MinuitMigrad.cxx

Go to the documentation of this file.

#include "MinuitMigrad.h"

#include "StatedFCN.h"

#include "pattern/string_convert.h"

#ifdef HAVE_MINUIT
#include <Minuit/FunctionMinimum.h>
#include <Minuit/MinuitParameter.h>
#include <Minuit/MnMigrad.h>
#include <Minuit/MnUserParameters.h>
#endif

#ifdef HAVE_MINUIT2
#include <Minuit2/FunctionMinimum.h>
#include <Minuit2/MinuitParameter.h>
#include <Minuit2/MnMigrad.h>
#include <Minuit2/MnUserParameters.h>
using namespace ROOT::Minuit2;
#endif

#include <stdexcept>

using std::string;
using std::vector;

using namespace hippodraw;

MinuitMigrad::
MinuitMigrad ( const char * name )
  : Fitter ( name ),
    m_minimizer ( 0 ) // null pointer
{
}

MinuitMigrad::
MinuitMigrad ( const MinuitMigrad & mm )
  : Fitter ( mm ),
    m_minimizer ( 0 )
{
//   if ( mm.m_minimizer != 0 ) {
//     m_minimizer = new MnMigrad ( * mm.m_minimizer );
//   }
}

Fitter *
MinuitMigrad::
clone ( ) const
{
  return new MinuitMigrad ( *this );
}
void
MinuitMigrad::
initialize ()
{
  m_minimizer = 0;
  bool yes = m_fcn -> hasFunction ();
  if ( yes ) {
    const vector < double > & parms = m_fcn -> getParameters ();
    const vector < int > & fixes = m_fcn -> getFixedFlags ();
    assert ( fixes.size() == parms.size() );
    unsigned int size = parms.size ();
    MnUserParameters mn_parms;

    // Minuit has limit of 11 characters in parameter names.  So we
    // don't give the real names which could be longer.
    for ( unsigned int i = 0; i < size; i++ ) {
      const string name = String::convert ( i );
      double value = parms [ i ];
#ifdef HAVE_MINUIT
      mn_parms.add ( name.c_str(), value, 0.1 );
#else
      mn_parms.Add ( name.c_str(), value, 0.1 );
#endif

      if ( fixes [ i ] != 0 ) {
#ifdef HAVE_MINUIT
        mn_parms.fix ( i );
#else
        mn_parms.Fix ( i );
#endif
      }
    }

    m_minimizer = new MnMigrad ( *m_fcn, mn_parms );

    if ( m_limits.empty () == false ) {
      for ( unsigned int i = 0; i < m_limits.size (); i++ ) {
        if ( m_limits[i].set == true ) {
#ifdef HAVE_MINUIT
          m_minimizer -> setLimits ( i, m_limits[i].lower, m_limits[i].upper );
#else
          m_minimizer -> SetLimits ( i, m_limits[i].lower, m_limits[i].upper );
#endif
        }
      }
    }

  }
}

void
MinuitMigrad::
checkIndex ( unsigned int i )
{
  if ( m_minimizer == 0 ) initialize ();

  if ( m_minimizer == 0 ) {
    string what ( m_name );
    what += ": model function no yet set";
    throw std::runtime_error ( what );
  }
  const vector < double > & parms = m_fcn -> getParameters ();
  unsigned int size = parms.size();
  if ( i < size == false ) {
    string what ( m_name );
    what += ": index to parameter out of range";
    throw std::runtime_error ( what );
  }
}

void
MinuitMigrad::
initLimits ()
{
  const vector < double >  & parms = m_fcn -> getParameters ();
  for ( unsigned int i = 0; i < parms.size(); i ++ ) {
    limit l;
    l.set = false;
    m_limits.push_back ( l );
  }
}

void
MinuitMigrad::
setLimits ( unsigned int i, double lower, double upper )
{
  if ( m_limits.empty() == true ) {
    initLimits ();
  }

  checkIndex ( i );

  m_limits[i].lower = lower;
  m_limits[i].upper = upper;
  m_limits[i].set = true;
}

void
MinuitMigrad::
setStepSize ( unsigned int i, double size )
{
  checkIndex ( i );
#ifdef HAVE_MINUIT2
  m_minimizer -> SetError ( i, size );
#else
  m_minimizer -> setError ( i, size );
#endif
}

bool
MinuitMigrad::
calcBestFit ()
{
  initialize ();
  FunctionMinimum fun_min = m_minimizer -> operator () ();
  // in the above call, hidden parameters are maxfcn=0, edm=1.e-5

#ifdef HAVE_MINUIT2
  bool yes = fun_min.IsValid ();
#else
  bool yes = fun_min.isValid ();
#endif

  if ( yes ) {

#ifdef HAVE_MINUIT2
    std::vector < double > cur_parms = m_minimizer -> Params();
#else
    std::vector < double > cur_parms = m_minimizer -> params();
#endif
    m_fcn -> setParameters ( cur_parms );
  }
  return yes;
}

int 
MinuitMigrad::
calcCovariance ( std::vector < std::vector < double > >& covar )
{ 
  if ( m_minimizer == 0 ) initialize ();

#ifdef HAVE_MINUIT2
  const MnUserCovariance & covar_m = m_minimizer ->Covariance ();
  unsigned int size = covar_m.Nrow ();
#else
  const MnUserCovariance & covar_m = m_minimizer ->covariance ();
  unsigned int size = covar_m.nrow ();
#endif
  covar.resize ( size );
  for ( unsigned int i = 0; i < size; i++ ) {
    covar[i].resize ( size, 0.0 );
  }

  for ( unsigned int i = 0; i < size; i++ ) {
    for ( unsigned int j = 0; j < size; j++ ) {
      covar[i][j] = covar_m ( i, j );
    }
  }

  return EXIT_SUCCESS;
}

---