[2] | 1 | #include "Utilities/CDFCones/interface/JetCluAlgorithm.h"
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| 2 | #include "Utilities/CDFCones/interface/ClusterComparisons.h"
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| 3 | #include "Utilities/CDFCones/interface/Centroid.h"
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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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