MultiNumGradFunction.h

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// @(#)root/mathmore:$Id$
// Author: L. Moneta Wed Dec 20 14:36:31 2006
 
/**********************************************************************
 *                                                                    *
 * Copyright (c) 2006  LCG ROOT Math Team, CERN/PH-SFT                *
 *                                                                    *
 * This library is free software; you can redistribute it and/or      *
 * modify it under the terms of the GNU General Public License        *
 * as published by the Free Software Foundation; either version 2     *
 * of the License, or (at your option) any later version.             *
 *                                                                    *
 * This library is distributed in the hope that it will be useful,    *
 * but WITHOUT ANY WARRANTY; without even the implied warranty of     *
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU   *
 * General Public License for more details.                           *
 *                                                                    *
 * You should have received a copy of the GNU General Public License  *
 * along with this library (see file COPYING); if not, write          *
 * to the Free Software Foundation, Inc., 59 Temple Place, Suite      *
 * 330, Boston, MA 02111-1307 USA, or contact the author.             *
 *                                                                    *
 **********************************************************************/
 
// Header file for class MultiNumGradFunction
 
#ifndef ROOT_Math_MultiNumGradFunction
#define ROOT_Math_MultiNumGradFunction
 
 
#include "Math/IFunction.h"
 
#include "Math/WrappedFunction.h"
 
 
namespace ROOT {
 
   namespace Math {
 
 
/**
   MultiNumGradFunction class to wrap a normal function in  a
   gradient function using numerical gradient calculation
   provided by the class Derivator (based on GSL numerical derivation)
 
 
   @ingroup MultiMin
*/
class MultiNumGradFunction : public IMultiGradFunction {
 
public:
 
 
   /**
     Constructor from a IMultiGenFunction interface
   */
   MultiNumGradFunction (const IMultiGenFunction & f) :
      fFunc(&f),
      fDim(f.NDim() ),
      fNCalls(0),
      fOwner(false)
   {}
 
   /**
     Constructor from a generic function (pointer or reference) and number of dimension
     implementing operator () (double * x)
   */
 
   template<class FuncType>
   MultiNumGradFunction (FuncType f, int n) :
      fDim( n ),
      fNCalls(0),
      fOwner(true)
   {
      // create a wrapped function
      fFunc = new ROOT::Math::WrappedMultiFunction<FuncType> (f, n);
   }
 
   /**
      Destructor (no operations)
   */
   ~MultiNumGradFunction () override  {
      if (fOwner) delete fFunc;
   }
 
 
   // method inheritaed from IFunction interface
 
   unsigned int NDim() const override { return fDim; }
 
   unsigned int NCalls() const { return fNCalls; }
 
   IMultiGenFunction * Clone() const override {
      if (!fOwner)
         return new MultiNumGradFunction(*fFunc);
      else {
         // we need to copy the pointer to the wrapped function
         MultiNumGradFunction * f =  new MultiNumGradFunction(*(fFunc->Clone()) );
         f->fOwner = true;
         return f;
      }
   }
 
   // set ownership
   void SetOwnership(bool on = true) { fOwner = on;  }
 
   /// precision value used for calculating the derivative step-size
   /// h = eps * |x|. The default is 0.001, give a smaller in case function chanes rapidly
   static void SetDerivPrecision(double eps);
 
   /// get precision value used for calculating the derivative step-size
   static double GetDerivPrecision();
 
 
private:
 
 
   double DoEval(const double * x) const override {
      fNCalls++;
      return (*fFunc)(x);
   }
 
   // calculate derivative using mathcore derivator
   double DoDerivative (const double * x, unsigned int icoord  ) const override;
 
   // adapat internal function type to IMultiGenFunction needed by derivative calculation
   const IMultiGenFunction * fFunc;
   unsigned int fDim;
   mutable unsigned int fNCalls;
   bool fOwner;
 
   static double fgEps;          // epsilon used in derivative calculation h ~ eps |x|
 
};
 
   } // end namespace Math
 
} // end namespace ROOT
 
 
#endif /* ROOT_Math_NumGradFunction */