MnMinos.cxx

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// @(#)root/minuit2:$Id$
// Authors: M. Winkler, F. James, L. Moneta, A. Zsenei   2003-2005
 
/**********************************************************************
 *                                                                    *
 * Copyright (c) 2005 LCG ROOT Math team,  CERN/PH-SFT                *
 *                                                                    *
 **********************************************************************/
 
#include "Minuit2/MnMinos.h"
#include "Minuit2/FunctionMinimum.h"
#include "Minuit2/FCNBase.h"
#include "Minuit2/MnFunctionCross.h"
#include "Minuit2/MnCross.h"
#include "Minuit2/MinosError.h"
 
//#define DEBUG
 
#if defined(DEBUG) || defined(WARNINGMSG)
#include "Minuit2/MnPrint.h"
#endif
 
 
namespace ROOT {
 
   namespace Minuit2 {
 
 
MnMinos::MnMinos(const FCNBase& fcn, const FunctionMinimum& min, unsigned int stra ) :
   fFCN(fcn),
   fMinimum(min),
   fStrategy(MnStrategy(stra))
{
   // construct from FCN + Minimum
   // check if Error definition  has been changed, in case re-update errors
   if (fcn.Up() != min.Up() ) {
#ifdef WARNINGMSG
      MN_INFO_MSG("MnMinos UP value has changed, need to update FunctionMinimum class");
#endif
   }
}
 
MnMinos::MnMinos(const FCNBase& fcn, const FunctionMinimum& min,  const MnStrategy& stra) :
   fFCN(fcn),
   fMinimum(min),
   fStrategy(stra)
{
   // construct from FCN + Minimum
   // check if Error definition  has been changed, in case re-update errors
   if (fcn.Up() != min.Up() ) {
#ifdef WARNINGMSG
      MN_INFO_MSG("MnMinos UP value has changed, need to update FunctionMinimum class");
#endif
   }
}
 
 
std::pair<double,double> MnMinos::operator()(unsigned int par, unsigned int maxcalls, double toler) const {
   // do Minos analysis given the parameter index returning a pair for (lower,upper) errors
   MinosError mnerr = Minos(par, maxcalls,toler);
   return mnerr();
}
 
double MnMinos::Lower(unsigned int par, unsigned int maxcalls, double toler) const {
   // get lower error for parameter par
   MnUserParameterState upar = fMinimum.UserState();
   double err = fMinimum.UserState().Error(par);
 
   MnCross aopt = Loval(par, maxcalls,toler);
 
   double lower = aopt.IsValid() ? -1.*err*(1.+ aopt.Value()) : (aopt.AtLimit() ? upar.Parameter(par).LowerLimit() : upar.Value(par));
 
   return lower;
}
 
double MnMinos::Upper(unsigned int par, unsigned int maxcalls, double toler) const {
   // upper error for parameter par
   MnCross aopt = Upval(par, maxcalls,toler);
 
   MnUserParameterState upar = fMinimum.UserState();
   double err = fMinimum.UserState().Error(par);
 
   double upper = aopt.IsValid() ? err*(1.+ aopt.Value()) : (aopt.AtLimit() ? upar.Parameter(par).UpperLimit() : upar.Value(par));
 
   return upper;
}
 
MinosError MnMinos::Minos(unsigned int par, unsigned int maxcalls, double toler) const {
   // do full minos error anlysis (lower + upper) for parameter par
   assert(fMinimum.IsValid());
   assert(!fMinimum.UserState().Parameter(par).IsFixed());
   assert(!fMinimum.UserState().Parameter(par).IsConst());
 
   MnCross up = Upval(par, maxcalls,toler);
#ifdef DEBUG
   std::cout << "Function calls to find upper error " << up.NFcn() << std::endl;
#endif
 
   MnCross lo = Loval(par, maxcalls,toler);
 
#ifdef DEBUG
   std::cout << "Function calls to find lower error " << lo.NFcn() << std::endl;
#endif
 
   return MinosError(par, fMinimum.UserState().Value(par), lo, up);
}
 
 
MnCross MnMinos::FindCrossValue(int direction, unsigned int par, unsigned int maxcalls, double toler) const {
   // get crossing value in the parameter direction :
   // direction = + 1 upper value
   // direction = -1 lower value
   // pass now tolerance used for Migrad minimizations
 
   assert(direction == 1 || direction == -1);
#ifdef DEBUG
   if (direction == 1)
      std::cout << "\n--------- MnMinos --------- \n Determination of positive Minos error for parameter "
                << par << std::endl;
   else
      std::cout << "\n--------- MnMinos --------- \n Determination of positive Minos error for parameter "
                << par << std::endl;
#endif
 
   assert(fMinimum.IsValid());
   assert(!fMinimum.UserState().Parameter(par).IsFixed());
   assert(!fMinimum.UserState().Parameter(par).IsConst());
   if(maxcalls == 0) {
      unsigned int nvar = fMinimum.UserState().VariableParameters();
      maxcalls = 2*(nvar+1)*(200 + 100*nvar + 5*nvar*nvar);
   }
 
   std::vector<unsigned int> para(1, par);
 
   MnUserParameterState upar = fMinimum.UserState();
   double err = direction * upar.Error(par);
   double val = upar.Value(par) +  err;
   std::vector<double> xmid(1, val);
   std::vector<double> xdir(1, err);
 
   double up = fFCN.Up();
   unsigned int ind = upar.IntOfExt(par);
   // get error matrix (methods return a copy)
   MnAlgebraicSymMatrix m = fMinimum.Error().Matrix();
   // get internal parameters
   const MnAlgebraicVector & xt = fMinimum.Parameters().Vec();
   //LM:  change to use err**2 (m(i,i) instead of err as in F77 version
   double xunit = sqrt(up/m(ind,ind));
   // LM (29/04/08) bug: change should be done in internal variables
   for(unsigned int i = 0; i < m.Nrow(); i++) {
      if(i == ind) continue;
      double xdev = xunit*m(ind,i);
      double xnew = xt(i) + direction *  xdev;
 
      // transform to external values
      unsigned int ext = upar.ExtOfInt(i);
 
      double unew = upar.Int2ext(i, xnew);
 
#ifdef DEBUG
      std::cout << "Parameter " << ext << " is set from " << upar.Value(ext) << " to " <<  unew << std::endl;
#endif
      upar.SetValue(ext, unew);
   }
 
   upar.Fix(par);
   upar.SetValue(par, val);
 
#ifdef DEBUG
   std::cout << "Parameter " << par << " is fixed and set from " << fMinimum.UserState().Value(par) << " to " << val << std::endl;
#endif
 
 
   MnFunctionCross cross(fFCN, upar, fMinimum.Fval(), fStrategy);
   MnCross aopt = cross(para, xmid, xdir, toler, maxcalls);
 
 
#ifdef DEBUG
   std::cout<<"----- MnMinos: aopt found from MnFunctionCross = "<<aopt.Value()<<std::endl << std::endl;
#endif
 
#ifdef WARNINGMSG
   const char * par_name = upar.Name(par);
   if(aopt.AtMaxFcn())
      MN_INFO_VAL2("MnMinos maximum number of function calls exceeded for Parameter ",par_name);
   if(aopt.NewMinimum())
      MN_INFO_VAL2("MnMinos new Minimum found while looking for Parameter ",par_name);
   if (direction ==1) {
      if(aopt.AtLimit())
         MN_INFO_VAL2("MnMinos Parameter is at Upper limit.",par_name);
      if(!aopt.IsValid())
         MN_INFO_VAL2("MnMinos could not find Upper Value for Parameter ",par_name);
   }
   else {
      if(aopt.AtLimit())
         MN_INFO_VAL2("MnMinos Parameter is at Lower limit.",par_name);
      if(!aopt.IsValid())
         MN_INFO_VAL2("MnMinos could not find Lower Value for Parameter ",par_name);
   }
#endif
 
   return aopt;
}
 
MnCross MnMinos::Upval(unsigned int par, unsigned int maxcalls, double toler) const {
   // return crossing in the lower parameter direction
   return FindCrossValue(1,par,maxcalls,toler);
}
 
MnCross MnMinos::Loval(unsigned int par, unsigned int maxcalls, double toler) const {
   // return crossing in the lower parameter direction
   return FindCrossValue(-1,par,maxcalls,toler);
}
 
// #ifdef DEBUG
//    std::cout << "\n--------- MnMinos --------- \n Determination of negative Minos error for parameter "
//              << par << std::endl;
// #endif
 
//    assert(fMinimum.IsValid());
//    assert(!fMinimum.UserState().Parameter(par).IsFixed());
//    assert(!fMinimum.UserState().Parameter(par).IsConst());
//    if(maxcalls == 0) {
//       unsigned int nvar = fMinimum.UserState().VariableParameters();
//       maxcalls = 2*(nvar+1)*(200 + 100*nvar + 5*nvar*nvar);
//    }
//    std::vector<unsigned int> para(1, par);
 
//    MnUserParameterState upar = fMinimum.UserState();
//    double err = upar.Error(par);
//    double val = upar.Value(par) - err;
//    std::vector<double> xmid(1, val);
//    std::vector<double> xdir(1, -err);
 
//    double up = fFCN.Up();
//    unsigned int ind = upar.IntOfExt(par);
//    MnAlgebraicSymMatrix m = fMinimum.Error().Matrix();
//    double xunit = sqrt(up/m(ind,ind));
//    // get internal parameters
//    const MnAlgebraicVector & xt = fMinimum.Parameters().Vec();
 
//    for(unsigned int i = 0; i < m.Nrow(); i++) {
//       if(i == ind) continue;
//       double xdev = xunit*m(ind,i);
 
//       double xnew = xt(i) - xdev;
 
//       // transform to external values
//       double unew = upar.Int2ext(i, xnew);
 
//       unsigned int ext = upar.ExtOfInt(i);
 
// #ifdef DEBUG
//       std::cout << "Parameter " << ext << " is set from " << upar.Value(ext) << " to " <<  unew << std::endl;
// #endif
//       upar.SetValue(ext, unew);
//    }
 
//    upar.Fix(par);
//    upar.SetValue(par, val);
 
// #ifdef DEBUG
//    std::cout << "Parameter " << par << " is fixed and set from " << fMinimum.UserState().Value(par) << " to " << val << std::endl;
// #endif
 
//    //   double edmmax = 0.5*0.1*fFCN.Up()*1.e-3;
//    double toler = 0.01;
//    MnFunctionCross cross(fFCN, upar, fMinimum.Fval(), fStrategy);
 
//    MnCross aopt = cross(para, xmid, xdir, toler, maxcalls);
 
// #ifdef DEBUG
//    std::cout<<"----- MnMinos: aopt found from MnFunctionCross = "<<aopt.Value()<<std::endl << std::endl;
// #endif
 
// #ifdef WARNINGMSG
//    if(aopt.AtLimit())
//       MN_INFO_VAL2("MnMinos Parameter is at Lower limit.",par);
//    if(aopt.AtMaxFcn())
//       MN_INFO_VAL2("MnMinos maximum number of function calls exceeded for Parameter ",par);
//    if(aopt.NewMinimum())
//       MN_INFO_VAL2("MnMinos new Minimum found while looking for Parameter ",par);
//    if(!aopt.IsValid())
//       MN_INFO_VAL2("MnMinos could not find Lower Value for Parameter ",par);
// #endif
 
//    return aopt;
 
// }
 
 
   }  // namespace Minuit2
 
}  // namespace ROOT