " -->
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<td class="memname">virtual <a class="el" href="classitk_1_1SmartPointer.html">LightObject::Pointer</a> itk::Object::CreateAnother </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
</tr>
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<div class="memdoc">
<p>
Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#ba533bbb63dd6398670049336b004555">itk::LightObject</a>.</p>
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<a class="anchor" name="bc251c28f17728a618d8b2a55e6e66d8"></a><!-- doxytag: member="itk::SPSAOptimizer::DebugOff" ref="bc251c28f17728a618d8b2a55e6e66d8" args="() const " -->
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<td class="memname">virtual void itk::Object::DebugOff </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
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<p>
Turn debugging output off.
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<a class="anchor" name="de27d01f85f71723bcbb3ec54f630b31"></a><!-- doxytag: member="itk::SPSAOptimizer::DebugOn" ref="de27d01f85f71723bcbb3ec54f630b31" args="() const " -->
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<td class="memname">virtual void itk::Object::DebugOn </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Turn debugging output on.
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<a class="anchor" name="17444d38d6f52e9e3bdf080dfffbe803"></a><!-- doxytag: member="itk::SPSAOptimizer::Delete" ref="17444d38d6f52e9e3bdf080dfffbe803" args="()" -->
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<td class="memname">virtual void itk::LightObject::Delete </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Delete an <a class="el" href="namespaceitk.html" title="Hashtable class, used to implement the hashed associative containers itk_hash_set...">itk</a> object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.
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<a class="anchor" name="50aefd14a6e16ae5beea2f44595496bd"></a><!-- doxytag: member="itk::SPSAOptimizer::GenerateDelta" ref="50aefd14a6e16ae5beea2f44595496bd" args="(const unsigned int spaceDimension)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::GenerateDelta </td>
<td>(</td>
<td class="paramtype">const unsigned int </td>
<td class="paramname"> <em>spaceDimension</em> </td>
<td> ) </td>
<td><code> [protected, virtual]</code></td>
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</table>
</div>
<div class="memdoc">
<p>
Method to generate a perturbation vector. Takes scales into account.
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<a class="anchor" name="bf22e887876237896ecf61534aa88ae8"></a><!-- doxytag: member="itk::SPSAOptimizer::GetA" ref="bf22e887876237896ecf61534aa88ae8" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetA </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get <a class="el" href="classA.html">A</a>.
</div>
</div><p>
<a class="anchor" name="7f1048a8cd21a1ee741b75bdffccd0bd"></a><!-- doxytag: member="itk::SPSAOptimizer::Geta" ref="7f1048a8cd21a1ee741b75bdffccd0bd" args="()" -->
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<td class="memname">double itk::SPSAOptimizer::Geta </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
</tr>
</table>
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<div class="memdoc">
<p>
Set/Get a.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00124">124</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#2f34f7ec7012cc2f433f972f0a99778c">GetSa()</a>.</p>
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<a class="anchor" name="7948318dae830c734947b7c07a7fe292"></a><!-- doxytag: member="itk::SPSAOptimizer::GetAlpha" ref="7948318dae830c734947b7c07a7fe292" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetAlpha </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
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<p>
Set/Get alpha.
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<a class="anchor" name="2ad7cef753f4d689e0617dafa5cc6798"></a><!-- doxytag: member="itk::SPSAOptimizer::Getc" ref="2ad7cef753f4d689e0617dafa5cc6798" args="()" -->
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<td class="memname">double itk::SPSAOptimizer::Getc </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
</tr>
</table>
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<p>
Set/Get c.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00132">132</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#1857639cc38103c3aa7c3b7d8cdad955">GetSc()</a>.</p>
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<a class="anchor" name="031c14d32abf5310bb2d0293216fc20b"></a><!-- doxytag: member="itk::SPSAOptimizer::GetCommand" ref="031c14d32abf5310bb2d0293216fc20b" args="(unsigned long tag)" -->
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<td class="memname"><a class="el" href="classitk_1_1Command.html">Command</a>* itk::Object::GetCommand </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>tag</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
</tr>
</table>
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<p>
Get the command associated with the given tag. NOTE: This returns a pointer to a <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a>, but it is safe to asign this to a <a class="el" href="classitk_1_1Command.html#fd9f53bfc5e3295cb80e282abe687318">Command::Pointer</a>. Since <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> inherits from <a class="el" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">LightObject</a>, at this point in the code, only a pointer or a reference to the <a class="el" href="classitk_1_1Command.html" title="superclass for callback/observer methods">Command</a> can be used.
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<a class="anchor" name="45675c89ceeb2b0555b3d7571502a9e5"></a><!-- doxytag: member="itk::SPSAOptimizer::GetCostFunction" ref="45675c89ceeb2b0555b3d7571502a9e5" args="()" -->
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<td class="memname">virtual const <a class="el" href="classitk_1_1SingleValuedCostFunction.html">CostFunctionType</a>* itk::SingleValuedNonLinearOptimizer::GetCostFunction </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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</table>
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<p>
Get the cost function.
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<a class="anchor" name="b45e32b5ad053e5d41a72a7d16373678"></a><!-- doxytag: member="itk::SPSAOptimizer::GetCurrentIteration" ref="b45e32b5ad053e5d41a72a7d16373678" args="() const " -->
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<td class="memname">virtual unsigned long itk::SPSAOptimizer::GetCurrentIteration </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
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<p>
Get the current iteration number.
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</div><p>
<a class="anchor" name="b8893f63b1ff1192812804b5b99a50e4"></a><!-- doxytag: member="itk::SPSAOptimizer::GetCurrentPosition" ref="b8893f63b1ff1192812804b5b99a50e4" args="()" -->
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<td class="memname">virtual const <a class="el" href="classitk_1_1Array.html">ParametersType</a>& itk::Optimizer::GetCurrentPosition </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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<p>
Get current position of the optimization.
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</div><p>
<a class="anchor" name="cf1456e40e57a23d7e7f051ca2e102cf"></a><!-- doxytag: member="itk::SPSAOptimizer::GetDebug" ref="cf1456e40e57a23d7e7f051ca2e102cf" args="() const " -->
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<td class="memname">bool itk::Object::GetDebug </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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</table>
</div>
<div class="memdoc">
<p>
Get the value of the debug flag.
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<a class="anchor" name="b533340b345facb5d70122fb8b43c433"></a><!-- doxytag: member="itk::SPSAOptimizer::GetGamma" ref="b533340b345facb5d70122fb8b43c433" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetGamma </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
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<p>
Set/Get gamma.
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<a class="anchor" name="722122bd785f53294ff40b828d5ffa4d"></a><!-- doxytag: member="itk::SPSAOptimizer::GetGlobalWarningDisplay" ref="722122bd785f53294ff40b828d5ffa4d" args="()" -->
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<td class="memname">static bool itk::Object::GetGlobalWarningDisplay </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [static, inherited]</code></td>
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</table>
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<p>
This is a global flag that controls whether any debug, warning or error messages are displayed.
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<a class="anchor" name="a0d6a29831d2790e24408860222312a8"></a><!-- doxytag: member="itk::SPSAOptimizer::GetGradient" ref="a0d6a29831d2790e24408860222312a8" args="()" -->
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<td class="memname">virtual const <a class="el" href="classitk_1_1Array.html">DerivativeType</a>& itk::SPSAOptimizer::GetGradient </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Get the latest computed gradient
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</div><p>
<a class="anchor" name="cc0129b3ada074d66957ebf53a13c0f0"></a><!-- doxytag: member="itk::SPSAOptimizer::GetGradientMagnitude" ref="cc0129b3ada074d66957ebf53a13c0f0" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetGradientMagnitude </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Get the GradientMagnitude of the latest computed gradient
</div>
</div><p>
<a class="anchor" name="31878c74f1a8f38738e6de62bf3496d7"></a><!-- doxytag: member="itk::SPSAOptimizer::GetInitialPosition" ref="31878c74f1a8f38738e6de62bf3496d7" args="()" -->
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<td class="memname">virtual const <a class="el" href="classitk_1_1Array.html">ParametersType</a>& itk::Optimizer::GetInitialPosition </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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</table>
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<div class="memdoc">
<p>
Get the position to initialize the optimization.
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<a class="anchor" name="5dd6c3a57f250b87328f6925cc643b0f"></a><!-- doxytag: member="itk::SPSAOptimizer::GetLearningRate" ref="5dd6c3a57f250b87328f6925cc643b0f" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetLearningRate </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
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<div class="memdoc">
<p>
Get the current LearningRate (a_k)
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<a class="anchor" name="efabbb052d33480622b0648cc1064e86"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMaximize" ref="efabbb052d33480622b0648cc1064e86" args="() const " -->
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<td class="memname">virtual bool itk::SPSAOptimizer::GetMaximize </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
</div>
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<p>
Methods to configure the cost function.
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<a class="anchor" name="44353acf32e3e9beeb1766aff5e12343"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMaximumNumberOfIterations" ref="44353acf32e3e9beeb1766aff5e12343" args="() const " -->
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<td class="memname">virtual unsigned long itk::SPSAOptimizer::GetMaximumNumberOfIterations </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get the maximum number of iterations.
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</div><p>
<a class="anchor" name="ab4e913cbfc535646fc7e33f5b2e897d"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMetaDataDictionary" ref="ab4e913cbfc535646fc7e33f5b2e897d" args="(void) const " -->
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<td class="memname">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>& itk::Object::GetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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<p>
<dl class="return" compact><dt><b>Returns:</b></dt><dd><a class="el" href="classA.html">A</a> constant reference to this objects <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>. </dd></dl>
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<a class="anchor" name="414d257cfb90dd76c8f6e29a796531b0"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMetaDataDictionary" ref="414d257cfb90dd76c8f6e29a796531b0" args="(void)" -->
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<td class="memname"><a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>& itk::Object::GetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<dl class="return" compact><dt><b>Returns:</b></dt><dd><a class="el" href="classA.html">A</a> reference to this objects <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a>. </dd></dl>
<dl class="warning" compact><dt><b>Warning:</b></dt><dd>This reference may be changed. </dd></dl>
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<a class="anchor" name="c1dab56196c99a445c93d4df696cc0a7"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMinimize" ref="c1dab56196c99a445c93d4df696cc0a7" args="() const " -->
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<td class="memname">bool itk::SPSAOptimizer::GetMinimize </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inline]</code></td>
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<p>
Methods to configure the cost function.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00154">154</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="b9f078872584ea281d0fcfe935640c88"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMinimumNumberOfIterations" ref="b9f078872584ea281d0fcfe935640c88" args="() const " -->
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<td class="memname">virtual unsigned long itk::SPSAOptimizer::GetMinimumNumberOfIterations </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
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<p>
Set/Get the minimum number of iterations
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<a class="anchor" name="cab7d8d23240dacdbee33e5d1230a23e"></a><!-- doxytag: member="itk::SPSAOptimizer::GetMTime" ref="cab7d8d23240dacdbee33e5d1230a23e" args="() const " -->
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<td class="memname">virtual unsigned long itk::Object::GetMTime </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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<p>
Return this objects modified time.
<p>Reimplemented in <a class="el" href="classitk_1_1ImageRegistrationMethod.html#0ca1055a633e9526a885c0b92085762a">itk::ImageRegistrationMethod< TFixedImage, TMovingImage ></a>, <a class="el" href="classitk_1_1ImageToSpatialObjectRegistrationMethod.html#ac299f2219dd552f38e3975e1d6c4f04">itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject ></a>, <a class="el" href="classitk_1_1MultiResolutionImageRegistrationMethod.html#2abfcc8295ab147f201f81b87f2fe131">itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage ></a>, <a class="el" href="classitk_1_1PointSetToImageRegistrationMethod.html#c7b9cf41d8cc0a9d35bf82d03671e22a">itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage ></a>, <a class="el" href="classitk_1_1PointSetToPointSetRegistrationMethod.html#2865f9e84b55d26efcebb2d37966f27f">itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet ></a>, <a class="el" href="classitk_1_1DeformationFieldSource.html#240df5996ed1f70b11eac0efaa9e05fa">itk::DeformationFieldSource< TOutputImage ></a>, <a class="el" href="classitk_1_1InverseDeformationFieldImageFilter.html#cb958ad76eccc6210f2a8d5f89ebbe52">itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage ></a>, <a class="el" href="classitk_1_1ResampleImageFilter.html#ad5910eef27070b8bc36e6673bbc7cbf">itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType ></a>, <a class="el" href="classitk_1_1VectorResampleImageFilter.html#e0fcbedd3cdc27806ba275128ecc0571">itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType ></a>, <a class="el" href="classitk_1_1BoundingBox.html#0042892683cf7fddace623902db14a31">itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, TAccessor ></a>, <a class="el" href="classitk_1_1ResampleImageFilter.html#ad5910eef27070b8bc36e6673bbc7cbf">itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType ></a>, <a class="el" href="classitk_1_1TransformToDeformationFieldSource.html#587f9be610da037f241027f2003fc271">itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType ></a>, <a class="el" href="classitk_1_1ImageSpatialObject.html#59b8cb2b91110a74fa200cd0a9ae07c6">itk::ImageSpatialObject< TDimension, TPixelType ></a>, <a class="el" href="classitk_1_1MeshSpatialObject.html#02b23babf1a13a97378d8d19e0e5714f">itk::MeshSpatialObject< TMesh ></a>, <a class="el" href="classitk_1_1SceneSpatialObject.html#ec28155bc0ca5c8b386066c0b1801e70">itk::SceneSpatialObject< TSpaceDimension ></a>, <a class="el" href="classitk_1_1SpatialObject.html#30e33a9f2b83e6f47a9b2db63b538198">itk::SpatialObject< TDimension ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, PixelAccessor ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#185abdf95c633801f091e915eb7d7298">itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageSpatialObject.html#59b8cb2b91110a74fa200cd0a9ae07c6">itk::ImageSpatialObject< TDimension, unsigned char ></a>, <a class="el" href="classitk_1_1SpatialObject.html#30e33a9f2b83e6f47a9b2db63b538198">itk::SpatialObject< 3 ></a>, and <a class="el" href="classitk_1_1SpatialObject.html#30e33a9f2b83e6f47a9b2db63b538198">itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension ></a>.</p>
<p>Referenced by <a class="el" href="itkSpatialObject_8h_source.html#l00230">itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime()</a>.</p>
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<a class="anchor" name="19f2ea1ff2a86cbb467f94f029839c95"></a><!-- doxytag: member="itk::SPSAOptimizer::GetNameOfClass" ref="19f2ea1ff2a86cbb467f94f029839c95" args="() const " -->
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<td class="memname">virtual const char* itk::SPSAOptimizer::GetNameOfClass </td>
<td>(</td>
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<p>
Run-time type information (and related methods).
<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#b67f3a083351b6fe23b9112edb13a767">itk::SingleValuedNonLinearOptimizer</a>.</p>
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<a class="anchor" name="43dd45e3e04ad703948157ba9cbb9112"></a><!-- doxytag: member="itk::SPSAOptimizer::GetNumberOfPerturbations" ref="43dd45e3e04ad703948157ba9cbb9112" args="() const " -->
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<td class="memname">virtual unsigned long itk::SPSAOptimizer::GetNumberOfPerturbations </td>
<td>(</td>
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<td> const<code> [virtual]</code></td>
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Set/Get the number of perturbation used to construct a gradient estimate g_k. q = NumberOfPerturbations g_k = 1/q sum_{j=1..q} g^(j)_k
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<a class="anchor" name="48b4964378e7835c61aa54c3104eee61"></a><!-- doxytag: member="itk::SPSAOptimizer::GetReferenceCount" ref="48b4964378e7835c61aa54c3104eee61" args="() const " -->
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<td class="memname">virtual int itk::LightObject::GetReferenceCount </td>
<td>(</td>
<td class="paramname"> </td>
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<td> const<code> [inline, virtual, inherited]</code></td>
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Gets the reference count on this object.
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00106">106</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="2f34f7ec7012cc2f433f972f0a99778c"></a><!-- doxytag: member="itk::SPSAOptimizer::GetSa" ref="2f34f7ec7012cc2f433f972f0a99778c" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetSa </td>
<td>(</td>
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<td> const<code> [virtual]</code></td>
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Set/Get a.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00124">Geta()</a>.</p>
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<a class="anchor" name="1857639cc38103c3aa7c3b7d8cdad955"></a><!-- doxytag: member="itk::SPSAOptimizer::GetSc" ref="1857639cc38103c3aa7c3b7d8cdad955" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetSc </td>
<td>(</td>
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<td> const<code> [virtual]</code></td>
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Set/Get c.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00132">Getc()</a>.</p>
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<a class="anchor" name="7c610cbb85fa3313ff9443ba9533e02d"></a><!-- doxytag: member="itk::SPSAOptimizer::GetScales" ref="7c610cbb85fa3313ff9443ba9533e02d" args="()" -->
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<td class="memname">virtual const <a class="el" href="classitk_1_1NonLinearOptimizer.html#1582b1615da94ef3bded68251f7eba04">ScalesType</a>& itk::Optimizer::GetScales </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
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Get current parameters scaling.
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<a class="anchor" name="9c25549a046635af82be4f773cf6401c"></a><!-- doxytag: member="itk::SPSAOptimizer::GetStateOfConvergence" ref="9c25549a046635af82be4f773cf6401c" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetStateOfConvergence </td>
<td>(</td>
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<td> const<code> [virtual]</code></td>
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Get the state of convergence in the last iteration. When the StateOfConvergence is lower than the Tolerance, and the minimum number of iterations has been performed, the optimization stops.<p>
The state of convergence (SOC) is initialized with 0.0 and updated after each iteration as follows: SOC *= SOCDecayRate SOC += a_k * GradientMagnitude
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<a class="anchor" name="dc7bacedb6e928132ccf5b27766c5e9b"></a><!-- doxytag: member="itk::SPSAOptimizer::GetStateOfConvergenceDecayRate" ref="dc7bacedb6e928132ccf5b27766c5e9b" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetStateOfConvergenceDecayRate </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
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Set/Get StateOfConvergenceDecayRate (number between 0 and 1).
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<a class="anchor" name="76400fab852352ec6c7581540e7f237b"></a><!-- doxytag: member="itk::SPSAOptimizer::GetStopCondition" ref="76400fab852352ec6c7581540e7f237b" args="() const " -->
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<td class="memname">virtual <a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f46874">StopConditionType</a> itk::SPSAOptimizer::GetStopCondition </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual]</code></td>
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Get Stop condition.
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<a class="anchor" name="150be3bc929970f16781915f4a2dc35c"></a><!-- doxytag: member="itk::SPSAOptimizer::GetTolerance" ref="150be3bc929970f16781915f4a2dc35c" args="() const " -->
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<td class="memname">virtual double itk::SPSAOptimizer::GetTolerance </td>
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<td> const<code> [virtual]</code></td>
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Set/Get Tolerance
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<a class="anchor" name="4558ce7088e8ceb999ca680f7dbd0993"></a><!-- doxytag: member="itk::SPSAOptimizer::GetValue" ref="4558ce7088e8ceb999ca680f7dbd0993" args="(const ParametersType &parameters) const " -->
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<td class="memname">virtual <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#245250616c34172f263fca38ef7b075d">MeasureType</a> itk::SPSAOptimizer::GetValue </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>parameters</em> </td>
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<td> const<code> [virtual]</code></td>
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Get the cost function value at any position
<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#07e5f2103684592be9ad5ed8f75844a4">itk::SingleValuedNonLinearOptimizer</a>.</p>
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<a class="anchor" name="0e89756839838d0ede170d3049a3ad23"></a><!-- doxytag: member="itk::SPSAOptimizer::GetValue" ref="0e89756839838d0ede170d3049a3ad23" args="(void) const " -->
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<td class="memname">virtual <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#245250616c34172f263fca38ef7b075d">MeasureType</a> itk::SPSAOptimizer::GetValue </td>
<td>(</td>
<td class="paramtype">void </td>
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<td> const<code> [virtual]</code></td>
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Get the cost function value at the current position.
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<a class="anchor" name="3a5c8091d9c41acbea2bb083f141b028"></a><!-- doxytag: member="itk::SPSAOptimizer::GlobalWarningDisplayOff" ref="3a5c8091d9c41acbea2bb083f141b028" args="()" -->
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<td class="memname">static void itk::Object::GlobalWarningDisplayOff </td>
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This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Definition at line <a class="el" href="itkObject_8h_source.html#l00100">100</a> of file <a class="el" href="itkObject_8h_source.html">itkObject.h</a>.</p>
<p>References <a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">itk::Object::SetGlobalWarningDisplay()</a>.</p>
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<a class="anchor" name="81e0ce09465f2c7e243bb5f68b850ff3"></a><!-- doxytag: member="itk::SPSAOptimizer::GlobalWarningDisplayOn" ref="81e0ce09465f2c7e243bb5f68b850ff3" args="()" -->
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<td class="memname">static void itk::Object::GlobalWarningDisplayOn </td>
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This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Definition at line <a class="el" href="itkObject_8h_source.html#l00098">98</a> of file <a class="el" href="itkObject_8h_source.html">itkObject.h</a>.</p>
<p>References <a class="el" href="classitk_1_1Object.html#d8741136cb37a25e64c62ebf91794d4a">itk::Object::SetGlobalWarningDisplay()</a>.</p>
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<a class="anchor" name="dbd5146f1ed89dfc6fe0844a56a18656"></a><!-- doxytag: member="itk::SPSAOptimizer::GuessParameters" ref="dbd5146f1ed89dfc6fe0844a56a18656" args="(unsigned long numberOfGradientEstimates, double initialStepSize)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::GuessParameters </td>
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<td class="paramname"> <em>numberOfGradientEstimates</em>, </td>
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<td class="paramname"> <em>initialStepSize</em></td><td> </td>
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Guess the parameters a and <a class="el" href="classA.html">A</a>. This function needs the number of GradientEstimates used for estimating a and <a class="el" href="classA.html">A</a> and and the expected initial step size (where step size is defined as the maximum of the absolute values of the parameter update). Make sure you set c, Alpha, Gamma, the MaximumNumberOfIterations, the Scales, and the the InitialPosition before calling this method.<p>
Described in: Spall, J.C. (1998), "Implementation of the Simultaneous Perturbation Algorithm for Stochastic Optimization", IEEE Trans. Aerosp. Electron. Syst. 34(3), 817-823.
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<a class="anchor" name="1969769aece35c36fcf240bda3d57a30"></a><!-- doxytag: member="itk::SPSAOptimizer::HasObserver" ref="1969769aece35c36fcf240bda3d57a30" args="(const EventObject &event) const " -->
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<td class="paramname"> <em>event</em> </td>
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Return true if an observer is registered for this event.
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<a class="anchor" name="1bb33c340bb9a88c496cdd4359043294"></a><!-- doxytag: member="itk::SPSAOptimizer::InvokeEvent" ref="1bb33c340bb9a88c496cdd4359043294" args="(const EventObject &) const " -->
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<td class="memname">void itk::Object::InvokeEvent </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
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<p>
Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.
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<a class="anchor" name="0040fe1667da646a6e9029ea91b966dd"></a><!-- doxytag: member="itk::SPSAOptimizer::InvokeEvent" ref="0040fe1667da646a6e9029ea91b966dd" args="(const EventObject &)" -->
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<td class="memname">void itk::Object::InvokeEvent </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1EventObject.html">EventObject</a> & </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
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<p>
Call Execute on all the Commands observing this event id.
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<a class="anchor" name="4dac21f4760c7012ff36b9983896d8eb"></a><!-- doxytag: member="itk::SPSAOptimizer::MaximizeOff" ref="4dac21f4760c7012ff36b9983896d8eb" args="()" -->
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<td class="memname">virtual void itk::SPSAOptimizer::MaximizeOff </td>
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<td><code> [virtual]</code></td>
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<p>
Methods to configure the cost function.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00158">MinimizeOn()</a>.</p>
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<a class="anchor" name="d72166c0b168991605350150e8796df6"></a><!-- doxytag: member="itk::SPSAOptimizer::MaximizeOn" ref="d72166c0b168991605350150e8796df6" args="()" -->
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<td class="memname">virtual void itk::SPSAOptimizer::MaximizeOn </td>
<td>(</td>
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<td> ) </td>
<td><code> [virtual]</code></td>
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<p>
Methods to configure the cost function.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00160">MinimizeOff()</a>.</p>
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<a class="anchor" name="5747d7ed236592f2949a1ee3fc4ac739"></a><!-- doxytag: member="itk::SPSAOptimizer::MinimizeOff" ref="5747d7ed236592f2949a1ee3fc4ac739" args="()" -->
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<td class="memname">void itk::SPSAOptimizer::MinimizeOff </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>
Methods to configure the cost function.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00160">160</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#d72166c0b168991605350150e8796df6">MaximizeOn()</a>.</p>
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<a class="anchor" name="f725924f26a5c752ebfb875b8eb18d7c"></a><!-- doxytag: member="itk::SPSAOptimizer::MinimizeOn" ref="f725924f26a5c752ebfb875b8eb18d7c" args="()" -->
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<td class="memname">void itk::SPSAOptimizer::MinimizeOn </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inline]</code></td>
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<p>
Methods to configure the cost function.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00158">158</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#4dac21f4760c7012ff36b9983896d8eb">MaximizeOff()</a>.</p>
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<a class="anchor" name="33101e349626ac58ced6682b061d8277"></a><!-- doxytag: member="itk::SPSAOptimizer::Modified" ref="33101e349626ac58ced6682b061d8277" args="() const " -->
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<td class="memname">virtual void itk::Object::Modified </td>
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<td> const<code> [virtual, inherited]</code></td>
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<p>
Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.
<p>Reimplemented in <a class="el" href="classitk_1_1NormalizeImageFilter.html#bf4bd98cebe2b7f32cafe14cf26d070e">itk::NormalizeImageFilter< TInputImage, TOutputImage ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, TAccessor ></a>, <a class="el" href="classitk_1_1MiniPipelineSeparableImageFilter.html#b0303217704dd6f93c20a1a23005c9ca">itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter ></a>, <a class="el" href="classitk_1_1GrayscaleDilateImageFilter.html#a77124317dfbc2733c00848f8d38cd24">itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleErodeImageFilter.html#1bdb64296f5364c634b1008ce0f4668a">itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleMorphologicalClosingImageFilter.html#ce18a62b5c1fd0d8713718b995895e97">itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1GrayscaleMorphologicalOpeningImageFilter.html#c6389ff94a8d6270f750530be365338c">itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1MorphologicalGradientImageFilter.html#f46572d5a0d9a7414b51cde735463b15">itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, PixelAccessor ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, <a class="el" href="classitk_1_1ImageAdaptor.html#8e735ae00ed65d06ba8cfe3570d71943">itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > ></a>, and <a class="el" href="classitk_1_1MiniPipelineSeparableImageFilter.html#b0303217704dd6f93c20a1a23005c9ca">itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, RankImageFilter< TInputImage, TInputImage, FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > ></a>.</p>
<p>Referenced by <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00123">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::InsertNarrowBandNode()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00242">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter()</a>, <a class="el" href="itkHistogramAlgorithmBase_8h_source.html#l00053">itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00180">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00191">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBand()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00168">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBandInnerRadius()</a>, <a class="el" href="itkNarrowBandImageFilterBase_8h_source.html#l00150">itk::NarrowBandImageFilterBase< TInputImage, TOutputImage >::SetNarrowBandTotalRadius()</a>, <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00205">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset()</a>, <a class="el" href="itkThresholdLabelerImageFilter_8h_source.html#l00175">itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds()</a>, <a class="el" href="itkCollidingFrontsImageFilter_8h_source.html#l00110">itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints1()</a>, <a class="el" href="itkCollidingFrontsImageFilter_8h_source.html#l00123">itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints2()</a>, <a class="el" href="itkNonUniformBSpline_8h_source.html#l00141">itk::NonUniformBSpline< TDimension >::SetSplineOrder()</a>, <a class="el" href="itkThresholdLabelerImageFilter_8h_source.html#l00156">itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds()</a>, <a class="el" href="itkGoodnessOfFitFunctionBase_8h_source.html#l00082">itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale()</a>, and <a class="el" href="itkMatrixOffsetTransformBase_8h_source.html#l00264">itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation()</a>.</p>
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<a class="anchor" name="210c5efdda242bfe607ddfa324b89b71"></a><!-- doxytag: member="itk::SPSAOptimizer::New" ref="210c5efdda242bfe607ddfa324b89b71" args="()" -->
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<td class="memname">static <a class="el" href="classitk_1_1SmartPointer.html">Pointer</a> itk::SPSAOptimizer::New </td>
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<td><code> [static]</code></td>
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Method for creation through the object factory.
<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#0a1940db62c84f890f7f6771f4ca0323">itk::SingleValuedNonLinearOptimizer</a>.</p>
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<a class="anchor" name="bb0e07472c48d5a2033ac69ed519a338"></a><!-- doxytag: member="itk::SPSAOptimizer::Print" ref="bb0e07472c48d5a2033ac69ed519a338" args="(std::ostream &os, Indent indent=0) const " -->
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<td class="memname">void itk::LightObject::Print </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em> = <code>0</code></td><td> </td>
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Cause the object to print itself out.
<p>Referenced by <a class="el" href="itkWeakPointer_8h_source.html#l00116">itk::WeakPointer< ProcessObject >::Print()</a>.</p>
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<a class="anchor" name="2c28e4194498d84fc4cf04f52627ebfc"></a><!-- doxytag: member="itk::SPSAOptimizer::PrintHeader" ref="2c28e4194498d84fc4cf04f52627ebfc" args="(std::ostream &os, Indent indent) const " -->
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<td class="paramname"> <em>indent</em></td><td> </td>
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Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
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<a class="anchor" name="86e41d394947d09fa11d2bd1aa4a0823"></a><!-- doxytag: member="itk::SPSAOptimizer::PrintObservers" ref="86e41d394947d09fa11d2bd1aa4a0823" args="(std::ostream &os, Indent indent) const " -->
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<td class="paramname"> <em>indent</em></td><td> </td>
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<td>)</td>
<td></td><td></td><td> const<code> [protected, inherited]</code></td>
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<a class="anchor" name="7a5ecba8c86cd6eb9e211f89ed2048bb"></a><!-- doxytag: member="itk::SPSAOptimizer::PrintSelf" ref="7a5ecba8c86cd6eb9e211f89ed2048bb" args="(std::ostream &os, Indent indent) const " -->
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<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classitk_1_1Indent.html">Indent</a> </td>
<td class="paramname"> <em>indent</em></td><td> </td>
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PrintSelf method.
<p>Reimplemented from <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#f9b2d7598a44a239e30d49a35237c801">itk::SingleValuedNonLinearOptimizer</a>.</p>
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<a class="anchor" name="53f01227f6e1d236af409a9f90948734"></a><!-- doxytag: member="itk::SPSAOptimizer::PrintTrailer" ref="53f01227f6e1d236af409a9f90948734" args="(std::ostream &os, Indent indent) const " -->
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<td class="paramname"> <em>indent</em></td><td> </td>
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<p>
Methods invoked by <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> to print information about the object including superclasses. Typically not called by the user (use <a class="el" href="classitk_1_1LightObject.html#bb0e07472c48d5a2033ac69ed519a338">Print()</a> instead) but used in the hierarchical print process to combine the output of several classes.
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<a class="anchor" name="0cdbcf8585409596b9deabed98ce19a1"></a><!-- doxytag: member="itk::SPSAOptimizer::Register" ref="0cdbcf8585409596b9deabed98ce19a1" args="() const " -->
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Increase the reference count (mark as used by another object).
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#ae9bb60ec4be7ddd5f4ddbf3ee554b93">itk::LightObject</a>.</p>
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<a class="anchor" name="1d681b7e17fc204ad22b84d1e924784e"></a><!-- doxytag: member="itk::SPSAOptimizer::RemoveAllObservers" ref="1d681b7e17fc204ad22b84d1e924784e" args="()" -->
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<td class="memname">void itk::Object::RemoveAllObservers </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Remove all observers .
</div>
</div><p>
<a class="anchor" name="d35bf2647e1d1c1dc34289d5aeb1d041"></a><!-- doxytag: member="itk::SPSAOptimizer::RemoveObserver" ref="d35bf2647e1d1c1dc34289d5aeb1d041" args="(unsigned long tag)" -->
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<td class="memname">void itk::Object::RemoveObserver </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>tag</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Remove the observer with this tag value.
</div>
</div><p>
<a class="anchor" name="4b221e620903b63f9b03dd0bd7ac98bb"></a><!-- doxytag: member="itk::SPSAOptimizer::ResumeOptimization" ref="4b221e620903b63f9b03dd0bd7ac98bb" args="(void)" -->
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<td class="memname">void itk::SPSAOptimizer::ResumeOptimization </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Resume previously stopped optimization with current parameters <dl class="see" compact><dt><b>See also:</b></dt><dd><a class="el" href="classitk_1_1SPSAOptimizer.html#a6704228be546766763f340a28f194de">StopOptimization</a>. </dd></dl>
</div>
</div><p>
<a class="anchor" name="2b8425557d631861cb27bdb06def22c9"></a><!-- doxytag: member="itk::SPSAOptimizer::SetA" ref="2b8425557d631861cb27bdb06def22c9" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetA </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get <a class="el" href="classA.html">A</a>.
</div>
</div><p>
<a class="anchor" name="fefdb6df64e03acb79f2bb2b78d7427a"></a><!-- doxytag: member="itk::SPSAOptimizer::Seta" ref="fefdb6df64e03acb79f2bb2b78d7427a" args="(double a)" -->
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<td class="memname">void itk::SPSAOptimizer::Seta </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>a</em> </td>
<td> ) </td>
<td><code> [inline]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get a.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00123">123</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#9292af077705e7a799f63c86784d5770">SetSa()</a>.</p>
</div>
</div><p>
<a class="anchor" name="241faa7b6c2964f44a5b004d25a4c347"></a><!-- doxytag: member="itk::SPSAOptimizer::SetAlpha" ref="241faa7b6c2964f44a5b004d25a4c347" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetAlpha </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get alpha.
</div>
</div><p>
<a class="anchor" name="a185310bf07c73ab9e181a36958561b3"></a><!-- doxytag: member="itk::SPSAOptimizer::Setc" ref="a185310bf07c73ab9e181a36958561b3" args="(double c)" -->
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<td class="memname">void itk::SPSAOptimizer::Setc </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>c</em> </td>
<td> ) </td>
<td><code> [inline]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get c.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00131">131</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#1289929de2cadd7bd48f0096ab96b874">SetSc()</a>.</p>
</div>
</div><p>
<a class="anchor" name="6b8bb17ff108584fe455a588190d2742"></a><!-- doxytag: member="itk::SPSAOptimizer::SetCostFunction" ref="6b8bb17ff108584fe455a588190d2742" args="(CostFunctionType *costFunction)" -->
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<td class="memname">virtual void itk::SingleValuedNonLinearOptimizer::SetCostFunction </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classitk_1_1SingleValuedCostFunction.html">CostFunctionType</a> * </td>
<td class="paramname"> <em>costFunction</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the cost function.
</div>
</div><p>
<a class="anchor" name="a42eb628bcd3a89143b8cd944f1df72e"></a><!-- doxytag: member="itk::SPSAOptimizer::SetCurrentPosition" ref="a42eb628bcd3a89143b8cd944f1df72e" args="(const ParametersType &param)" -->
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<td class="memname">virtual void itk::Optimizer::SetCurrentPosition </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>param</em> </td>
<td> ) </td>
<td><code> [protected, virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the current position.
</div>
</div><p>
<a class="anchor" name="0b7aabc3944effad59f0f048d621645d"></a><!-- doxytag: member="itk::SPSAOptimizer::SetDebug" ref="0b7aabc3944effad59f0f048d621645d" args="(bool debugFlag) const " -->
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<td class="memname">void itk::Object::SetDebug </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>debugFlag</em> </td>
<td> ) </td>
<td> const<code> [inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the value of the debug flag. <a class="el" href="classA.html">A</a> non-zero value turns debugging on.
</div>
</div><p>
<a class="anchor" name="78c11b05b0262286798c3b2d438b60d7"></a><!-- doxytag: member="itk::SPSAOptimizer::SetGamma" ref="78c11b05b0262286798c3b2d438b60d7" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetGamma </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get gamma.
</div>
</div><p>
<a class="anchor" name="d8741136cb37a25e64c62ebf91794d4a"></a><!-- doxytag: member="itk::SPSAOptimizer::SetGlobalWarningDisplay" ref="d8741136cb37a25e64c62ebf91794d4a" args="(bool flag)" -->
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<td class="memname">static void itk::Object::SetGlobalWarningDisplay </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>flag</em> </td>
<td> ) </td>
<td><code> [static, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
This is a global flag that controls whether any debug, warning or error messages are displayed.
<p>Referenced by <a class="el" href="itkObject_8h_source.html#l00100">itk::Object::GlobalWarningDisplayOff()</a>, and <a class="el" href="itkObject_8h_source.html#l00098">itk::Object::GlobalWarningDisplayOn()</a>.</p>
</div>
</div><p>
<a class="anchor" name="46cb5f8c3401c277c7735dbfe5a934e8"></a><!-- doxytag: member="itk::SPSAOptimizer::SetInitialPosition" ref="46cb5f8c3401c277c7735dbfe5a934e8" args="(const ParametersType &param)" -->
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<td class="memname">virtual void itk::Optimizer::SetInitialPosition </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Array.html">ParametersType</a> & </td>
<td class="paramname"> <em>param</em> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set the position to initialize the optimization.
</div>
</div><p>
<a class="anchor" name="03d68733f4868e576b2a5ccfc2a5d61e"></a><!-- doxytag: member="itk::SPSAOptimizer::SetMaximize" ref="03d68733f4868e576b2a5ccfc2a5d61e" args="(bool _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetMaximize </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Methods to configure the cost function.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00156">SetMinimize()</a>.</p>
</div>
</div><p>
<a class="anchor" name="0a50b5d954c0854501d51db68e88bf8f"></a><!-- doxytag: member="itk::SPSAOptimizer::SetMaximumNumberOfIterations" ref="0a50b5d954c0854501d51db68e88bf8f" args="(unsigned long _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetMaximumNumberOfIterations </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get the maximum number of iterations.
</div>
</div><p>
<a class="anchor" name="7b61a8c36e3ddda0b464c064c4e25eff"></a><!-- doxytag: member="itk::SPSAOptimizer::SetMetaDataDictionary" ref="7b61a8c36e3ddda0b464c064c4e25eff" args="(const MetaDataDictionary &rhs)" -->
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<td class="memname">void itk::Object::SetMetaDataDictionary </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> & </td>
<td class="paramname"> <em>rhs</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
<dl class="return" compact><dt><b>Returns:</b></dt><dd>Set the <a class="el" href="classitk_1_1MetaDataDictionary.html">MetaDataDictionary</a> </dd></dl>
</div>
</div><p>
<a class="anchor" name="9a310b1002dd4a168d10d8863eb99bfa"></a><!-- doxytag: member="itk::SPSAOptimizer::SetMinimize" ref="9a310b1002dd4a168d10d8863eb99bfa" args="(bool v)" -->
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<td class="memname">void itk::SPSAOptimizer::SetMinimize </td>
<td>(</td>
<td class="paramtype">bool </td>
<td class="paramname"> <em>v</em> </td>
<td> ) </td>
<td><code> [inline]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Methods to configure the cost function.
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00156">156</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
<p>References <a class="el" href="classitk_1_1SPSAOptimizer.html#03d68733f4868e576b2a5ccfc2a5d61e">SetMaximize()</a>.</p>
</div>
</div><p>
<a class="anchor" name="298c9c7f26015e5fd448bf7c69eb30d6"></a><!-- doxytag: member="itk::SPSAOptimizer::SetMinimumNumberOfIterations" ref="298c9c7f26015e5fd448bf7c69eb30d6" args="(unsigned long _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetMinimumNumberOfIterations </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get the minimum number of iterations
</div>
</div><p>
<a class="anchor" name="b2491b93580007d1749b26bef1aa270e"></a><!-- doxytag: member="itk::SPSAOptimizer::SetNumberOfPerturbations" ref="b2491b93580007d1749b26bef1aa270e" args="(unsigned long _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetNumberOfPerturbations </td>
<td>(</td>
<td class="paramtype">unsigned long </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get the number of perturbation used to construct a gradient estimate g_k. q = NumberOfPerturbations g_k = 1/q sum_{j=1..q} g^(j)_k
</div>
</div><p>
<a class="anchor" name="10988882bd8c63886182f959ce5e0b3b"></a><!-- doxytag: member="itk::SPSAOptimizer::SetReferenceCount" ref="10988882bd8c63886182f959ce5e0b3b" args="(int)" -->
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<td class="memname">virtual void itk::Object::SetReferenceCount </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual, inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Sets the reference count (use with care)
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#c065f10e03fbe34c9861830d23c107f1">itk::LightObject</a>.</p>
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<a class="anchor" name="9292af077705e7a799f63c86784d5770"></a><!-- doxytag: member="itk::SPSAOptimizer::SetSa" ref="9292af077705e7a799f63c86784d5770" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetSa </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get a.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00123">Seta()</a>.</p>
</div>
</div><p>
<a class="anchor" name="1289929de2cadd7bd48f0096ab96b874"></a><!-- doxytag: member="itk::SPSAOptimizer::SetSc" ref="1289929de2cadd7bd48f0096ab96b874" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetSc </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get c.
<p>Referenced by <a class="el" href="itkSPSAOptimizer_8h_source.html#l00131">Setc()</a>.</p>
</div>
</div><p>
<a class="anchor" name="b8bd201f92b5474f0640b81d378115fb"></a><!-- doxytag: member="itk::SPSAOptimizer::SetScales" ref="b8bd201f92b5474f0640b81d378115fb" args="(const ScalesType &scales)" -->
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<td class="memname">void itk::Optimizer::SetScales </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classitk_1_1Array.html">ScalesType</a> & </td>
<td class="paramname"> <em>scales</em> </td>
<td> ) </td>
<td><code> [inherited]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set current parameters scaling.
</div>
</div><p>
<a class="anchor" name="e60a5198f6688a0f8cee73015c81b62f"></a><!-- doxytag: member="itk::SPSAOptimizer::SetStateOfConvergenceDecayRate" ref="e60a5198f6688a0f8cee73015c81b62f" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetStateOfConvergenceDecayRate </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get StateOfConvergenceDecayRate (number between 0 and 1).
</div>
</div><p>
<a class="anchor" name="6a17d7a0169de3eb53a27dc10c8aee28"></a><!-- doxytag: member="itk::SPSAOptimizer::SetTolerance" ref="6a17d7a0169de3eb53a27dc10c8aee28" args="(double _arg)" -->
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<td class="memname">virtual void itk::SPSAOptimizer::SetTolerance </td>
<td>(</td>
<td class="paramtype">double </td>
<td class="paramname"> <em>_arg</em> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
</div>
<div class="memdoc">
<p>
Set/Get Tolerance
</div>
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<a class="anchor" name="70e44694f03a04db362d5b1168bf1039"></a><!-- doxytag: member="itk::SPSAOptimizer::StartOptimization" ref="70e44694f03a04db362d5b1168bf1039" args="(void)" -->
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<td class="memname">void itk::SPSAOptimizer::StartOptimization </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td><code> [virtual]</code></td>
</tr>
</table>
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<div class="memdoc">
<p>
Start optimization.
<p>Reimplemented from <a class="el" href="classitk_1_1Optimizer.html#6b00e84697e6109b0eaa3056395aaa19">itk::Optimizer</a>.</p>
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<a class="anchor" name="a6704228be546766763f340a28f194de"></a><!-- doxytag: member="itk::SPSAOptimizer::StopOptimization" ref="a6704228be546766763f340a28f194de" args="(void)" -->
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<td class="memname">void itk::SPSAOptimizer::StopOptimization </td>
<td>(</td>
<td class="paramtype">void </td>
<td class="paramname"> </td>
<td> ) </td>
<td></td>
</tr>
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<div class="memdoc">
<p>
Stop optimization. <dl class="see" compact><dt><b>See also:</b></dt><dd><a class="el" href="classitk_1_1SPSAOptimizer.html#4b221e620903b63f9b03dd0bd7ac98bb">ResumeOptimization</a> </dd></dl>
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</div><p>
<a class="anchor" name="eb964c23f5ea55c3896efdc645524e55"></a><!-- doxytag: member="itk::SPSAOptimizer::UnRegister" ref="eb964c23f5ea55c3896efdc645524e55" args="() const " -->
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<td class="memname">virtual void itk::Object::UnRegister </td>
<td>(</td>
<td class="paramname"> </td>
<td> ) </td>
<td> const<code> [virtual, inherited]</code></td>
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<p>
Decrease the reference count (release by another object).
<p>Reimplemented from <a class="el" href="classitk_1_1LightObject.html#685281de558804ff66fab3ab50744b78">itk::LightObject</a>.</p>
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<hr><h2>Member Data Documentation</h2>
<a class="anchor" name="0ea6465331732c1e08b49f6fb55dd618"></a><!-- doxytag: member="itk::SPSAOptimizer::m_CostFunction" ref="0ea6465331732c1e08b49f6fb55dd618" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1SmartPointer.html">CostFunctionPointer</a> <a class="el" href="classitk_1_1SingleValuedNonLinearOptimizer.html#0ea6465331732c1e08b49f6fb55dd618">itk::SingleValuedNonLinearOptimizer::m_CostFunction</a><code> [protected, inherited]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html#l00080">80</a> of file <a class="el" href="itkSingleValuedNonLinearOptimizer_8h_source.html">itkSingleValuedNonLinearOptimizer.h</a>.</p>
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<a class="anchor" name="049b320d3bf6b66bfe19aa71acf57a52"></a><!-- doxytag: member="itk::SPSAOptimizer::m_CurrentIteration" ref="049b320d3bf6b66bfe19aa71acf57a52" args="" -->
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<td class="memname">unsigned long <a class="el" href="classitk_1_1SPSAOptimizer.html#049b320d3bf6b66bfe19aa71acf57a52">itk::SPSAOptimizer::m_CurrentIteration</a><code> [protected]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00222">222</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="1fce3c9823a6947745f7b06748076189"></a><!-- doxytag: member="itk::SPSAOptimizer::m_CurrentPosition" ref="1fce3c9823a6947745f7b06748076189" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1Array.html">ParametersType</a> <a class="el" href="classitk_1_1Optimizer.html#1fce3c9823a6947745f7b06748076189">itk::Optimizer::m_CurrentPosition</a><code> [protected, inherited]</code> </td>
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<div class="memdoc">
<p>
<p>Definition at line <a class="el" href="itkOptimizer_8h_source.html#l00095">95</a> of file <a class="el" href="itkOptimizer_8h_source.html">itkOptimizer.h</a>.</p>
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<a class="anchor" name="9c70017e20d9312d0cd2ef64a5a1ba14"></a><!-- doxytag: member="itk::SPSAOptimizer::m_Delta" ref="9c70017e20d9312d0cd2ef64a5a1ba14" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1Array.html">DerivativeType</a> <a class="el" href="classitk_1_1SPSAOptimizer.html#9c70017e20d9312d0cd2ef64a5a1ba14">itk::SPSAOptimizer::m_Delta</a><code> [protected]</code> </td>
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<div class="memdoc">
<p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00218">218</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="0aff911e8dbe534256c67ed7614dcb77"></a><!-- doxytag: member="itk::SPSAOptimizer::m_Generator" ref="0aff911e8dbe534256c67ed7614dcb77" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1SmartPointer.html">Statistics::MersenneTwisterRandomVariateGenerator::Pointer</a> <a class="el" href="classitk_1_1SPSAOptimizer.html#0aff911e8dbe534256c67ed7614dcb77">itk::SPSAOptimizer::m_Generator</a><code> [protected]</code> </td>
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<p>
Random number generator
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00225">225</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="8ff283e15c4a6baa51b1a0ce808123d5"></a><!-- doxytag: member="itk::SPSAOptimizer::m_Gradient" ref="8ff283e15c4a6baa51b1a0ce808123d5" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1Array.html">DerivativeType</a> <a class="el" href="classitk_1_1SPSAOptimizer.html#8ff283e15c4a6baa51b1a0ce808123d5">itk::SPSAOptimizer::m_Gradient</a><code> [protected]</code> </td>
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<p>
Variables updated during optimization
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00216">216</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="3eaa6f860be09e0eb645b10c62a08a40"></a><!-- doxytag: member="itk::SPSAOptimizer::m_LearningRate" ref="3eaa6f860be09e0eb645b10c62a08a40" args="" -->
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<td class="memname">double <a class="el" href="classitk_1_1SPSAOptimizer.html#3eaa6f860be09e0eb645b10c62a08a40">itk::SPSAOptimizer::m_LearningRate</a><code> [protected]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00217">217</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="499dbc304e9a6b929a4f339308788456"></a><!-- doxytag: member="itk::SPSAOptimizer::m_ReferenceCount" ref="499dbc304e9a6b929a4f339308788456" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1LightObject.html#dc057b9bc15dba2d9b7b8bd4fa0f6774">InternalReferenceCountType</a> <a class="el" href="classitk_1_1LightObject.html#499dbc304e9a6b929a4f339308788456">itk::LightObject::m_ReferenceCount</a><code> [mutable, protected, inherited]</code> </td>
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<p>
Number of uses of this object by other objects.
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00144">144</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="b44ec95ff62bd5ea0315f7546ecac368"></a><!-- doxytag: member="itk::SPSAOptimizer::m_ReferenceCountLock" ref="b44ec95ff62bd5ea0315f7546ecac368" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1SimpleFastMutexLock.html">SimpleFastMutexLock</a> <a class="el" href="classitk_1_1LightObject.html#b44ec95ff62bd5ea0315f7546ecac368">itk::LightObject::m_ReferenceCountLock</a><code> [mutable, protected, inherited]</code> </td>
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<p>
Mutex lock to protect modification to the reference count
<p>Definition at line <a class="el" href="itkLightObject_8h_source.html#l00147">147</a> of file <a class="el" href="itkLightObject_8h_source.html">itkLightObject.h</a>.</p>
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<a class="anchor" name="d1c644d4282e24fafbc97bb9645cb2ee"></a><!-- doxytag: member="itk::SPSAOptimizer::m_ScalesInitialized" ref="d1c644d4282e24fafbc97bb9645cb2ee" args="" -->
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<td class="memname">bool <a class="el" href="classitk_1_1Optimizer.html#d1c644d4282e24fafbc97bb9645cb2ee">itk::Optimizer::m_ScalesInitialized</a><code> [protected, inherited]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkOptimizer_8h_source.html#l00090">90</a> of file <a class="el" href="itkOptimizer_8h_source.html">itkOptimizer.h</a>.</p>
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<a class="anchor" name="d4670d53865a8e0eb88117807200db2f"></a><!-- doxytag: member="itk::SPSAOptimizer::m_StateOfConvergence" ref="d4670d53865a8e0eb88117807200db2f" args="" -->
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<td class="memname">double <a class="el" href="classitk_1_1SPSAOptimizer.html#d4670d53865a8e0eb88117807200db2f">itk::SPSAOptimizer::m_StateOfConvergence</a><code> [protected]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00221">221</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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</div><p>
<a class="anchor" name="2778235f3fa45945f2686fbafa0c73fe"></a><!-- doxytag: member="itk::SPSAOptimizer::m_Stop" ref="2778235f3fa45945f2686fbafa0c73fe" args="" -->
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<td class="memname">bool <a class="el" href="classitk_1_1SPSAOptimizer.html#2778235f3fa45945f2686fbafa0c73fe">itk::SPSAOptimizer::m_Stop</a><code> [protected]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00219">219</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
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<a class="anchor" name="cd888a8834120d577fb053d7d21d841c"></a><!-- doxytag: member="itk::SPSAOptimizer::m_StopCondition" ref="cd888a8834120d577fb053d7d21d841c" args="" -->
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<td class="memname"><a class="el" href="classitk_1_1SPSAOptimizer.html#1ee6427f90e32eda1fa59ff554f46874">StopConditionType</a> <a class="el" href="classitk_1_1SPSAOptimizer.html#cd888a8834120d577fb053d7d21d841c">itk::SPSAOptimizer::m_StopCondition</a><code> [protected]</code> </td>
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<p>
<p>Definition at line <a class="el" href="itkSPSAOptimizer_8h_source.html#l00220">220</a> of file <a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a>.</p>
</div>
</div><p>
<hr>The documentation for this class was generated from the following file:<ul>
<li><a class="el" href="itkSPSAOptimizer_8h_source.html">itkSPSAOptimizer.h</a></ul>
</div>
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