DeterministicAnnealing.cc

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#include "RecoVertex/VertexTools/interface/DeterministicAnnealing.h"
#include "FWCore/Utilities/interface/isFinite.h"
#include <cmath>
#include <vector>
#include <iostream>
#include <limits>

using namespace std;

DeterministicAnnealing::DeterministicAnnealing(float cutoff)
    : theTemperatures({256, 64, 16, 4, 2, 1}), theIndex(0), theChi2cut(cutoff * cutoff), theIsAnnealed(false) {}

DeterministicAnnealing::DeterministicAnnealing(const vector<float>& sched, float cutoff)
    : theTemperatures(sched), theIndex(0), theChi2cut(cutoff * cutoff), theIsAnnealed(false) {}

void DeterministicAnnealing::anneal() {
  if (theIndex < (theTemperatures.size() - 1)) {
    theIndex++;
  } else {
    theIsAnnealed = true;
  };
}

double DeterministicAnnealing::weight(double chi2) const {
  long double mphi = phi(chi2);
  /*
  if ( mphi < std::numeric_limits<double>::epsilon() ) return 0.;
  return 1. / ( 1. + phi ( theChi2cut * theChi2cut ) / mphi );
  */
  // return mphi / ( mphi + phi ( theChi2cut ) );
  long double newtmp = mphi / (mphi + phi(theChi2cut));
  if (edm::isNotFinite(newtmp)) {
    if (chi2 < theChi2cut)
      newtmp = 1.;
    else
      newtmp = 0.;
  }
  return newtmp;
}

void DeterministicAnnealing::resetAnnealing() {
  theIndex = 0;
  theIsAnnealed = false;
}

inline double DeterministicAnnealing::phi(double chi2) const { return exp(-.5 * chi2 / theTemperatures[theIndex]); }

double DeterministicAnnealing::cutoff() const { return sqrt(theChi2cut); }

double DeterministicAnnealing::currentTemp() const { return theTemperatures[theIndex]; }

double DeterministicAnnealing::initialTemp() const { return theTemperatures[0]; }

bool DeterministicAnnealing::isAnnealed() const { return theIsAnnealed; }

void DeterministicAnnealing::debug() const {
  cout << "[DeterministicAnnealing] schedule=";
  for (vector<float>::const_iterator i = theTemperatures.begin(); i != theTemperatures.end(); ++i) {
    cout << *i << " ";
  };
  cout << endl;
}