TKinFitter Class Reference

#include <TKinFitter.h>

Inheritance diagram for TKinFitter:

Public Member Functions
void	addConstraint (TAbsFitConstraint *constraint)
void	addMeasParticle (TAbsFitParticle *particle)
void	addMeasParticles (TAbsFitParticle *p1, TAbsFitParticle *p2=nullptr, TAbsFitParticle *p3=nullptr, TAbsFitParticle *p4=nullptr, TAbsFitParticle *p5=nullptr, TAbsFitParticle *p6=nullptr, TAbsFitParticle *p7=nullptr, TAbsFitParticle *p8=nullptr, TAbsFitParticle *p9=nullptr)
void	addUnmeasParticle (TAbsFitParticle *particle)
void	addUnmeasParticles (TAbsFitParticle *p1, TAbsFitParticle *p2=nullptr, TAbsFitParticle *p3=nullptr, TAbsFitParticle *p4=nullptr, TAbsFitParticle *p5=nullptr, TAbsFitParticle *p6=nullptr, TAbsFitParticle *p7=nullptr, TAbsFitParticle *p8=nullptr, TAbsFitParticle *p9=nullptr)
Int_t	fit ()
const TLorentzVector *	get4Vec (Int_t index)
const TMatrixD *	getCovMatrix ()
const TMatrixD *	getCovMatrixFit ()
Double_t	getF ()
Double_t	getMaxDeltaS ()
Double_t	getMaxF ()
Int_t	getMaxNumberIter ()
const TAbsFitParticle *	getMeasParticle (Int_t index)
Int_t	getNbIter ()
Int_t	getNDF ()
Int_t	getNParA ()
Int_t	getNParB ()
Double_t	getS ()
Int_t	getStatus ()
const TAbsFitParticle *	getUnmeasParticle (Int_t index)
Int_t	getVerbosity ()
Int_t	nbConstraints ()
Int_t	nbMeasParticles ()
Int_t	nbUnmeasParticles ()
void	print ()
void	reset ()
void	resetStatus ()
void	setCovMatrix (TMatrixD &V)
void	setMaxDeltaS (Double_t maxDeltaS)
void	setMaxF (Double_t maxF)
void	setMaxNbIter (Int_t maxNbIter)
void	setVerbosity (Int_t verbosity=1)
	TKinFitter ()
	TKinFitter (const TString &name, const TString &title)
	~TKinFitter () override

Protected Member Functions
Bool_t	applyDeltaA ()
Bool_t	applyDeltaY ()
void	applyVFit ()
Bool_t	calcA ()
Bool_t	calcB ()
Bool_t	calcC ()
Bool_t	calcC11 ()
Bool_t	calcC21 ()
Bool_t	calcC22 ()
Bool_t	calcC31 ()
Bool_t	calcC32 ()
Bool_t	calcC33 ()
Bool_t	calcDeltaA ()
Bool_t	calcDeltaY ()
Bool_t	calcLambda ()
Bool_t	calcV ()
Bool_t	calcVA ()
Bool_t	calcVB ()
Bool_t	calcVFit ()
Bool_t	converged (Double_t F, Double_t prevS, Double_t currS)
void	countMeasParams ()
void	countUnmeasParams ()
TString	getStatusString ()
void	printMatrix (const TMatrixD &matrix, const TString &name="")
void	resetParams ()

Private Attributes
TMatrixD	_A
TMatrixD	_AT
TMatrixD	_B
TMatrixD	_BT
TMatrixD	_c
TMatrixD	_C11
TMatrixD	_C11T
TMatrixD	_C21
TMatrixD	_C21T
TMatrixD	_C22
TMatrixD	_C22T
TMatrixD	_C31
TMatrixD	_C31T
TMatrixD	_C32
TMatrixD	_C32T
TMatrixD	_C33
TMatrixD	_C33T
std::vector< TAbsFitConstraint * >	_constraints
TMatrixD	_deltaA
TMatrixD	_deltaAstar
TMatrixD	_deltaY
TMatrixD	_deltaYstar
TMatrixD	_lambda
TMatrixD	_lambdaT
TMatrixD	_lambdaVFit
Double_t	_maxDeltaS
Double_t	_maxF
Int_t	_maxNbIter
std::vector< TAbsFitParticle * >	_measParticles
Int_t	_nbIter
Int_t	_nParA
Int_t	_nParB
Int_t	_status
std::vector< TAbsFitParticle * >	_unmeasParticles
TMatrixD	_V
TMatrixD	_VA
TMatrixD	_VAinv
TMatrixD	_VB
TMatrixD	_VBinv
Int_t	_verbosity
TMatrixD	_Vinv
TMatrixD	_yaVFit

Detailed Description

Definition at line 13 of file TKinFitter.h.

Constructor & Destructor Documentation

TKinFitter() [1/2]

TKinFitter::TKinFitter

(

)

Definition at line 19 of file TKinFitter.cc.

References reset().

    : TNamed("UnNamed", "UnTitled"),
      _A(1, 1),
      _AT(1, 1),
      _B(1, 1),
      _BT(1, 1),
      _V(1, 1),
      _Vinv(1, 1),
      _VB(1, 1),
      _VBinv(1, 1),
      _VA(1, 1),
      _VAinv(1, 1),
      _c(1, 1),
      _C11(1, 1),
      _C11T(1, 1),
      _C21(1, 1),
      _C21T(1, 1),
      _C22(1, 1),
      _C22T(1, 1),
      _C31(1, 1),
      _C31T(1, 1),
      _C32(1, 1),
      _C32T(1, 1),
      _C33(1, 1),
      _C33T(1, 1),
      _deltaA(1, 1),
      _deltaY(1, 1),
      _deltaAstar(1, 1),
      _deltaYstar(1, 1),
      _lambda(1, 1),
      _lambdaT(1, 1),
      _lambdaVFit(1, 1),
      _yaVFit(1, 1),
      _constraints(0),
      _measParticles(0),
      _unmeasParticles(0) {
  reset();
}

TKinFitter() [2/2]

TKinFitter::TKinFitter	(	const TString &	name,
		const TString &	title
	)

Definition at line 58 of file TKinFitter.cc.

References reset().

    : TNamed(name, title),
      _A(1, 1),
      _AT(1, 1),
      _B(1, 1),
      _BT(1, 1),
      _V(1, 1),
      _Vinv(1, 1),
      _VB(1, 1),
      _VBinv(1, 1),
      _VA(1, 1),
      _VAinv(1, 1),
      _c(1, 1),
      _C11(1, 1),
      _C11T(1, 1),
      _C21(1, 1),
      _C21T(1, 1),
      _C22(1, 1),
      _C22T(1, 1),
      _C31(1, 1),
      _C31T(1, 1),
      _C32(1, 1),
      _C32T(1, 1),
      _C33(1, 1),
      _C33T(1, 1),
      _deltaA(1, 1),
      _deltaY(1, 1),
      _deltaAstar(1, 1),
      _deltaYstar(1, 1),
      _lambda(1, 1),
      _lambdaT(1, 1),
      _lambdaVFit(1, 1),
      _yaVFit(1, 1),
      _constraints(0),
      _measParticles(0),
      _unmeasParticles(0) {
  reset();
}

~TKinFitter()

TKinFitter::~TKinFitter ( )

override

Definition at line 171 of file TKinFitter.cc.

{}

Member Function Documentation

addConstraint()

void TKinFitter::addConstraint

(

TAbsFitConstraint *

constraint

)

Definition at line 292 of file TKinFitter.cc.

References _constraints, HLT_2024v14_cff::constraint, countMeasParams(), and resetStatus().

Referenced by TSLToyGen::doToyExperiments(), and CandMassKinFitter::set().

                                                            {
  // add a constraint

  resetStatus();

  if (constraint != nullptr) {
    _constraints.push_back(constraint);
  }

  countMeasParams();
}

addMeasParticle()

void TKinFitter::addMeasParticle

(

TAbsFitParticle *

particle

)

Definition at line 194 of file TKinFitter.cc.

References _measParticles, countMeasParams(), and resetStatus().

Referenced by TSLToyGen::doToyExperiments(), and CandMassKinFitter::set().

                                                          {
  // add one measured particle

  resetStatus();

  if (particle != nullptr) {
    _measParticles.push_back(particle);
  } else {
    edm::LogError("NullPointer") << "Measured particle points to NULL. It will not be added to the KinFitter.";
  }

  countMeasParams();
}

addMeasParticles()

void TKinFitter::addMeasParticles	(	TAbsFitParticle *	p1,
		TAbsFitParticle *	p2 = nullptr,
		TAbsFitParticle *	p3 = nullptr,
		TAbsFitParticle *	p4 = nullptr,
		TAbsFitParticle *	p5 = nullptr,
		TAbsFitParticle *	p6 = nullptr,
		TAbsFitParticle *	p7 = nullptr,
		TAbsFitParticle *	p8 = nullptr,
		TAbsFitParticle *	p9 = nullptr
	)

Definition at line 208 of file TKinFitter.cc.

References _measParticles, countMeasParams(), LaserDQM_cfg::p1, SiStripOfflineCRack_cfg::p2, chargedHadronTrackResolutionFilter_cfi::p3, and resetStatus().

                                                       {
  // add many measured particles

  resetStatus();

  if (p1 != nullptr)
    _measParticles.push_back(p1);
  if (p2 != nullptr)
    _measParticles.push_back(p2);
  if (p3 != nullptr)
    _measParticles.push_back(p3);
  if (p4 != nullptr)
    _measParticles.push_back(p4);
  if (p5 != nullptr)
    _measParticles.push_back(p5);
  if (p6 != nullptr)
    _measParticles.push_back(p6);
  if (p7 != nullptr)
    _measParticles.push_back(p7);
  if (p8 != nullptr)
    _measParticles.push_back(p8);
  if (p9 != nullptr)
    _measParticles.push_back(p9);

  countMeasParams();
}

addUnmeasParticle()

void TKinFitter::addUnmeasParticle

(

TAbsFitParticle *

particle

)

Definition at line 243 of file TKinFitter.cc.

References _unmeasParticles, countUnmeasParams(), and resetStatus().

Referenced by TSLToyGen::doToyExperiments().

                                                            {
  // add one unmeasured particle

  resetStatus();

  if (particle != nullptr) {
    _unmeasParticles.push_back(particle);
  } else {
    edm::LogError("NullPointer") << "Unmeasured particle points to NULL. It will not be added to the KinFitter.";
  }

  countUnmeasParams();
}

addUnmeasParticles()

void TKinFitter::addUnmeasParticles	(	TAbsFitParticle *	p1,
		TAbsFitParticle *	p2 = nullptr,
		TAbsFitParticle *	p3 = nullptr,
		TAbsFitParticle *	p4 = nullptr,
		TAbsFitParticle *	p5 = nullptr,
		TAbsFitParticle *	p6 = nullptr,
		TAbsFitParticle *	p7 = nullptr,
		TAbsFitParticle *	p8 = nullptr,
		TAbsFitParticle *	p9 = nullptr
	)

Definition at line 257 of file TKinFitter.cc.

References _unmeasParticles, countUnmeasParams(), LaserDQM_cfg::p1, SiStripOfflineCRack_cfg::p2, chargedHadronTrackResolutionFilter_cfi::p3, and resetStatus().

                                                         {
  // add many unmeasured particles

  resetStatus();

  if (p1 != nullptr)
    _unmeasParticles.push_back(p1);
  if (p2 != nullptr)
    _unmeasParticles.push_back(p2);
  if (p3 != nullptr)
    _unmeasParticles.push_back(p3);
  if (p4 != nullptr)
    _unmeasParticles.push_back(p4);
  if (p5 != nullptr)
    _unmeasParticles.push_back(p5);
  if (p6 != nullptr)
    _unmeasParticles.push_back(p6);
  if (p7 != nullptr)
    _unmeasParticles.push_back(p7);
  if (p8 != nullptr)
    _unmeasParticles.push_back(p8);
  if (p9 != nullptr)
    _unmeasParticles.push_back(p9);

  countUnmeasParams();
}

applyDeltaA()

Bool_t TKinFitter::applyDeltaA ( )

protected

Definition at line 1005 of file TKinFitter.cc.

References _deltaA, _unmeasParticles, TAbsFitParticle::applycorr(), TAbsFitParticle::getNPar(), and submitPVValidationJobs::params.

Referenced by fit().

                               {
  //apply corrections to unmeasured particles

  int offsetParam = 0;
  for (unsigned int indexParticle = 0; indexParticle < _unmeasParticles.size(); indexParticle++) {
    TAbsFitParticle* particle = _unmeasParticles[indexParticle];
    Int_t nbParams = particle->getNPar();
    TMatrixD params(nbParams, 1);
    for (Int_t index = 0; index < nbParams; index++) {
      params(index, 0) = _deltaA(index + offsetParam, 0);
    }
    particle->applycorr(&params);
    offsetParam += nbParams;
  }

  return true;
}

applyDeltaY()

Bool_t TKinFitter::applyDeltaY ( )

protected

Definition at line 1023 of file TKinFitter.cc.

References _constraints, _deltaY, _measParticles, TAbsFitParticle::applycorr(), HLT_2024v14_cff::constraint, TAbsFitParticle::getNPar(), and submitPVValidationJobs::params.

Referenced by fit().

                               {
  //apply corrections to measured particles

  int offsetParam = 0;
  for (unsigned int indexParticle = 0; indexParticle < _measParticles.size(); indexParticle++) {
    TAbsFitParticle* particle = _measParticles[indexParticle];
    Int_t nbParams = particle->getNPar();
    TMatrixD params(nbParams, 1);
    for (Int_t index = 0; index < nbParams; index++) {
      params(index, 0) = _deltaY(index + offsetParam, 0);
    }
    particle->applycorr(&params);
    offsetParam += nbParams;
  }

  for (unsigned int indexConstraint = 0; indexConstraint < _constraints.size(); indexConstraint++) {
    TAbsFitConstraint* constraint = _constraints[indexConstraint];
    Int_t nbParams = constraint->getNPar();
    if (nbParams > 0) {
      TMatrixD params(nbParams, 1);
      for (Int_t index = 0; index < nbParams; index++) {
        params(index, 0) = _deltaY(index + offsetParam, 0);
      }
      constraint->applyDeltaAlpha(&params);
      offsetParam += nbParams;
    }
  }

  return true;
}

applyVFit()

void TKinFitter::applyVFit ( )

protected

Definition at line 959 of file TKinFitter.cc.

References _constraints, _measParticles, _unmeasParticles, _yaVFit, DummyCfis::c, HLT_2024v14_cff::constraint, TAbsFitParticle::getNPar(), alignCSCRings::r, and TAbsFitParticle::setCovMatrixFit().

Referenced by fit().

                           {
  // apply fit covariance matrix to measured and unmeasured  particles

  int offsetParam = 0;
  for (unsigned int indexParticle = 0; indexParticle < _measParticles.size(); indexParticle++) {
    TAbsFitParticle* particle = _measParticles[indexParticle];
    Int_t nbParams = particle->getNPar();
    TMatrixD vfit(nbParams, nbParams);
    for (Int_t c = 0; c < nbParams; c++) {
      for (Int_t r = 0; r < nbParams; r++) {
        vfit(r, c) = _yaVFit(r + offsetParam, c + offsetParam);
      }
    }
    particle->setCovMatrixFit(&vfit);
    offsetParam += nbParams;
  }

  for (unsigned int indexConstraint = 0; indexConstraint < _constraints.size(); indexConstraint++) {
    TAbsFitConstraint* constraint = _constraints[indexConstraint];
    Int_t nbParams = constraint->getNPar();
    if (nbParams > 0) {
      TMatrixD vfit(nbParams, nbParams);
      for (Int_t c = 0; c < nbParams; c++) {
        for (Int_t r = 0; r < nbParams; r++) {
          vfit(r, c) = _yaVFit(r + offsetParam, c + offsetParam);
        }
      }
      constraint->setCovMatrixFit(&vfit);
      offsetParam += nbParams;
    }
  }

  for (unsigned int indexParticle = 0; indexParticle < _unmeasParticles.size(); indexParticle++) {
    TAbsFitParticle* particle = _unmeasParticles[indexParticle];
    Int_t nbParams = particle->getNPar();
    TMatrixD vfit(nbParams, nbParams);
    for (Int_t c = 0; c < nbParams; c++) {
      for (Int_t r = 0; r < nbParams; r++) {
        vfit(r, c) = _yaVFit(r + offsetParam, c + offsetParam);
      }
    }
    particle->setCovMatrixFit(&vfit);
    offsetParam += nbParams;
  }
}

calcA()

Bool_t TKinFitter::calcA ( )

protected

Definition at line 521 of file TKinFitter.cc.

References _A, _AT, _constraints, _nParA, _unmeasParticles, TAbsFitParticle::getDerivative(), and JetComb::kMult.

Referenced by fit().

                         {
  // Calculate the Jacobi matrix of unmeasured parameters df_i/da_i
  // Row i contains the derivatives of constraint f_i. Column q contains
  // the derivative wrt. a_q.

  _A.ResizeTo(_constraints.size(), _nParA);

  for (unsigned int indexConstr = 0; indexConstr < _constraints.size(); indexConstr++) {
    int offsetParam = 0;
    for (unsigned int indexParticle = 0; indexParticle < _unmeasParticles.size(); indexParticle++) {
      // Calculate matrix product  df/dP * dP/dy = (df/dr, df/dtheta, df/dphi, ...)

      TAbsFitParticle* particle = _unmeasParticles[indexParticle];
      TMatrixD* derivParticle = particle->getDerivative();
      TMatrixD* derivConstr = _constraints[indexConstr]->getDerivative(particle);
      TMatrixD deriv(*derivConstr, TMatrixD::kMult, *derivParticle);

      for (int indexParam = 0; indexParam < deriv.GetNcols(); indexParam++) {
        _A(indexConstr, indexParam + offsetParam) = deriv(0, indexParam);
      }
      offsetParam += deriv.GetNcols();

      delete derivParticle;
      delete derivConstr;
    }
  }

  // Calculate transposed matrix
  TMatrixD AT(TMatrixD::kTransposed, _A);
  _AT.ResizeTo(AT);
  _AT = AT;

  return true;
}

calcB()

Bool_t TKinFitter::calcB ( )

protected

Definition at line 556 of file TKinFitter.cc.

References _B, _BT, _constraints, _measParticles, _nParB, _verbosity, HLT_2024v14_cff::constraint, TAbsFitParticle::getDerivative(), JetComb::kMult, and printMatrix().

Referenced by fit().

                         {
  // Calculate the Jacobi matrix of measured parameters df_i/da_i
  // Row i contains the derivatives of constraint f_i. Column q contains
  // the derivative wrt. a_q.

  _B.ResizeTo(_constraints.size(), _nParB);

  int offsetParam = 0;
  for (unsigned int indexConstr = 0; indexConstr < _constraints.size(); indexConstr++) {
    offsetParam = 0;
    for (unsigned int indexParticle = 0; indexParticle < _measParticles.size(); indexParticle++) {
      // Calculate matrix product  df/dP * dP/dy = (df/dr, df/dtheta, df/dphi, ...)
      TAbsFitParticle* particle = _measParticles[indexParticle];
      TMatrixD* derivParticle = particle->getDerivative();
      TMatrixD* derivConstr = _constraints[indexConstr]->getDerivative(particle);
      TMatrixD deriv(*derivConstr, TMatrixD::kMult, *derivParticle);
      if (_verbosity >= 3) {
        TString matrixName = "B deriv: Particle -> ";
        matrixName += particle->GetName();
        printMatrix(*derivParticle, matrixName);
        matrixName = "B deriv: Constraint -> ";
        matrixName += _constraints[indexConstr]->GetName();
        matrixName += " , Particle -> ";
        matrixName += particle->GetName();
        printMatrix(*derivConstr, matrixName);
      }
      for (int indexParam = 0; indexParam < deriv.GetNcols(); indexParam++) {
        _B(indexConstr, indexParam + offsetParam) = deriv(0, indexParam);
      }
      offsetParam += deriv.GetNcols();

      delete derivParticle;
      delete derivConstr;
    }
  }

  for (unsigned int iC = 0; iC < _constraints.size(); iC++) {
    TAbsFitConstraint* constraint = _constraints[iC];
    TMatrixD* deriv = constraint->getDerivativeAlpha();

    if (deriv != nullptr) {
      if (_verbosity >= 3) {
        TString matrixName = "B deriv alpha: Constraint -> ";
        matrixName += constraint->GetName();
        printMatrix(*deriv, matrixName);
      }
      for (int indexParam = 0; indexParam < deriv->GetNcols(); indexParam++) {
        _B(iC, indexParam + offsetParam) = (*deriv)(0, indexParam);
      }
      offsetParam += deriv->GetNcols();

      delete deriv;
    }
  }

  TMatrixD BT(TMatrixD::kTransposed, _B);
  _BT.ResizeTo(BT);
  _BT = BT;

  return true;
}

calcC()

Bool_t TKinFitter::calcC ( )

protected

Definition at line 781 of file TKinFitter.cc.

References _A, _B, _c, _constraints, _measParticles, _nParA, _nParB, _unmeasParticles, _verbosity, a, simBeamSpotPI::alpha, HLT_2024v14_cff::constraint, TAbsFitParticle::getParCurr(), TAbsFitParticle::getParIni(), JetComb::kMult, printMatrix(), and y.

Referenced by fit().

                         {
  // Calculate the matrix c = A*deltaAStar + B*deltaYStar - fStar

  int offsetParam = 0;

  // calculate delta(a*), = 0 in the first iteration
  TMatrixD deltaastar(1, 1);
  if (_nParA > 0) {
    deltaastar.ResizeTo(_nParA, 1);
    for (unsigned int indexParticle = 0; indexParticle < _unmeasParticles.size(); indexParticle++) {
      TAbsFitParticle* particle = _unmeasParticles[indexParticle];
      const TMatrixD* astar = particle->getParCurr();
      const TMatrixD* a = particle->getParIni();
      TMatrixD deltaastarpart(*astar);
      deltaastarpart -= *a;

      for (int indexParam = 0; indexParam < deltaastarpart.GetNrows(); indexParam++) {
        deltaastar(indexParam + offsetParam, 0) = deltaastarpart(indexParam, 0);
      }
      offsetParam += deltaastarpart.GetNrows();
    }

    if (_verbosity >= 3) {
      printMatrix(deltaastar, "deltaastar");
    }
  }

  // calculate delta(y*), = 0 in the first iteration
  TMatrixD deltaystar(_nParB, 1);
  offsetParam = 0;
  for (unsigned int indexParticle = 0; indexParticle < _measParticles.size(); indexParticle++) {
    TAbsFitParticle* particle = _measParticles[indexParticle];
    const TMatrixD* ystar = particle->getParCurr();
    const TMatrixD* y = particle->getParIni();
    TMatrixD deltaystarpart(*ystar);
    deltaystarpart -= *y;

    for (int indexParam = 0; indexParam < deltaystarpart.GetNrows(); indexParam++) {
      deltaystar(indexParam + offsetParam, 0) = deltaystarpart(indexParam, 0);
    }
    offsetParam += deltaystarpart.GetNrows();
  }

  for (unsigned int iC = 0; iC < _constraints.size(); iC++) {
    TAbsFitConstraint* constraint = _constraints[iC];

    if (constraint->getNPar() > 0) {
      const TMatrixD* alphastar = constraint->getParCurr();
      const TMatrixD* alpha = constraint->getParIni();

      TMatrixD deltaalphastarpart(*alphastar);
      deltaalphastarpart -= *alpha;

      for (int indexParam = 0; indexParam < deltaalphastarpart.GetNrows(); indexParam++) {
        deltaystar(indexParam + offsetParam, 0) = deltaalphastarpart(indexParam, 0);
      }
      offsetParam += deltaalphastarpart.GetNrows();
    }
  }

  if (_verbosity >= 3) {
    printMatrix(deltaystar, "deltaystar");
  }

  // calculate f*
  TMatrixD fstar(_constraints.size(), 1);
  for (unsigned int indexConstr = 0; indexConstr < _constraints.size(); indexConstr++) {
    fstar(indexConstr, 0) = _constraints[indexConstr]->getCurrentValue();
  }

  // calculate c
  _c.ResizeTo(fstar);
  _c = fstar;
  _c *= (-1.);
  TMatrixD Bdeltaystar(_B, TMatrixD::kMult, deltaystar);
  _c += Bdeltaystar;
  if (_nParA) {
    TMatrixD Adeltaastar(_A, TMatrixD::kMult, deltaastar);
    _c += Adeltaastar;
  }

  return true;
}

calcC11()

Bool_t TKinFitter::calcC11 ( )

protected

Definition at line 658 of file TKinFitter.cc.

References _A, _AT, _B, _BT, _C11, _C11T, _nParA, _V, _VAinv, _VB, JetComb::kMult, and callgraph::m2.

Referenced by fit().

                           {
  // Calculate the matrix C11 = V^(-1) - V^(-1)*BT*VB*B*V^(-1) + V^(-1)*BT*VB*A*VA^(-1)*AT*VB*B*V^(-1)

  TMatrixD VBT(_V, TMatrixD::kMult, _BT);
  TMatrixD VBB(_VB, TMatrixD::kMult, _B);
  TMatrixD VBTVBB(VBT, TMatrixD::kMult, VBB);
  TMatrixD m2(VBTVBB, TMatrixD::kMult, _V);

  _C11.ResizeTo(_V);
  _C11 = _V;
  _C11 -= m2;

  if (_nParA > 0) {
    TMatrixD VBA(_VB, TMatrixD::kMult, _A);
    TMatrixD VBTVBA(VBT, TMatrixD::kMult, VBA);
    TMatrixD VAinvAT(_VAinv, TMatrixD::kMult, _AT);
    TMatrixD VBTVBAVAinvAT(VBTVBA, TMatrixD::kMult, VAinvAT);
    TMatrixD VBTVBAVAinvATVBB(VBTVBAVAinvAT, TMatrixD::kMult, VBB);
    TMatrixD m3(VBTVBAVAinvATVBB, TMatrixD::kMult, _V);
    _C11 += m3;
  }

  TMatrixD C11T(TMatrixD::kTransposed, _C11);
  _C11T.ResizeTo(C11T);
  _C11T = C11T;

  return true;
}

calcC21()

Bool_t TKinFitter::calcC21 ( )

protected

Definition at line 687 of file TKinFitter.cc.

References _AT, _B, _C21, _C21T, _V, _VAinv, _VB, and JetComb::kMult.

Referenced by fit().

                           {
  // Calculate the matrix  C21 = -VA^(-1)*AT*VB*B*V^(-1)

  TMatrixD VAinvAT(_VAinv, TMatrixD::kMult, _AT);
  TMatrixD VBB(_VB, TMatrixD::kMult, _B);
  TMatrixD VAinvATVBB(VAinvAT, TMatrixD::kMult, VBB);
  TMatrixD C21(VAinvATVBB, TMatrixD::kMult, _V);
  C21 *= -1.;
  _C21.ResizeTo(C21);
  _C21 = C21;

  TMatrixD C21T(TMatrixD::kTransposed, _C21);
  _C21T.ResizeTo(C21T);
  _C21T = C21T;

  return true;
}

calcC22()

Bool_t TKinFitter::calcC22 ( )

protected

Definition at line 705 of file TKinFitter.cc.

References _C22, _C22T, and _VAinv.

Referenced by fit().

                           {
  //  Calculate the matrix C22 = VA^(-1)

  _C22.ResizeTo(_VAinv);
  _C22 = _VAinv;

  TMatrixD C22T(TMatrixD::kTransposed, _C22);
  _C22T.ResizeTo(C22T);
  _C22T = C22T;

  return true;
}

calcC31()

Bool_t TKinFitter::calcC31 ( )

protected

Definition at line 718 of file TKinFitter.cc.

References _A, _AT, _B, _C31, _C31T, _nParA, _V, _VAinv, _VB, JetComb::kMult, and callgraph::m2.

Referenced by fit().

                           {
  // Calculate the matrix  C31 = VB*B*V^(-1) - VB*A*VA^(-1)*AT*VB*B*V^(-1)

  TMatrixD VbB(_VB, TMatrixD::kMult, _B);
  TMatrixD m1(VbB, TMatrixD::kMult, _V);

  _C31.ResizeTo(m1);
  _C31 = m1;

  if (_nParA > 0) {
    TMatrixD VbA(_VB, TMatrixD::kMult, _A);
    TMatrixD VAinvAT(_VAinv, TMatrixD::kMult, _AT);
    TMatrixD VbBV(VbB, TMatrixD::kMult, _V);
    TMatrixD VbAVAinvAT(VbA, TMatrixD::kMult, VAinvAT);
    TMatrixD m2(VbAVAinvAT, TMatrixD::kMult, VbBV);

    _C31 -= m2;
  }

  TMatrixD C31T(TMatrixD::kTransposed, _C31);
  _C31T.ResizeTo(C31T);
  _C31T = C31T;

  return true;
}

calcC32()

Bool_t TKinFitter::calcC32 ( )

protected

Definition at line 744 of file TKinFitter.cc.

References _A, _C32, _C32T, _VAinv, _VB, and JetComb::kMult.

Referenced by fit().

                           {
  // Calculate the matrix  C32 = VB*A*VA^(-1)

  TMatrixD VbA(_VB, TMatrixD::kMult, _A);
  TMatrixD C32(VbA, TMatrixD::kMult, _VAinv);
  _C32.ResizeTo(C32);
  _C32 = C32;

  TMatrixD C32T(TMatrixD::kTransposed, _C32);
  _C32T.ResizeTo(C32T);
  _C32T = C32T;

  return true;
}

calcC33()

Bool_t TKinFitter::calcC33 ( )

protected

Definition at line 759 of file TKinFitter.cc.

References _A, _AT, _C33, _C33T, _nParA, _VAinv, _VB, and JetComb::kMult.

Referenced by fit().

                           {
  // Calculate the matrix C33 = -VB + VB*A*VA^(-1)*AT*VB

  _C33.ResizeTo(_VB);
  _C33 = _VB;
  _C33 *= -1.;

  if (_nParA > 0) {
    TMatrixD VbA(_VB, TMatrixD::kMult, _A);
    TMatrixD VAinvAT(_VAinv, TMatrixD::kMult, _AT);
    TMatrixD VbAVAinvAT(VbA, TMatrixD::kMult, VAinvAT);
    TMatrixD C33(VbAVAinvAT, TMatrixD::kMult, _VB);
    _C33 += C33;
  }

  TMatrixD C33T(TMatrixD::kTransposed, _C33);
  _C33T.ResizeTo(C33T);
  _C33T = C33T;

  return true;
}

calcDeltaA()

Bool_t TKinFitter::calcDeltaA ( )

protected

Definition at line 865 of file TKinFitter.cc.

References _c, _C32T, _deltaA, _deltaAstar, _nbIter, and JetComb::kMult.

Referenced by fit().

                              {
  // Calculate the matrix deltaA = C32T * c
  // (corrections to unmeasured parameters)

  TMatrixD deltaA(_C32T, TMatrixD::kMult, _c);
  _deltaA.ResizeTo(deltaA);

  if (_nbIter == 0) {
    _deltaAstar.ResizeTo(deltaA);
    _deltaAstar.Zero();
  } else
    _deltaAstar = _deltaA;

  _deltaA = deltaA;

  return true;
}

calcDeltaY()

Bool_t TKinFitter::calcDeltaY ( )

protected

Definition at line 883 of file TKinFitter.cc.

References _c, _C31T, _deltaY, _deltaYstar, _nbIter, and JetComb::kMult.

Referenced by fit().

                              {
  // Calculate the matrix deltaY = C31T * c
  // (corrections to measured parameters)

  TMatrixD deltaY(_C31T, TMatrixD::kMult, _c);
  _deltaY.ResizeTo(deltaY);

  if (_nbIter == 0) {
    _deltaYstar.ResizeTo(deltaY);
    _deltaYstar.Zero();
  } else
    _deltaYstar = _deltaY;

  _deltaY = deltaY;

  return true;
}

calcLambda()

Bool_t TKinFitter::calcLambda ( )

protected

Definition at line 901 of file TKinFitter.cc.

References _c, _C33, _lambda, _lambdaT, and JetComb::kMult.

Referenced by fit().

                              {
  // Calculate the matrix Lambda = C33 * c
  // (Lagrange Multipliers)

  TMatrixD lambda(_C33, TMatrixD::kMult, _c);
  _lambda.ResizeTo(lambda);
  _lambda = lambda;

  TMatrixD lambdaT(TMatrixD::kTransposed, _lambda);
  _lambdaT.ResizeTo(lambdaT);
  _lambdaT = lambdaT;

  return true;
}

calcV()

Bool_t TKinFitter::calcV ( )

protected

Definition at line 474 of file TKinFitter.cc.

References _constraints, _measParticles, _nParB, _status, _V, _Vinv, HLT_2024v14_cff::constraint, MillePedeFileConverter_cfg::e, TAbsFitParticle::getCovMatrix(), and TAbsFitParticle::getNPar().

Referenced by fit().

                         {
  // Combines the covariance matrices of all measured particles

  _V.ResizeTo(_nParB, _nParB);
  _V.Zero();

  Int_t offsetP = 0;
  for (unsigned int iP = 0; iP < _measParticles.size(); iP++) {
    TAbsFitParticle* particle = _measParticles[iP];
    Int_t nParP = particle->getNPar();
    const TMatrixD* covMatrix = particle->getCovMatrix();

    for (int iX = offsetP; iX < offsetP + nParP; iX++) {
      for (int iY = offsetP; iY < offsetP + nParP; iY++) {
        _V(iX, iY) = (*covMatrix)(iX - offsetP, iY - offsetP);
      }
    }

    offsetP += nParP;
  }

  for (unsigned int iC = 0; iC < _constraints.size(); iC++) {
    TAbsFitConstraint* constraint = _constraints[iC];
    Int_t nParP = constraint->getNPar();
    const TMatrixD* covMatrix = constraint->getCovMatrix();

    for (int iX = offsetP; iX < offsetP + nParP; iX++) {
      for (int iY = offsetP; iY < offsetP + nParP; iY++) {
        _V(iX, iY) = (*covMatrix)(iX - offsetP, iY - offsetP);
      }
    }

    offsetP += nParP;
  }

  _Vinv.ResizeTo(_V);
  _Vinv = _V;
  try {
    _Vinv.Invert();
  } catch (cms::Exception& e) {
    edm::LogInfo("KinFitter") << "Failed to invert covariance matrix V. Fit will be aborted.";
    _status = -10;
  }

  return true;
}

calcVA()

Bool_t TKinFitter::calcVA ( )

protected

Definition at line 638 of file TKinFitter.cc.

References _A, _AT, _status, _VA, _VAinv, _VB, MillePedeFileConverter_cfg::e, and JetComb::kMult.

Referenced by fit().

                          {
  // Calculate the matrix VA = (A^T*VB*A)

  TMatrixD ATVB(_AT, TMatrixD::kMult, _VB);
  TMatrixD VA(ATVB, TMatrixD::kMult, _A);
  _VA.ResizeTo(VA);
  _VA = VA;

  _VAinv.ResizeTo(_VA);
  _VAinv = _VA;
  try {
    _VAinv.Invert();
  } catch (cms::Exception& e) {
    edm::LogInfo("KinFitter") << "Failed to invert matrix VA. Fit will be aborted.";
    _status = -10;
  }

  return true;
}

calcVB()

Bool_t TKinFitter::calcVB ( )

protected

Definition at line 618 of file TKinFitter.cc.

References _B, _BT, _status, _V, _VB, _VBinv, MillePedeFileConverter_cfg::e, and JetComb::kMult.

Referenced by fit().

                          {
  // Calculate the matrix V_B = (B*V*B^T)^-1

  TMatrixD BV(_B, TMatrixD::kMult, _V);
  TMatrixD VBinv(BV, TMatrixD::kMult, _BT);
  _VBinv.ResizeTo(VBinv);
  _VBinv = VBinv;

  _VB.ResizeTo(_VBinv);
  _VB = _VBinv;
  try {
    _VB.Invert();
  } catch (cms::Exception& e) {
    edm::LogInfo("KinFitter") << "Failed to invert matrix VB. Fit will be aborted.";
    _status = -10;
  }

  return true;
}

calcVFit()

Bool_t TKinFitter::calcVFit ( )

protected

Definition at line 916 of file TKinFitter.cc.

References _C11, _C21, _C21T, _C22, _C33, _lambdaVFit, _nParA, and _yaVFit.

Referenced by fit().

                            {
  // Calculate the covariance matrix of fitted parameters
  //
  // Vfit(y) = ( C11  C21T )
  //     (a)   ( C21  C22  )
  //
  // Vfit(lambda) = (-C33)

  // Calculate covariance matrix of lambda
  _lambdaVFit.ResizeTo(_C33);
  _lambdaVFit = _C33;
  _lambdaVFit *= -1.;

  // Calculate combined covariance matrix of y and a
  Int_t nbRows = _C11.GetNrows();
  Int_t nbCols = _C11.GetNcols();
  if (_nParA > 0) {
    nbRows += _C21.GetNrows();
    nbCols += _C21T.GetNcols();
  }
  _yaVFit.ResizeTo(nbRows, nbCols);

  for (int iRow = 0; iRow < nbRows; iRow++) {
    for (int iCol = 0; iCol < nbCols; iCol++) {
      if (iRow >= _C11.GetNrows()) {
        if (iCol >= _C11.GetNcols()) {
          _yaVFit(iRow, iCol) = _C22(iRow - _C11.GetNrows(), iCol - _C11.GetNcols());
        } else {
          _yaVFit(iRow, iCol) = _C21(iRow - _C11.GetNrows(), iCol);
        }
      } else {
        if (iCol >= _C11.GetNcols()) {
          _yaVFit(iRow, iCol) = _C21T(iRow, iCol - _C11.GetNcols());
        } else {
          _yaVFit(iRow, iCol) = _C11(iRow, iCol);
        }
      }
    }
  }

  return true;
}

converged()

Bool_t TKinFitter::converged ( Double_t  F, Double_t  prevS, Double_t  currS  )

protected

Definition at line 1081 of file TKinFitter.cc.

References _maxDeltaS, _maxF, and F().

Referenced by fit().

                                                                       {
  // check whether convergence criteria are fulfilled

  Bool_t isConverged = false;

  // calculate F, delta(a) and delta(y) already applied
  isConverged = (F < _maxF);

  // Calculate current Chi^2 and delta(S)
  Double_t deltaS = currS - prevS;
  isConverged = isConverged && (TMath::Abs(deltaS) < _maxDeltaS);

  return isConverged;
}

countMeasParams()

void TKinFitter::countMeasParams ( )

protected

Definition at line 173 of file TKinFitter.cc.

References _constraints, _measParticles, and _nParB.

Referenced by addConstraint(), addMeasParticle(), and addMeasParticles().

                                 {
  // count number of measured parameters

  _nParB = 0;
  for (unsigned int indexParticle = 0; indexParticle < _measParticles.size(); indexParticle++) {
    _nParB += _measParticles[indexParticle]->getNPar();
  }
  for (unsigned int indexConstraint = 0; indexConstraint < _constraints.size(); indexConstraint++) {
    _nParB += _constraints[indexConstraint]->getNPar();
  }
}

countUnmeasParams()

void TKinFitter::countUnmeasParams ( )

protected

Definition at line 185 of file TKinFitter.cc.

References _nParA, and _unmeasParticles.

Referenced by addUnmeasParticle(), and addUnmeasParticles().

                                   {
  // count number of unmeasured parameters

  _nParA = 0;
  for (unsigned int indexParticle = 0; indexParticle < _unmeasParticles.size(); indexParticle++) {
    _nParA += _unmeasParticles[indexParticle]->getNPar();
  }
}

fit()

Int_t TKinFitter::fit

(

)

Definition at line 318 of file TKinFitter.cc.

References _A, _B, _c, _C32T, _deltaA, _deltaAstar, _deltaY, _deltaYstar, _lambda, _lambdaT, _maxNbIter, _nbIter, _nParA, _status, _V, _VB, _VBinv, _verbosity, applyDeltaA(), applyDeltaY(), applyVFit(), calcA(), calcB(), calcC(), calcC11(), calcC21(), calcC22(), calcC31(), calcC32(), calcC33(), calcDeltaA(), calcDeltaY(), calcLambda(), calcV(), calcVA(), calcVB(), calcVFit(), converged(), getF(), getS(), print(), printMatrix(), resetParams(), and resetStatus().

Referenced by TSLToyGen::doToyExperiments(), trackingPlots.Iteration::modules(), and CandMassKinFitter::set().

                      {
  // Perform the fit
  // Returns:
  // 0: converged
  // 1: not converged

  resetParams();
  resetStatus();

  _nbIter = 0;
  Bool_t isConverged = false;
  Double_t prevF;
  Double_t currF = getF();
  Double_t prevS;
  Double_t currS = 0.;

  // Calculate covariance matrix V
  calcV();

  // print status
  if (_verbosity >= 1) {
    print();
  }

  do {
    // Reset status to "RUNNING"
    // (if it was not aborted already due to singular covariance matrix)
    if (_status != -10) {
      _status = 10;
    }

    // Calculate matrices
    calcB();
    calcVB();
    if (_nParA > 0) {
      calcA();
      calcVA();
      calcC32();
    }
    calcC31();
    calcC33();
    calcC();

    // Calculate corretion for a, y, and lambda
    if (_nParA > 0) {
      calcDeltaA();
    }
    calcDeltaY();
    calcLambda();

    if (_verbosity >= 3) {
      printMatrix(_A, "A");
      printMatrix(_B, "B");
      printMatrix(_VBinv, "VBinv");
      printMatrix(_VB, "VB");
      printMatrix(_V, "V");
      printMatrix(_deltaY, "deltaY");
      printMatrix(_deltaA, "deltaA");
      printMatrix(_C32T, "C32T");
      printMatrix(_c, "C");
    }

    if (_verbosity >= 2) {
      print();
    }

    // Apply calculated corrections to measured and unmeasured particles
    if (_nParA > 0) {
      applyDeltaA();
    }
    applyDeltaY();

    _nbIter++;

    //calculate F and S
    prevF = currF;
    currF = getF();
    prevS = currS;
    currS = getS();

    if (TMath::IsNaN(currF)) {
      edm::LogInfo("KinFitter") << "The current value of F is NaN. Fit will be aborted.";
      _status = -10;
    }
    if (TMath::IsNaN(currS)) {
      edm::LogInfo("KinFitter") << "The current value of S is NaN. Fit will be aborted.";
      _status = -10;
    }

    // Reduce step width if F is not getting smaller
    Int_t nstep = 0;
    while (currF >= prevF) {
      nstep++;
      if (nstep == 10)
        break;
      if (_nParA > 0)
        _deltaA -= (0.5) * (_deltaA - _deltaAstar);
      _deltaY -= (0.5) * (_deltaY - _deltaYstar);
      _lambda *= 0.5;
      _lambdaT *= 0.5;
      if (_nParA > 0)
        applyDeltaA();
      applyDeltaY();
      currF = getF();
      currS = getS();
    }

    // Test convergence
    isConverged = converged(currF, prevS, currS);

  } while ((!isConverged) && (_nbIter < _maxNbIter) && (_status != -10));

  // Calculate covariance matrices
  calcB();
  calcVB();

  if (_nParA > 0) {
    calcA();
    calcVA();
    calcC21();
    calcC22();
    calcC32();
  }
  calcC11();
  calcC31();
  calcC33();
  calcVFit();
  applyVFit();

  // Set status information
  if (isConverged) {
    _status = 0;
  } else if (_status != -10) {
    _status = 1;
  }

  // print status
  if (_verbosity >= 1) {
    print();
  }

  return _status;
}

get4Vec()

const TLorentzVector* TKinFitter::get4Vec ( Int_t  index )

inline

Definition at line 66 of file TKinFitter.h.

References _measParticles.

{ return (_measParticles[index])->getCurr4Vec(); }

getCovMatrix()

const TMatrixD* TKinFitter::getCovMatrix ( )

inline

Definition at line 56 of file TKinFitter.h.

References _V.

{ return &_V; }

getCovMatrixFit()

const TMatrixD* TKinFitter::getCovMatrixFit ( )

inline

Definition at line 58 of file TKinFitter.h.

References _yaVFit.

{ return &_yaVFit; }

getF()

Double_t TKinFitter::getF

(

)

Definition at line 1054 of file TKinFitter.cc.

References _constraints, and F().

Referenced by TSLToyGen::doToyExperiments(), fit(), and print().

                          {
  // calculate current absolut value of constraints
  // F = Sum[ Abs(f_k( aStar, yStar)) ]

  Double_t F = 0.;
  for (unsigned int indexConstr = 0; indexConstr < _constraints.size(); indexConstr++) {
    F += TMath::Abs(_constraints[indexConstr]->getCurrentValue());
  }

  return F;
}

getMaxDeltaS()

Double_t TKinFitter::getMaxDeltaS ( )

inline

Definition at line 53 of file TKinFitter.h.

References _maxDeltaS.

{ return _maxDeltaS; }

getMaxF()

Double_t TKinFitter::getMaxF ( )

inline

Definition at line 55 of file TKinFitter.h.

References _maxF.

Referenced by TSLToyGen::doToyExperiments().

{ return _maxF; }

getMaxNumberIter()

Int_t TKinFitter::getMaxNumberIter ( )

inline

Definition at line 49 of file TKinFitter.h.

References _maxNbIter.

{ return _maxNbIter; }

getMeasParticle()

const TAbsFitParticle* TKinFitter::getMeasParticle ( Int_t  index )

inline

Definition at line 65 of file TKinFitter.h.

References _measParticles.

{ return _measParticles[index]; }

getNbIter()

Int_t TKinFitter::getNbIter ( )

inline

Definition at line 50 of file TKinFitter.h.

References _nbIter.

Referenced by TSLToyGen::doToyExperiments().

{ return _nbIter; }

getNDF()

Int_t TKinFitter::getNDF ( )

inline

Definition at line 45 of file TKinFitter.h.

References _constraints, and _nParA.

Referenced by TSLToyGen::doToyExperiments(), print(), and CandMassKinFitter::set().

{ return (_constraints.size() - _nParA); }

getNParA()

Int_t TKinFitter::getNParA ( )

inline

Definition at line 46 of file TKinFitter.h.

References _nParA.

{ return _nParA; }

getNParB()

Int_t TKinFitter::getNParB ( )

inline

Definition at line 47 of file TKinFitter.h.

References _nParB.

{ return _nParB; }

getS()

Double_t TKinFitter::getS

(

)

Definition at line 1066 of file TKinFitter.cc.

References _deltaY, _nbIter, _Vinv, and JetComb::kMult.

Referenced by TSLToyGen::doToyExperiments(), fit(), print(), and CandMassKinFitter::set().

                          {
  // calculate current value of Chi2
  // S = deltaYT * V^-1 * deltaY

  Double_t S = 0.;

  if (_nbIter > 0) {
    TMatrixD deltaYTVinv(_deltaY, TMatrixD::kTransposeMult, _Vinv);
    TMatrixD S2(deltaYTVinv, TMatrixD::kMult, _deltaY);
    S = S2(0, 0);
  }

  return S;
}

getStatus()

Int_t TKinFitter::getStatus ( )

inline

Definition at line 51 of file TKinFitter.h.

References _status.

Referenced by TSLToyGen::doToyExperiments().

{ return _status; }

getStatusString()

TString TKinFitter::getStatusString ( )

protected

Definition at line 1096 of file TKinFitter.cc.

References _status.

Referenced by print().

                                    {
  TString statusstring = "";

  switch (_status) {
    case -1: {
      statusstring = "NO FIT PERFORMED";
      break;
    }
    case 10: {
      statusstring = "RUNNING";
      break;
    }
    case -10: {
      statusstring = "ABORTED";
      break;
    }
    case 0: {
      statusstring = "CONVERGED";
      break;
    }
    case 1: {
      statusstring = "NOT CONVERGED";
      break;
    }
  }

  return statusstring;
}

getUnmeasParticle()

const TAbsFitParticle* TKinFitter::getUnmeasParticle ( Int_t  index )

inline

Definition at line 69 of file TKinFitter.h.

References _unmeasParticles.

{ return _unmeasParticles[index]; }

getVerbosity()

Int_t TKinFitter::getVerbosity ( )

inline

Definition at line 62 of file TKinFitter.h.

References _verbosity.

{ return _verbosity; }

nbConstraints()

Int_t TKinFitter::nbConstraints ( )

inline

Definition at line 70 of file TKinFitter.h.

References _constraints.

{ return _constraints.size(); }

nbMeasParticles()

Int_t TKinFitter::nbMeasParticles ( )

inline

Definition at line 64 of file TKinFitter.h.

References _measParticles.

{ return _measParticles.size(); }

nbUnmeasParticles()

Int_t TKinFitter::nbUnmeasParticles ( )

inline

Definition at line 68 of file TKinFitter.h.

References _unmeasParticles.

{ return _unmeasParticles.size(); }

print()

void TKinFitter::print

(

void

)

Definition at line 1125 of file TKinFitter.cc.

References _constraints, _measParticles, _nbIter, _nParB, _status, _unmeasParticles, _yaVFit, TAbsFitParticle::getCovMatrix(), getF(), TAbsFitParticle::getInfoString(), getNDF(), TAbsFitParticle::getNPar(), TAbsFitParticle::getParCurr(), getS(), getStatusString(), and dqm-mbProfile::log.

Referenced by fit().

                       {
  edm::LogVerbatim log("KinFitter");
  log << "\n"
      << "\n";
  // Print status of fit
  log << "Status: " << getStatusString() << "   F=" << getF() << "   S=" << getS() << "   N=" << _nbIter
      << "   NDF=" << getNDF() << "\n";
  // Print measured particles
  log << "measured particles: \n";
  Int_t parIndex = 0;
  for (unsigned int iP = 0; iP < _measParticles.size(); iP++) {
    TAbsFitParticle* particle = _measParticles[iP];
    Int_t nParP = particle->getNPar();
    const TMatrixD* par = particle->getParCurr();
    const TMatrixD* covP = particle->getCovMatrix();
    log << std::setw(3) << setiosflags(std::ios::right) << iP;
    log << std::setw(15) << setiosflags(std::ios::right) << particle->GetName();
    log << std::setw(3) << " ";
    for (int iPar = 0; iPar < nParP; iPar++) {
      if (iPar > 0) {
        log << setiosflags(std::ios::right) << std::setw(21) << " ";
      }
      TString colstr = "";
      colstr += parIndex;
      colstr += ":";
      log << std::setw(4) << colstr;
      log << std::setw(2) << " ";
      log << setiosflags(std::ios::left) << setiosflags(std::ios::scientific) << std::setprecision(3);
      log << std::setw(15) << (*par)(iPar, 0);
      if (_nbIter > 0 && _status < 10) {
        log << std::setw(15) << TMath::Sqrt(_yaVFit(iPar, iPar));
      } else {
        log << std::setw(15) << " ";
      }
      log << std::setw(15) << TMath::Sqrt((*covP)(iPar, iPar));
      log << "\n";
      parIndex++;
    }
    log << particle->getInfoString();
  }
  // Print unmeasured particles
  log << "unmeasured particles: \n";
  parIndex = 0;
  for (unsigned int iP = 0; iP < _unmeasParticles.size(); iP++) {
    TAbsFitParticle* particle = _unmeasParticles[iP];
    Int_t nParP = particle->getNPar();
    const TMatrixD* par = particle->getParCurr();
    log << std::setw(3) << setiosflags(std::ios::right) << iP;
    log << std::setw(15) << particle->GetName();
    log << std::setw(3) << " ";
    for (int iPar = 0; iPar < nParP; iPar++) {
      if (iPar > 0) {
        log << setiosflags(std::ios::right) << std::setw(21) << " ";
      }
      TString colstr = "";
      colstr += parIndex;
      colstr += ":";
      log << std::setw(4) << colstr;
      log << std::setw(2) << " ";
      log << setiosflags(std::ios::left) << setiosflags(std::ios::scientific) << std::setprecision(3);
      log << std::setw(15) << (*par)(iPar, 0);
      if (_nbIter > 0 && _status < 10) {
        log << std::setw(15) << TMath::Sqrt(_yaVFit(iPar + _nParB, iPar + _nParB));
      } else {
        log << std::setw(15) << " ";
      }
      log << "\n";
      parIndex++;
    }
    log << particle->getInfoString();
  }
  log << "\n";
  // Print constraints
  log << "constraints: \n";
  for (unsigned int indexConstr = 0; indexConstr < _constraints.size(); indexConstr++) {
    log << _constraints[indexConstr]->getInfoString();
  }
  log << "\n";
}

printMatrix()

void TKinFitter::printMatrix ( const TMatrixD &  matrix, const TString &  name = ""  )

protected

Definition at line 1205 of file TKinFitter.cc.

References mps_fire::i, dqm-mbProfile::log, makeMuonMisalignmentScenario::matrix, METSkim_cff::Min, and Skims_PA_cff::name.

Referenced by calcB(), calcC(), and fit().

                                                                        {
  // produce a tabular printout for matrices
  // this function is a modified version of Root's TMatrixTBase<Element>::Print method
  // which could not be used together with the MessageLogger

  if (!matrix.IsValid()) {
    edm::LogWarning("InvalidMatrix") << "Matrix " << name << " is invalid.";
    return;
  }

  edm::LogVerbatim log("KinFitter");

  const Int_t nCols = matrix.GetNcols();
  const Int_t nRows = matrix.GetNrows();
  const Int_t colsPerSheet = 5;
  char topbar[100];
  Int_t nk = 6 + 13 * TMath::Min(colsPerSheet, nCols);
  for (Int_t i = 0; i < nk; i++)
    topbar[i] = '-';
  topbar[nk] = 0;

  Int_t sw = (70 - name.Length()) / 2;

  log << std::setfill('=') << std::setw(sw) << "=  " << name << std::setw(sw) << std::left << "  ="
      << "\n"
      << std::setfill(' ') << std::right << "\n";

  log << nRows << "x" << nCols << " matrix is as follows \n";

  for (Int_t iSheet = 0; iSheet < nCols; iSheet += colsPerSheet) {
    log << "\n"
        << "     |";
    for (Int_t iCol = iSheet; iCol < nCols; iCol++) {
      if (iCol < iSheet + colsPerSheet)
        log << std::setw(8) << iCol << "    |";
    }
    log << "\n" << topbar << " \n";
    for (Int_t iRow = 0; iRow < nRows; iRow++) {
      log << std::setw(4) << iRow << " |";
      for (Int_t iCol = iSheet; iCol < nCols; iCol++) {
        if (iCol < iSheet + colsPerSheet)
          log << std::setw(12) << matrix(iRow, iCol) << " ";
      }
      log << "\n";
    }
  }
}

reset()

void TKinFitter::reset

(

void

)

Definition at line 97 of file TKinFitter.cc.

References _A, _AT, _B, _BT, _c, _C11, _C11T, _C21, _C21T, _C22, _C22T, _C31, _C31T, _C32, _C32T, _C33, _C33T, _constraints, _deltaA, _deltaAstar, _deltaY, _deltaYstar, _lambda, _lambdaT, _lambdaVFit, _maxDeltaS, _maxF, _maxNbIter, _measParticles, _nbIter, _nParA, _nParB, _status, _unmeasParticles, _V, _VA, _VAinv, _VB, _VBinv, _verbosity, _Vinv, _yaVFit, and MillePedeFileConverter_cfg::e.

Referenced by TKinFitter().

                       {
  // reset all internal parameters of the fitter

  _status = -1;
  _nbIter = 0;
  _nParA = 0;
  _nParB = 0;
  _verbosity = 1;
  _A.ResizeTo(1, 1);
  _AT.ResizeTo(1, 1);
  _B.ResizeTo(1, 1);
  _BT.ResizeTo(1, 1);
  _V.ResizeTo(1, 1);
  _Vinv.ResizeTo(1, 1);
  _VB.ResizeTo(1, 1);
  _VBinv.ResizeTo(1, 1);
  _VA.ResizeTo(1, 1);
  _VAinv.ResizeTo(1, 1);
  _c.ResizeTo(1, 1);
  _C11.ResizeTo(1, 1);
  _C11T.ResizeTo(1, 1);
  _C21.ResizeTo(1, 1);
  _C21T.ResizeTo(1, 1);
  _C22.ResizeTo(1, 1);
  _C22T.ResizeTo(1, 1);
  _C31.ResizeTo(1, 1);
  _C31T.ResizeTo(1, 1);
  _C32.ResizeTo(1, 1);
  _C32T.ResizeTo(1, 1);
  _C33.ResizeTo(1, 1);
  _C33T.ResizeTo(1, 1);
  _deltaA.ResizeTo(1, 1);
  _deltaY.ResizeTo(1, 1);
  _deltaAstar.ResizeTo(1, 1);
  _deltaYstar.ResizeTo(1, 1);
  _lambda.ResizeTo(1, 1);
  _lambdaT.ResizeTo(1, 1);
  _lambdaVFit.ResizeTo(1, 1);
  _yaVFit.ResizeTo(1, 1);

  _constraints.clear();
  _measParticles.clear();
  _unmeasParticles.clear();

  // Set to default values
  _maxNbIter = 50;
  _maxDeltaS = 5e-3;
  _maxF = 1e-4;
}

resetParams()

void TKinFitter::resetParams ( )

protected

Definition at line 154 of file TKinFitter.cc.

References _constraints, _measParticles, _unmeasParticles, HLT_2024v14_cff::constraint, and TAbsFitParticle::reset().

Referenced by fit().

                             {
  // reset all particles to their initial parameters

  for (unsigned int iP = 0; iP < _measParticles.size(); iP++) {
    TAbsFitParticle* particle = _measParticles[iP];
    particle->reset();
  }
  for (unsigned int iP = 0; iP < _unmeasParticles.size(); iP++) {
    TAbsFitParticle* particle = _unmeasParticles[iP];
    particle->reset();
  }
  for (unsigned int iC = 0; iC < _constraints.size(); iC++) {
    TAbsFitConstraint* constraint = _constraints[iC];
    constraint->reset();
  }
}

resetStatus()

void TKinFitter::resetStatus

(

)

Definition at line 147 of file TKinFitter.cc.

References _nbIter, and _status.

Referenced by addConstraint(), addMeasParticle(), addMeasParticles(), addUnmeasParticle(), addUnmeasParticles(), and fit().

                             {
  // reset status of the fit

  _status = -1;
  _nbIter = 0;
}

setCovMatrix()

void TKinFitter::setCovMatrix

(

TMatrixD &

V

)

Definition at line 462 of file TKinFitter.cc.

References _nParB, _V, and cms::cuda::V.

                                         {
  // Set the covariance matrix of the measured particles

  if ((V.GetNrows() != _nParB) || (V.GetNcols() != _nParB)) {
    edm::LogError("WrongMatrixSize") << "Covariance matrix of measured particles needs to be a " << _nParB << "x"
                                     << _nParB << " matrix.";
  } else {
    _V.ResizeTo(V);
    _V = V;
  }
}

setMaxDeltaS()

void TKinFitter::setMaxDeltaS ( Double_t  maxDeltaS )

inline

Definition at line 52 of file TKinFitter.h.

References _maxDeltaS, and StEvtSolProducer_cfi::maxDeltaS.

Referenced by TSLToyGen::doToyExperiments(), and CandMassKinFitter::set().

{ _maxDeltaS = TMath::Abs(maxDeltaS); }

setMaxF()

void TKinFitter::setMaxF ( Double_t  maxF )

inline

Definition at line 54 of file TKinFitter.h.

References _maxF, and StEvtSolProducer_cfi::maxF.

Referenced by TSLToyGen::doToyExperiments(), and CandMassKinFitter::set().

{ _maxF = TMath::Abs(maxF); }

setMaxNbIter()

void TKinFitter::setMaxNbIter ( Int_t  maxNbIter )

inline

Definition at line 48 of file TKinFitter.h.

References _maxNbIter.

Referenced by TSLToyGen::doToyExperiments(), and CandMassKinFitter::set().

{ _maxNbIter = maxNbIter; }

setVerbosity()

void TKinFitter::setVerbosity

(

Int_t

verbosity = 1

)

Definition at line 304 of file TKinFitter.cc.

References _verbosity, and verbosity.

Referenced by TSLToyGen::doToyExperiments(), and CandMassKinFitter::set().

                                             {
  // Set verbosity of the fitter:
  // 0: quiet
  // 1: print information before and after the fit
  // 2: print output for every iteration of the fit
  // 3: print debug information

  if (verbosity < 0)
    verbosity = 0;
  if (verbosity > 3)
    verbosity = 3;
  _verbosity = verbosity;
}

Member Data Documentation

_A

TMatrixD TKinFitter::_A

private

Definition at line 114 of file TKinFitter.h.

Referenced by calcA(), calcC(), calcC11(), calcC31(), calcC32(), calcC33(), calcVA(), fit(), and reset().

_AT

TMatrixD TKinFitter::_AT

private

Definition at line 115 of file TKinFitter.h.

Referenced by calcA(), calcC11(), calcC21(), calcC31(), calcC33(), calcVA(), and reset().

_B

TMatrixD TKinFitter::_B

private

Definition at line 116 of file TKinFitter.h.

Referenced by calcB(), calcC(), calcC11(), calcC21(), calcC31(), calcVB(), fit(), and reset().

_BT

TMatrixD TKinFitter::_BT

private

Definition at line 117 of file TKinFitter.h.

Referenced by calcB(), calcC11(), calcVB(), and reset().

_c

TMatrixD TKinFitter::_c

private

Definition at line 124 of file TKinFitter.h.

Referenced by calcC(), calcDeltaA(), calcDeltaY(), calcLambda(), fit(), and reset().

_C11

TMatrixD TKinFitter::_C11

private

Definition at line 126 of file TKinFitter.h.

Referenced by calcC11(), calcVFit(), and reset().

_C11T

TMatrixD TKinFitter::_C11T

private

Definition at line 127 of file TKinFitter.h.

Referenced by calcC11(), and reset().

_C21

TMatrixD TKinFitter::_C21

private

Definition at line 128 of file TKinFitter.h.

Referenced by calcC21(), calcVFit(), and reset().

_C21T

TMatrixD TKinFitter::_C21T

private

Definition at line 129 of file TKinFitter.h.

Referenced by calcC21(), calcVFit(), and reset().

_C22

TMatrixD TKinFitter::_C22

private

Definition at line 130 of file TKinFitter.h.

Referenced by calcC22(), calcVFit(), and reset().

_C22T

TMatrixD TKinFitter::_C22T

private

Definition at line 131 of file TKinFitter.h.

Referenced by calcC22(), and reset().

_C31

TMatrixD TKinFitter::_C31

private

Definition at line 132 of file TKinFitter.h.

Referenced by calcC31(), and reset().

_C31T

TMatrixD TKinFitter::_C31T

private

Definition at line 133 of file TKinFitter.h.

Referenced by calcC31(), calcDeltaY(), and reset().

_C32

TMatrixD TKinFitter::_C32

private

Definition at line 134 of file TKinFitter.h.

Referenced by calcC32(), and reset().

_C32T

TMatrixD TKinFitter::_C32T

private

Definition at line 135 of file TKinFitter.h.

Referenced by calcC32(), calcDeltaA(), fit(), and reset().

_C33

TMatrixD TKinFitter::_C33

private

Definition at line 136 of file TKinFitter.h.

Referenced by calcC33(), calcLambda(), calcVFit(), and reset().

_C33T

TMatrixD TKinFitter::_C33T

private

Definition at line 137 of file TKinFitter.h.

Referenced by calcC33(), and reset().

_constraints

std::vector<TAbsFitConstraint*> TKinFitter::_constraints

private

Definition at line 152 of file TKinFitter.h.

Referenced by addConstraint(), applyDeltaY(), applyVFit(), calcA(), calcB(), calcC(), calcV(), countMeasParams(), getF(), getNDF(), nbConstraints(), print(), reset(), and resetParams().

_deltaA

TMatrixD TKinFitter::_deltaA

private

Definition at line 139 of file TKinFitter.h.

Referenced by applyDeltaA(), calcDeltaA(), fit(), and reset().

_deltaAstar

TMatrixD TKinFitter::_deltaAstar

private

Definition at line 141 of file TKinFitter.h.

Referenced by calcDeltaA(), fit(), and reset().

_deltaY

TMatrixD TKinFitter::_deltaY

private

Definition at line 140 of file TKinFitter.h.

Referenced by applyDeltaY(), calcDeltaY(), fit(), getS(), and reset().

_deltaYstar

TMatrixD TKinFitter::_deltaYstar

private

Definition at line 142 of file TKinFitter.h.

Referenced by calcDeltaY(), fit(), and reset().

_lambda

TMatrixD TKinFitter::_lambda

private

Definition at line 143 of file TKinFitter.h.

Referenced by calcLambda(), fit(), and reset().

_lambdaT

TMatrixD TKinFitter::_lambdaT

private

Definition at line 144 of file TKinFitter.h.

Referenced by calcLambda(), fit(), and reset().

_lambdaVFit

TMatrixD TKinFitter::_lambdaVFit

private

Definition at line 146 of file TKinFitter.h.

Referenced by calcVFit(), and reset().

_maxDeltaS

Double_t TKinFitter::_maxDeltaS

private

Definition at line 110 of file TKinFitter.h.

Referenced by converged(), getMaxDeltaS(), reset(), and setMaxDeltaS().

_maxF

Double_t TKinFitter::_maxF

private

Definition at line 111 of file TKinFitter.h.

Referenced by converged(), getMaxF(), reset(), and setMaxF().

_maxNbIter

Int_t TKinFitter::_maxNbIter

private

Definition at line 109 of file TKinFitter.h.

Referenced by fit(), getMaxNumberIter(), reset(), and setMaxNbIter().

_measParticles

std::vector<TAbsFitParticle*> TKinFitter::_measParticles

private

Definition at line 153 of file TKinFitter.h.

Referenced by addMeasParticle(), addMeasParticles(), applyDeltaY(), applyVFit(), calcB(), calcC(), calcV(), countMeasParams(), get4Vec(), getMeasParticle(), nbMeasParticles(), print(), reset(), and resetParams().

_nbIter

Int_t TKinFitter::_nbIter

private

Definition at line 157 of file TKinFitter.h.

Referenced by calcDeltaA(), calcDeltaY(), fit(), getNbIter(), getS(), print(), reset(), and resetStatus().

_nParA

Int_t TKinFitter::_nParA

private

Definition at line 149 of file TKinFitter.h.

Referenced by calcA(), calcC(), calcC11(), calcC31(), calcC33(), calcVFit(), countUnmeasParams(), fit(), getNDF(), getNParA(), and reset().

_nParB

Int_t TKinFitter::_nParB

private

Definition at line 150 of file TKinFitter.h.

Referenced by calcB(), calcC(), calcV(), countMeasParams(), getNParB(), print(), reset(), and setCovMatrix().

_status

Int_t TKinFitter::_status

private

Definition at line 156 of file TKinFitter.h.

Referenced by calcV(), calcVA(), calcVB(), fit(), getStatus(), getStatusString(), print(), reset(), and resetStatus().

_unmeasParticles

std::vector<TAbsFitParticle*> TKinFitter::_unmeasParticles

private

Definition at line 154 of file TKinFitter.h.

Referenced by addUnmeasParticle(), addUnmeasParticles(), applyDeltaA(), applyVFit(), calcA(), calcC(), countUnmeasParams(), getUnmeasParticle(), nbUnmeasParticles(), print(), reset(), and resetParams().

_V

TMatrixD TKinFitter::_V

private

Definition at line 118 of file TKinFitter.h.

Referenced by calcC11(), calcC21(), calcC31(), calcV(), calcVB(), fit(), getCovMatrix(), reset(), and setCovMatrix().

_VA

TMatrixD TKinFitter::_VA

private

Definition at line 122 of file TKinFitter.h.

Referenced by calcVA(), and reset().

_VAinv

TMatrixD TKinFitter::_VAinv

private

Definition at line 123 of file TKinFitter.h.

Referenced by calcC11(), calcC21(), calcC22(), calcC31(), calcC32(), calcC33(), calcVA(), and reset().

_VB

TMatrixD TKinFitter::_VB

private

Definition at line 120 of file TKinFitter.h.

Referenced by calcC11(), calcC21(), calcC31(), calcC32(), calcC33(), calcVA(), calcVB(), fit(), and reset().

_VBinv

TMatrixD TKinFitter::_VBinv

private

Definition at line 121 of file TKinFitter.h.

Referenced by calcVB(), fit(), and reset().

_verbosity

Int_t TKinFitter::_verbosity

private

Definition at line 112 of file TKinFitter.h.

Referenced by calcB(), calcC(), fit(), getVerbosity(), reset(), and setVerbosity().

_Vinv

TMatrixD TKinFitter::_Vinv

private

Definition at line 119 of file TKinFitter.h.

Referenced by calcV(), getS(), and reset().

_yaVFit

TMatrixD TKinFitter::_yaVFit

private

Definition at line 147 of file TKinFitter.h.

Referenced by applyVFit(), calcVFit(), getCovMatrixFit(), print(), and reset().