1 | #include "JetCluAlgorithm.hh"
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2 | #include "ClusterComparisons.hh"
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3 | #include "Centroid.hh"
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4 | #include <algorithm>
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5 | #include <cmath>
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6 |
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7 | void JetCluAlgorithm::makeSeedTowers(std::vector<PhysicsTower>& towers, std::vector<Cluster>& seedTowers)
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8 | {
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9 | for(int iEta = 4; iEta < 48; iEta++){
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10 | bool seg24 = true;
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11 | if(iEta >= 8 && iEta < 14 || iEta >= 38 && iEta < 44)
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12 | seg24 = false;
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13 | for(int iPhi = 0; iPhi < 24; iPhi++){
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14 | Cluster seed;
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15 | for(std::vector<PhysicsTower>::iterator towerIter = towers.begin(); towerIter != towers.end(); towerIter++)
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16 | if(towerIter->iEta() == iEta &&
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17 | (seg24 && towerIter->iPhi() == iPhi || !seg24 && (towerIter->iPhi() == 2*iPhi || towerIter->iPhi() == 2*iPhi + 1)))
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18 | seed.addTower(*towerIter);
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19 | if(seed.centroid.Et > _seedThreshold)
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20 | seedTowers.push_back(seed);
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21 | }
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22 | }
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23 | sort(seedTowers.begin(),seedTowers.end(),ClusterCentroidEtGreater());
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24 | }
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25 |
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26 | void JetCluAlgorithm::buildPreClusters(std::vector<Cluster>& seedTowers, std::vector<PhysicsTower>& towers,
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27 | std::vector<Cluster>& preClusters)
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28 | {
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29 | std::vector<Centroid> leadingSeedTowers;
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30 | for(std::vector<Cluster>::iterator seedTowerIter = seedTowers.begin(); seedTowerIter != seedTowers.end(); seedTowerIter++){
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31 | bool seedTowerAddedToPreCluster = false;
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32 | std::vector<Cluster>::iterator preClusterIter = preClusters.begin();
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33 | std::vector<Centroid>::iterator leadingSeedTowerIter = leadingSeedTowers.begin();
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34 | while(preClusterIter != preClusters.end() && !seedTowerAddedToPreCluster){
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35 | double dEta = fabs(seedTowerIter->centroid.eta - leadingSeedTowerIter->eta);
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36 | double dPhi = fabs(seedTowerIter->centroid.phi - leadingSeedTowerIter->phi);
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37 | if(dPhi > M_PI)
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38 | dPhi = 2*M_PI - dPhi;
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39 | if(dEta <= _coneRadius && dPhi <= _coneRadius){
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40 | int iEtaSeedTower = seedTowerIter->towerList.begin()->iEta();
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41 | int iPhiSeedTower = seedTowerIter->towerList.begin()->iPhi();
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42 | if(iEtaSeedTower >= 8 && iEtaSeedTower < 14 || iEtaSeedTower >= 38 && iEtaSeedTower < 44)
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43 | iPhiSeedTower = iPhiSeedTower/2;
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44 | for(std::vector<PhysicsTower>::iterator preClusterTowerIter = preClusterIter->towerList.begin();
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45 | preClusterTowerIter != preClusterIter->towerList.end() && !seedTowerAddedToPreCluster;
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46 | preClusterTowerIter++){
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47 | int iEtaPreClusterTower = preClusterTowerIter->iEta();
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48 | int iPhiPreClusterTower = preClusterTowerIter->iPhi();
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49 | if(iEtaPreClusterTower >= 8 && iEtaPreClusterTower < 14 || iEtaPreClusterTower >= 38 && iEtaPreClusterTower < 44)
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50 | iPhiPreClusterTower = iPhiPreClusterTower/2;
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51 | int dIEta = abs(iEtaSeedTower - iEtaPreClusterTower);
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52 | int dIPhi = abs(iPhiSeedTower - iPhiPreClusterTower);
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53 | if(dIPhi > 12)
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54 | dIPhi = 24 - dIPhi;
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55 | int adj = dIPhi*dIPhi + dIEta*dIEta;
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56 | if(adj <= _adjacencyCut){
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57 | for(std::vector<PhysicsTower>::iterator seedTowerTowerIter = seedTowerIter->towerList.begin();
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58 | seedTowerTowerIter != seedTowerIter->towerList.end();
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59 | seedTowerTowerIter++)
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60 | preClusterIter->addTower(*seedTowerTowerIter);
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61 | seedTowerAddedToPreCluster = true;
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62 | }
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63 | }
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64 | }
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65 | preClusterIter++;
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66 | leadingSeedTowerIter++;
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67 | }
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68 | if(!seedTowerAddedToPreCluster){
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69 | Cluster newPreCluster;
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70 | for(std::vector<PhysicsTower>::iterator seedTowerTowerIter = seedTowerIter->towerList.begin();
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71 | seedTowerTowerIter != seedTowerIter->towerList.end();
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72 | seedTowerTowerIter++)
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73 | newPreCluster.addTower(*seedTowerTowerIter);
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74 | preClusters.push_back(newPreCluster);
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75 | leadingSeedTowers.push_back(Centroid(newPreCluster.centroid.Et,newPreCluster.centroid.eta,newPreCluster.centroid.phi));
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76 | }
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77 | }
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78 | }
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79 |
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80 | void JetCluAlgorithm::findStableCones(std::vector<Cluster>& preClusters, std::vector<PhysicsTower>& towers,
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81 | std::vector<Cluster>& stableCones)
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82 | {
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83 | for(std::vector<Cluster>::iterator preClusterIter = preClusters.begin(); preClusterIter != preClusters.end(); preClusterIter++){
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84 | double startEt = preClusterIter->centroid.Et;
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85 | double startEta = preClusterIter->centroid.eta;
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86 | double startPhi = preClusterIter->centroid.phi;
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87 | int nIterations = 0;
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88 | Cluster trialCone;
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89 | while(nIterations++ < _maxIterations){
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90 | trialCone.clear();
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91 | for(std::vector<PhysicsTower>::iterator towerIter = towers.begin(); towerIter != towers.end(); towerIter++){
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92 | double dEta = fabs(towerIter->eta() - startEta);
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93 | double dPhi = fabs(towerIter->phi() - startPhi);
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94 | if(dPhi > M_PI)
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95 | dPhi = 2*M_PI - dPhi;
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96 | double dR = sqrt(dEta*dEta + dPhi*dPhi);
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97 | if(dR < _coneRadius)
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98 | trialCone.addTower(*towerIter);
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99 | }
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100 | if(_iratch != 0)
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101 | for(std::vector<PhysicsTower>::iterator preClusterTowerIter = preClusterIter->towerList.begin();
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102 | preClusterTowerIter != preClusterIter->towerList.end();
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103 | preClusterTowerIter++){
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104 | bool foundInTrialCone = false;
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105 | for(std::vector<PhysicsTower>::iterator trialConeTowerIter = trialCone.towerList.begin();
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106 | trialConeTowerIter != trialCone.towerList.end() && !foundInTrialCone;
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107 | trialConeTowerIter++)
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108 | if(trialConeTowerIter->isEqual(*preClusterTowerIter))
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109 | foundInTrialCone = true;
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110 | if(!foundInTrialCone)
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111 | trialCone.addTower(*preClusterTowerIter);
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112 | }
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113 | if(nIterations <= _maxIterations){
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114 | double endEt = trialCone.centroid.Et;
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115 | double endEta = trialCone.centroid.eta;
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116 | double endPhi = trialCone.centroid.phi;
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117 | if(endEt == startEt && endEta == startEta && endPhi == startPhi)
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118 | nIterations = _maxIterations;
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119 | else{
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120 | startEt = endEt;
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121 | startEta = endEta;
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122 | startPhi = endPhi;
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123 | }
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124 | }
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125 | }
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126 | // bool foundIdentical = false;
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127 | // for(std::vector<Cluster>::iterator stableConeIter = stableCones.begin();
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128 | // stableConeIter != stableCones.end() && !foundIdentical;
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129 | // stableConeIter++)
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130 | // if(trialCone.centroid.isEqual(stableConeIter->centroid))
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131 | // foundIdentical = true;
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132 | // if(!foundIdentical)
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133 | stableCones.push_back(trialCone);
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134 | }
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135 | sort(stableCones.begin(),stableCones.end(),ClusterCentroidEtGreater());
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136 | }
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137 |
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138 | void JetCluAlgorithm::splitAndMerge(std::vector<Cluster>& stableCones, std::vector<Cluster>& jets)
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139 | {
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140 | std::vector<bool> isActive;
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141 | for(std::vector<Cluster>::iterator stableConeIter = stableCones.begin(); stableConeIter != stableCones.end(); stableConeIter++)
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142 | isActive.push_back(bool(true));
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143 | std::vector<bool>::iterator isActiveIter1 = isActive.begin();
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144 | for(std::vector<Cluster>::iterator stableConeIter1 = stableCones.begin();
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145 | stableConeIter1 != stableCones.end();
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146 | stableConeIter1++, isActiveIter1++){
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147 | std::vector<Cluster>::iterator stableConeIter2 = stableCones.begin();
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148 | std::vector<bool>::iterator isActiveIter2 = isActive.begin();
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149 | while(stableConeIter2 != stableConeIter1 && *isActiveIter1){
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150 | if(*isActiveIter2){
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151 | Cluster overlap;
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152 | for(std::vector<PhysicsTower>::iterator towerIter1 = stableConeIter1->towerList.begin();
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153 | towerIter1 != stableConeIter1->towerList.end();
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154 | towerIter1++)
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155 | for(std::vector<PhysicsTower>::iterator towerIter2 = stableConeIter2->towerList.begin();
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156 | towerIter2 != stableConeIter2->towerList.end();
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157 | towerIter2++)
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158 | if(towerIter1->isEqual(*towerIter2)){
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159 | overlap.addTower(*towerIter1);
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160 | break;
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161 | }
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162 | if(overlap.size()){
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163 | if(overlap.size() == stableConeIter2->size())
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164 | *isActiveIter2 = false;
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165 | else if(overlap.size() == stableConeIter1->size())
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166 | *isActiveIter1 = false;
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167 | else if(overlap.centroid.Et > _overlapThreshold*stableConeIter1->centroid.Et ||
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168 | overlap.centroid.Et > _overlapThreshold*stableConeIter2->centroid.Et){
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169 | for(std::vector<PhysicsTower>::iterator stableConeTowerIter2 = stableConeIter2->towerList.begin();
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170 | stableConeTowerIter2 != stableConeIter2->towerList.end();
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171 | stableConeTowerIter2++){
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172 | bool isInOverlap = false;
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173 | for(std::vector<PhysicsTower>::iterator overlapTowerIter = overlap.towerList.begin();
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174 | overlapTowerIter != overlap.towerList.end() && !isInOverlap;
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175 | overlapTowerIter++)
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176 | if(stableConeTowerIter2->isEqual(*overlapTowerIter))
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177 | isInOverlap = true;
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178 | if(!isInOverlap)
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179 | stableConeIter1->addTower(*stableConeTowerIter2);
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180 | }
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181 | *isActiveIter2 = false;
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182 | }
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183 | else{
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184 | Cluster removeFromStableCone1,removeFromStableCone2,oldRemoveFromStableCone1,oldRemoveFromStableCone2;
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185 | double etaStableCone1 = stableConeIter1->centroid.eta;
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186 | double phiStableCone1 = stableConeIter1->centroid.phi;
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187 | double etaStableCone2 = stableConeIter2->centroid.eta;
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188 | double phiStableCone2 = stableConeIter2->centroid.phi;
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189 | double dRstableCone1,dRstableCone2;
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190 | int iterCount = 0;
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191 | while(iterCount++ <= _maxIterations){
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192 | oldRemoveFromStableCone1.clear();
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193 | oldRemoveFromStableCone2.clear();
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194 | if(iterCount > 1){
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195 | if(removeFromStableCone1.size()){
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196 | Centroid stableConeCentroid1(stableConeIter1->centroid);
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197 | Centroid removeCentroid1(removeFromStableCone1.centroid);
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198 | stableConeCentroid1.subtract(removeCentroid1);
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199 | etaStableCone1 = stableConeCentroid1.eta;
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200 | phiStableCone1 = stableConeCentroid1.phi;
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201 | }
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202 | else{
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203 | etaStableCone1 = stableConeIter1->centroid.eta;
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204 | phiStableCone1 = stableConeIter1->centroid.phi;
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205 | }
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206 | if(removeFromStableCone2.size()){
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207 | Centroid stableConeCentroid2(stableConeIter2->centroid);
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208 | Centroid removeCentroid2(removeFromStableCone2.centroid);
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209 | stableConeCentroid2.subtract(removeCentroid2);
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210 | etaStableCone2 = stableConeCentroid2.eta;
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211 | phiStableCone2 = stableConeCentroid2.phi;
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212 | }
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213 | else{
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214 | etaStableCone2 = stableConeIter2->centroid.eta;
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215 | phiStableCone2 = stableConeIter2->centroid.phi;
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216 | }
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217 | for(std::vector<PhysicsTower>::iterator removeTowerIter1 = removeFromStableCone1.towerList.begin();
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218 | removeTowerIter1 != removeFromStableCone1.towerList.end();
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219 | removeTowerIter1++)
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220 | oldRemoveFromStableCone1.addTower(*removeTowerIter1);
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221 | for(std::vector<PhysicsTower>::iterator removeTowerIter2 = removeFromStableCone2.towerList.begin();
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222 | removeTowerIter2 != removeFromStableCone2.towerList.end();
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223 | removeTowerIter2++)
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224 | oldRemoveFromStableCone2.addTower(*removeTowerIter2);
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225 | }
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226 | removeFromStableCone1.clear();
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227 | removeFromStableCone2.clear();
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228 | for(std::vector<PhysicsTower>::iterator overlapTowerIter = overlap.towerList.begin();
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229 | overlapTowerIter != overlap.towerList.end();
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230 | overlapTowerIter++){
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231 | double dEta1 = fabs(overlapTowerIter->eta() - etaStableCone1);
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232 | double dPhi1 = fabs(overlapTowerIter->phi() - phiStableCone1);
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233 | if(dPhi1 > M_PI)
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234 | dPhi1 = 2*M_PI - dPhi1;
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235 | dRstableCone1 = dEta1*dEta1 + dPhi1*dPhi1;
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236 | double dEta2 = fabs(overlapTowerIter->eta() - etaStableCone2);
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237 | double dPhi2 = fabs(overlapTowerIter->phi() - phiStableCone2);
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238 | if(dPhi2 > M_PI)
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239 | dPhi2 = 2*M_PI - dPhi2;
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240 | dRstableCone2 = dEta2*dEta2 + dPhi2*dPhi2;
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241 | if(dRstableCone1 < dRstableCone2)
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242 | removeFromStableCone2.addTower(*overlapTowerIter);
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243 | else
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244 | removeFromStableCone1.addTower(*overlapTowerIter);
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245 | }
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246 | if(iterCount > 1 &&
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247 | removeFromStableCone1.size() == oldRemoveFromStableCone1.size() &&
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248 | removeFromStableCone2.size() == oldRemoveFromStableCone2.size() &&
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249 | (!removeFromStableCone1.size() || !removeFromStableCone2.size() ||
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250 | removeFromStableCone1.centroid.isEqual(oldRemoveFromStableCone1.centroid) &&
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251 | removeFromStableCone2.centroid.isEqual(oldRemoveFromStableCone2.centroid)))
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252 | iterCount = _maxIterations + 1;
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253 | }
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254 | for(std::vector<PhysicsTower>::iterator removeTowerIter1 = removeFromStableCone1.towerList.begin();
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255 | removeTowerIter1 != removeFromStableCone1.towerList.end();
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256 | removeTowerIter1++)
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257 | stableConeIter1->removeTower(*removeTowerIter1);
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258 | for(std::vector<PhysicsTower>::iterator removeTowerIter2 = removeFromStableCone2.towerList.begin();
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259 | removeTowerIter2 != removeFromStableCone2.towerList.end();
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260 | removeTowerIter2++)
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261 | stableConeIter2->removeTower(*removeTowerIter2);
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262 | }
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263 | overlap.clear();
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264 | }
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265 | }
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266 | stableConeIter2++;
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267 | isActiveIter2++;
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268 | }
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269 | }
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270 | jets.clear();
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271 | std::vector<bool>::iterator isActiveIter = isActive.begin();
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272 | for(std::vector<Cluster>::iterator stableConeIter = stableCones.begin();
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273 | stableConeIter != stableCones.end();
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274 | stableConeIter++, isActiveIter++)
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275 | if(*isActiveIter)
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276 | jets.push_back(*stableConeIter);
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277 | sort(jets.begin(),jets.end(),ClusterFourVectorEtGreater());
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278 | }
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279 |
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280 | void JetCluAlgorithm::run(std::vector<PhysicsTower>& towers, std::vector<Cluster>& jets)
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281 | {
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282 | std::vector<Cluster> seedTowers;
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283 | makeSeedTowers(towers,seedTowers);
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284 | std::vector<Cluster> preClusters;
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285 | buildPreClusters(seedTowers,towers,preClusters);
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286 | std::vector<Cluster> stableCones;
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287 | findStableCones(preClusters,towers,stableCones);
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288 | splitAndMerge(stableCones,jets);
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289 | }
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