1 | //----------------------------------------------------------------------
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2 | // This file distributed with FastJet has been obtained from
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3 | // http://www.pa.msu.edu/~huston/Les_Houches_2005/JetClu+Midpoint-StandAlone.tgz
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4 | //
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5 | // Permission to distribute it with FastJet has been granted by Joey
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6 | // Huston (see the COPYING file in the main FastJet directory for
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7 | // details).
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8 | // Changes from the original file are listed below.
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9 | //----------------------------------------------------------------------
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10 |
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11 | // History of changes compared to the original MidPointAlgorithm.cc file
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12 | //
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13 | // 2014-08-13 Matteo Cacciari and Gavin Salam
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14 | // * changed a number of int -> unsigned (and in one case
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15 | // added explicit conversion to int) to eliminate
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16 | // long-standing compiler warnings
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17 | //
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18 | // 2009-01-17 Gregory Soyez <soyez@fastjet.fr>
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19 | //
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20 | // * put the code in the fastjet::cdf namespace
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21 | //
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22 | // 2008-01-15 Gavin Salam <salam@lpthe.jussieu.fr>
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23 | //
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24 | // * put in the volatile fix for midpoint with optimization;
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25 | // checked regression test, and that speed comes out OK
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26 | //
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27 | //
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28 | // 2007-10-16 Gavin Salam <salam@lpthe.jussieu.fr>
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29 | //
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30 | // * added protection to midpoint for cases where no stable cones
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31 | // are found
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32 | //
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33 | // 2007-03-10 Gavin Salam <salam@lpthe.jussieu.fr>
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34 | //
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35 | // * added support for the pttilde scale choice in the CDF midpoint code
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36 | //
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37 | // 2007-02-21 Gavin Salam <salam@lpthe.jussieu.fr>
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38 | //
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39 | // * added option of choosing the scale used in the split-merge
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40 | // procedure (pt [default], Et or mt)
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41 | //
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42 | // 2006-09-24 Gavin Salam <salam@lpthe.jussieu.fr>
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43 | //
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44 | // * removed the local_sort method
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45 | //
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46 | // 2006-09-24 Gavin Salam <salam@lpthe.jussieu.fr>
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47 | //
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48 | // * added JetClu+MidPoint to FastJet
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49 |
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50 | #include "MidPointAlgorithm.hh"
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51 | #include "ClusterComparisons.hh"
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52 | #include <algorithm>
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53 | #include <iostream>
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54 | #include <cmath>
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55 |
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56 | #include <fastjet/internal/base.hh>
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57 |
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58 | FASTJET_BEGIN_NAMESPACE
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59 |
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60 | namespace cdf{
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61 |
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62 | void MidPointAlgorithm::findStableConesFromSeeds(std::vector<PhysicsTower>& towers, std::vector<Cluster>& stableCones)
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63 | {
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64 | bool reduceConeSize = true;
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65 | for(std::vector<PhysicsTower>::iterator towerIter = towers.begin(); towerIter != towers.end(); towerIter++)
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66 | if(towerIter->fourVector.pt() > _seedThreshold)
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67 | iterateCone(towerIter->fourVector.y(),towerIter->fourVector.phi(),0,towers,stableCones,reduceConeSize);
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68 | }
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69 |
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70 | void MidPointAlgorithm::findStableConesFromMidPoints(std::vector<PhysicsTower>& towers, std::vector<Cluster>& stableCones)
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71 | {
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72 | // distanceOK[i-1][j] = Is distance between stableCones i and j (i>j) less than 2*_coneRadius?
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73 | std::vector< std::vector<bool> > distanceOK;
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74 | distanceOK.resize(stableCones.size() - 1);
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75 | // MC+GPS 2014-08-13, replaced int with unsigned
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76 | for(unsigned nCluster1 = 1; nCluster1 < stableCones.size(); nCluster1++){
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77 | distanceOK[nCluster1 - 1].resize(nCluster1);
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78 | double cluster1Rapidity = stableCones[nCluster1].fourVector.y();
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79 | double cluster1Phi = stableCones[nCluster1].fourVector.phi();
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80 | // MC+GPS 2014-08-13, replaced int with unsigned
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81 | for(unsigned nCluster2 = 0; nCluster2 < nCluster1; nCluster2++){
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82 | double cluster2Rapidity = stableCones[nCluster2].fourVector.y();
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83 | double cluster2Phi = stableCones[nCluster2].fourVector.phi();
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84 | double dRapidity = fabs(cluster1Rapidity - cluster2Rapidity);
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85 | double dPhi = fabs(cluster1Phi - cluster2Phi);
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86 | if(dPhi > M_PI)
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87 | dPhi = 2*M_PI - dPhi;
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88 | double dR = sqrt(dRapidity*dRapidity + dPhi*dPhi);
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89 | distanceOK[nCluster1 - 1][nCluster2] = dR < 2*_coneRadius;
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90 | }
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91 | }
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92 |
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93 | // Find all pairs (triplets, ...) of stableCones which are less than 2*_coneRadius apart from each other.
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94 | std::vector< std::vector<int> > pairs(0);
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95 | std::vector<int> testPair(0);
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96 | int maxClustersInPair = _maxPairSize;
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97 | if(!maxClustersInPair)
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98 | maxClustersInPair = stableCones.size();
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99 | addClustersToPairs(testPair,pairs,distanceOK,maxClustersInPair);
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100 |
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101 | // Loop over all combinations. Calculate MidPoint. Make midPointClusters.
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102 | bool reduceConeSize = false;
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103 | // MC+GPS 2014-08-13, replaced int with unsigned
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104 | for(unsigned iPair = 0; iPair < pairs.size(); iPair++){
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105 | // Calculate rapidity, phi and pT of MidPoint.
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106 | LorentzVector midPoint(0,0,0,0);
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107 | // MC+GPS 2014-08-13, replaced int with unsigned
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108 | for(unsigned iPairMember = 0; iPairMember < pairs[iPair].size(); iPairMember++)
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109 | midPoint.add(stableCones[pairs[iPair][iPairMember]].fourVector);
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110 | iterateCone(midPoint.y(),midPoint.phi(),midPoint.pt(),towers,stableCones,reduceConeSize);
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111 | }
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112 |
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113 | //sort(stableCones.begin(),stableCones.end(),ClusterPtGreater());
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114 | local_sort(stableCones); // GPS mod. to allow split-merge with various scales
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115 | }
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116 |
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117 |
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118 | void MidPointAlgorithm::iterateCone(volatile double startRapidity, volatile double startPhi, volatile double startPt,
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119 | std::vector<PhysicsTower>& towers, std::vector<Cluster>& stableCones, bool reduceConeSize)
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120 | {
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121 | int nIterations = 0;
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122 | bool keepJet = true;
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123 | Cluster trialCone;
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124 | double iterationConeRadius = _coneRadius;
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125 | if(reduceConeSize)
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126 | iterationConeRadius *= sqrt(_coneAreaFraction);
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127 | while(nIterations++ < _maxIterations + 1 && keepJet){
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128 | trialCone.clear();
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129 | // Find particles which should go in the cone.
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130 | if(nIterations == _maxIterations + 1)
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131 | iterationConeRadius = _coneRadius;
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132 | for(std::vector<PhysicsTower>::iterator towerIter = towers.begin(); towerIter != towers.end(); towerIter++){
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133 | double dRapidity = fabs(towerIter->fourVector.y() - startRapidity);
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134 | double dPhi = fabs(towerIter->fourVector.phi() - startPhi);
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135 | if(dPhi > M_PI)
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136 | dPhi = 2*M_PI - dPhi;
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137 | double dR = sqrt(dRapidity*dRapidity + dPhi*dPhi);
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138 | if(dR < iterationConeRadius)
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139 | trialCone.addTower(*towerIter);
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140 | }
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141 | if(!trialCone.size()) // Empty cone?
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142 | keepJet = false;
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143 | else{
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144 | if(nIterations <= _maxIterations){
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145 | volatile double endRapidity = trialCone.fourVector.y();
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146 | volatile double endPhi = trialCone.fourVector.phi();
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147 | volatile double endPt = trialCone.fourVector.pt();
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148 | // Do we have a stable cone?
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149 | if(endRapidity == startRapidity && endPhi == startPhi && endPt == startPt){
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150 | // If cone size is reduced, then do one more iteration.
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151 | nIterations = _maxIterations;
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152 | if(!reduceConeSize)
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153 | nIterations++;
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154 | }
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155 | else{
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156 | // Another iteration.
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157 | startRapidity = endRapidity;
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158 | startPhi = endPhi;
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159 | startPt = endPt;
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160 | }
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161 | }
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162 | }
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163 | }
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164 |
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165 | if(keepJet){
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166 | // We have a stable cone.
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167 | bool identical = false;
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168 | for(std::vector<Cluster>::iterator stableConeIter = stableCones.begin(); stableConeIter != stableCones.end(); stableConeIter++)
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169 | if(trialCone.fourVector.isEqual(stableConeIter->fourVector))
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170 | identical = true;
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171 | if(!identical)
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172 | stableCones.push_back(trialCone);
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173 | }
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174 | }
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175 |
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176 | void MidPointAlgorithm::addClustersToPairs(std::vector<int>& testPair, std::vector< std::vector<int> >& pairs,
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177 | std::vector< std::vector<bool> >& distanceOK, int maxClustersInPair)
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178 | {
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179 | // Recursively adds clusters to pairs, triplets, ... whose mid-points are then calculated.
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180 |
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181 | // Find StableCone number to start with (either 0 at the beginning or last element of testPair + 1).
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182 | int nextClusterStart = 0;
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183 | if(testPair.size())
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184 | nextClusterStart = testPair.back() + 1;
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185 | // MC+GPS 2014-08-13, replaced int nextCluster with unsigned
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186 | for(unsigned nextCluster = nextClusterStart; nextCluster <= distanceOK.size(); nextCluster++){
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187 | // Is new SeedCone less than 2*_coneRadius apart from all clusters in testPair?
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188 | bool addCluster = true;
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189 | // MC+GPS 2014-08-13, replaced int iCluster with unsigned
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190 | for(unsigned iCluster = 0; iCluster < testPair.size() && addCluster; iCluster++)
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191 | if(!distanceOK[nextCluster - 1][testPair[iCluster]])
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192 | addCluster = false;
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193 | if(addCluster){
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194 | // Add it to the testPair.
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195 | testPair.push_back(nextCluster);
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196 | // If testPair is a pair, add it to pairs.
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197 | if(testPair.size() > 1)
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198 | pairs.push_back(testPair);
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199 | // If not bigger than allowed, find more clusters within 2*_coneRadius.
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200 | // GPS+MC 2014-08-13, replaced testPair.size() with int(testPair.size())
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201 | if(int(testPair.size()) < maxClustersInPair)
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202 | addClustersToPairs(testPair,pairs,distanceOK,maxClustersInPair);
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203 | // All combinations containing testPair found. Remove last element.
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204 | testPair.pop_back();
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205 | }
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206 | }
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207 | }
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208 |
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209 | void MidPointAlgorithm::splitAndMerge(std::vector<Cluster>& stableCones, std::vector<Cluster>& jets)
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210 | {
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211 | bool mergingNotFinished = true;
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212 | while(mergingNotFinished){
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213 | // Sort the stable cones (highest pt first).
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214 | //sort(stableCones.begin(),stableCones.end(),ClusterPtGreater());
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215 | local_sort(stableCones);
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216 |
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217 | // Start with the highest pt cone.
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218 | std::vector<Cluster>::iterator stableConeIter1 = stableCones.begin();
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219 | if(stableConeIter1 == stableCones.end()) // Stable cone list empty?
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220 | mergingNotFinished = false;
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221 | else{
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222 | bool coneNotModified = true;
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223 | // Determine whether highest pt cone has an overlap with other stable cones.
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224 | std::vector<Cluster>::iterator stableConeIter2 = stableConeIter1;
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225 | stableConeIter2++; // 2nd highest pt cone.
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226 | while(coneNotModified && stableConeIter2 != stableCones.end()){
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227 | // Calculate overlap of the two cones.
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228 | Cluster overlap;
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229 | for(std::vector<PhysicsTower>::iterator towerIter1 = stableConeIter1->towerList.begin();
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230 | towerIter1 != stableConeIter1->towerList.end();
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231 | towerIter1++){
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232 | bool isInCone2 = false;
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233 | for(std::vector<PhysicsTower>::iterator towerIter2 = stableConeIter2->towerList.begin();
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234 | towerIter2 != stableConeIter2->towerList.end();
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235 | towerIter2++)
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236 | if(towerIter1->isEqual(*towerIter2))
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237 | isInCone2 = true;
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238 | if(isInCone2)
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239 | overlap.addTower(*towerIter1);
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240 | }
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241 | if(overlap.size()){ // non-empty overlap
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242 | coneNotModified = false;
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243 | // GPS mod to allow various scale choices in split merge --------
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244 | double overlap_scale, jet2_scale;
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245 | switch(_smScale) {
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246 | case SM_pt:
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247 | overlap_scale = overlap.fourVector.pt();
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248 | jet2_scale = stableConeIter2->fourVector.pt();
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249 | break;
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250 | case SM_Et:
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251 | overlap_scale = overlap.fourVector.Et();
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252 | jet2_scale = stableConeIter2->fourVector.Et();
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253 | break;
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254 | case SM_mt:
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255 | overlap_scale = overlap.fourVector.mt();
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256 | jet2_scale = stableConeIter2->fourVector.mt();
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257 | break;
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258 | case SM_pttilde:
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259 | overlap_scale = overlap.pt_tilde;
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260 | jet2_scale = stableConeIter2->pt_tilde;
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261 | break;
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262 | default:
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263 | std::cerr << "Unrecognized value for _smScale: "
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264 | << _smScale << std::endl;
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265 | exit(-1);
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266 | }
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267 | if(overlap_scale >= _overlapThreshold*jet2_scale){
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268 | // end of GPS modification ---------------------------
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269 | //if(overlap.fourVector.pt() >= _overlapThreshold*stableConeIter2->fourVector.pt()){
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270 | // Merge the two cones.
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271 | for(std::vector<PhysicsTower>::iterator towerIter2 = stableConeIter2->towerList.begin();
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272 | towerIter2 != stableConeIter2->towerList.end();
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273 | towerIter2++){
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274 | bool isInOverlap = false;
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275 | for(std::vector<PhysicsTower>::iterator overlapTowerIter = overlap.towerList.begin();
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276 | overlapTowerIter != overlap.towerList.end();
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277 | overlapTowerIter++)
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278 | if(towerIter2->isEqual(*overlapTowerIter))
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279 | isInOverlap = true;
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280 | if(!isInOverlap)
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281 | stableConeIter1->addTower(*towerIter2);
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282 | }
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283 | // Remove the second cone.
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284 | stableCones.erase(stableConeIter2);
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285 | }
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286 | else{
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287 | // Separate the two cones.
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288 | // Which particle goes where?
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289 | std::vector<PhysicsTower> removeFromCone1,removeFromCone2;
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290 | for(std::vector<PhysicsTower>::iterator towerIter = overlap.towerList.begin();
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291 | towerIter != overlap.towerList.end();
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292 | towerIter++){
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293 | double towerRapidity = towerIter->fourVector.y();
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294 | double towerPhi = towerIter->fourVector.phi();
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295 | // Calculate distance from cone 1.
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296 | double dRapidity1 = fabs(towerRapidity - stableConeIter1->fourVector.y());
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297 | double dPhi1 = fabs(towerPhi - stableConeIter1->fourVector.phi());
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298 | if(dPhi1 > M_PI)
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299 | dPhi1 = 2*M_PI - dPhi1;
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300 | double dRJet1 = sqrt(dRapidity1*dRapidity1 + dPhi1*dPhi1);
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301 | // Calculate distance from cone 2.
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302 | double dRapidity2 = fabs(towerRapidity - stableConeIter2->fourVector.y());
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303 | double dPhi2 = fabs(towerPhi - stableConeIter2->fourVector.phi());
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304 | if(dPhi2 > M_PI)
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305 | dPhi2 = 2*M_PI - dPhi2;
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306 | double dRJet2 = sqrt(dRapidity2*dRapidity2 + dPhi2*dPhi2);
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307 | if(dRJet1 < dRJet2)
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308 | // Particle is closer to cone 1. To be removed from cone 2.
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309 | removeFromCone2.push_back(*towerIter);
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310 | else
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311 | // Particle is closer to cone 2. To be removed from cone 1.
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312 | removeFromCone1.push_back(*towerIter);
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313 | }
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314 | // Remove particles in the overlap region from the cones to which they have the larger distance.
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315 | for(std::vector<PhysicsTower>::iterator towerIter = removeFromCone1.begin();
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316 | towerIter != removeFromCone1.end();
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317 | towerIter++)
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318 | stableConeIter1->removeTower(*towerIter);
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319 | for(std::vector<PhysicsTower>::iterator towerIter = removeFromCone2.begin();
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320 | towerIter != removeFromCone2.end();
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321 | towerIter++)
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322 | stableConeIter2->removeTower(*towerIter);
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323 | }
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324 | }
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325 | stableConeIter2++;
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326 | }
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327 | if(coneNotModified){
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328 | // Cone 1 has no overlap with any of the other cones and can become a jet.
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329 | jets.push_back(*stableConeIter1);
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330 | stableCones.erase(stableConeIter1);
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331 | }
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332 | }
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333 | }
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334 |
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335 | //sort(jets.begin(),jets.end(),ClusterPtGreater());
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336 | local_sort(jets); // GPS mod. to allow split-merge with various scales
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337 | }
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338 |
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339 |
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340 |
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341 | void MidPointAlgorithm::local_sort(std::vector<Cluster>& clusters) {
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342 | switch(_smScale) {
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343 | case SM_pt:
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344 | sort(clusters.begin(),clusters.end(),ClusterPtGreater());
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345 | break;
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346 | case SM_Et:
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347 | sort(clusters.begin(),clusters.end(),ClusterFourVectorEtGreater());
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348 | break;
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349 | case SM_mt:
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350 | sort(clusters.begin(),clusters.end(),ClusterMtGreater());
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351 | break;
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352 | case SM_pttilde:
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353 | sort(clusters.begin(),clusters.end(),ClusterPtTildeGreater());
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354 | break;
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355 | default:
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356 | std::cerr << "Unrecognized value for _smScale: " << _smScale << std::endl;
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357 | exit(-1);
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358 | }
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359 | }
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360 |
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361 |
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362 |
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363 | void MidPointAlgorithm::run(std::vector<PhysicsTower>& towers, std::vector<Cluster>& jets)
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364 | {
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365 | std::vector<Cluster> stableCones;
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366 | findStableConesFromSeeds(towers,stableCones);
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367 | // GPS addition to prevent crashes if no stable cones
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368 | // are found (e.g. all particles below seed threshold)
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369 | if (stableCones.size() > 0) {
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370 | findStableConesFromMidPoints(towers,stableCones);
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371 | splitAndMerge(stableCones,jets);
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372 | }
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373 | }
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374 |
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375 | } // namespace cdf
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376 |
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377 | FASTJET_END_NAMESPACE
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