1 | // Nsubjettiness Package
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2 | // Questions/Comments? jthaler@jthaler.net
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3 | //
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4 | // Copyright (c) 2011-14
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5 | // Jesse Thaler, Ken Van Tilburg, Christopher K. Vermilion, and TJ Wilkason
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6 | //
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7 | // $Id: MeasureFunction.hh 678 2014-06-12 20:43:03Z jthaler $
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8 | //----------------------------------------------------------------------
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9 | // This file is part of FastJet contrib.
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10 | //
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11 | // It is free software; you can redistribute it and/or modify it under
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12 | // the terms of the GNU General Public License as published by the
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13 | // Free Software Foundation; either version 2 of the License, or (at
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14 | // your option) any later version.
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15 | //
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16 | // It is distributed in the hope that it will be useful, but WITHOUT
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17 | // ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
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18 | // or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public
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19 | // License for more details.
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20 | //
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21 | // You should have received a copy of the GNU General Public License
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22 | // along with this code. If not, see <http://www.gnu.org/licenses/>.
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23 | //----------------------------------------------------------------------
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24 |
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25 | #ifndef __FASTJET_CONTRIB_MEASUREFUNCTION_HH__
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26 | #define __FASTJET_CONTRIB_MEASUREFUNCTION_HH__
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27 |
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28 | #include "fastjet/PseudoJet.hh"
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29 | #include <cmath>
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30 | #include <vector>
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31 | #include <list>
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32 | #include <limits>
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33 |
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34 |
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35 | FASTJET_BEGIN_NAMESPACE // defined in fastjet/internal/base.hh
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36 |
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37 | namespace contrib{
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38 |
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39 | ///////
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40 | //
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41 | // TauComponents
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42 | // (eventually we might want to put this in a separate header file)
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43 | //
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44 | ///////
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45 |
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46 | /// \class TauComponents
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47 | // This class creates a wrapper for the various tau/subtau values calculated in Njettiness. This class allows Njettiness access to these variables
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48 | // without ever having to do the calculation itself. It takes in subtau numerators and tau denominator from MeasureFunction
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49 | // and outputs tau numerator, and normalized tau and subtau.
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50 | class TauComponents {
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51 |
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52 | public:
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53 | // empty constructor necessary to initialize tau_components in Njettiness
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54 | // later set correctly in Njettiness::getTau function
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55 | TauComponents() {
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56 | _jet_pieces_numerator.resize(1, 0.0);
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57 | _beam_piece_numerator = 0.0;
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58 | _denominator = 0;
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59 | _numerator = 0;
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60 | _jet_pieces.resize(1, 0.0);
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61 | _beam_piece = 0.0;
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62 | _tau = 0;
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63 | _has_denominator = false;
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64 | _has_beam = false;
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65 | }
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66 |
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67 | // This constructor takes input vector and double and calculates all necessary tau components
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68 | TauComponents(std::vector<double> jet_pieces_numerator, double beam_piece_numerator, double denominator, bool has_denominator, bool has_beam)
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69 | : _jet_pieces_numerator(jet_pieces_numerator),
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70 | _beam_piece_numerator(beam_piece_numerator),
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71 | _denominator(denominator),
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72 | _has_denominator(has_denominator),
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73 | _has_beam(has_beam) {
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74 |
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75 | if (!_has_denominator) assert(_denominator == 1.0); //make sure no effect from _denominator if _has_denominator is false
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76 | if (!_has_beam) assert (_beam_piece_numerator == 0.0); //make sure no effect from _beam_piece_numerator if _has_beam is false
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77 |
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78 | _numerator = _beam_piece_numerator;
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79 | _jet_pieces.resize(_jet_pieces_numerator.size(),0.0);
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80 | for (unsigned j = 0; j < _jet_pieces_numerator.size(); j++) {
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81 | _jet_pieces[j] = _jet_pieces_numerator[j]/_denominator;
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82 | _numerator += _jet_pieces_numerator[j];
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83 | }
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84 |
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85 | _beam_piece = _beam_piece_numerator/_denominator;
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86 | _tau = _numerator/_denominator;
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87 | }
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88 |
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89 |
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90 | // return values
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91 | std::vector<double> jet_pieces_numerator() const { return _jet_pieces_numerator; }
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92 | double beam_piece_numerator() const { return _beam_piece_numerator; }
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93 | double denominator() const { return _denominator; }
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94 | double numerator() const { return _numerator; }
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95 |
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96 | bool has_denominator() const { return _has_denominator; }
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97 | bool has_beam() const { return _has_beam; }
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98 |
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99 | std::vector<double> jet_pieces() const { return _jet_pieces; }
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100 | double beam_piece() const { return _beam_piece; }
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101 | double tau() const { return _tau; }
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102 |
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103 | private:
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104 |
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105 | // these values are input in the constructor
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106 | std::vector<double> _jet_pieces_numerator;
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107 | double _beam_piece_numerator;
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108 | double _denominator;
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109 | bool _has_denominator; //added so that TauComponents knows if denominator is used or not
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110 | bool _has_beam; //added so that TauComponents knows if beam regions is used or not
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111 |
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112 | // these values are derived from above values
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113 | std::vector<double> _jet_pieces;
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114 | double _beam_piece;
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115 | double _numerator;
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116 | double _tau;
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117 |
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118 | };
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119 |
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120 | ///////
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121 | //
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122 | // Measure Function
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123 | //
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124 | ///////
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125 |
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126 |
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127 | //------------------------------------------------------------------------
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128 | /// \class MeasureFunction
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129 | // This class calculates the tau_N of a jet given a specific measure.
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130 | // It serves as a base class for calculating tau_N according to different measures that are implemented
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131 | // in further derived classes, but does not define a particular measure itself.
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132 | class MeasureFunction {
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133 |
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134 | public:
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135 | //These functions define the measure by which tau_N is calculated,
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136 | //and are overloaded by the various measures below
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137 |
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138 | // Distanes to axes. These are called many times, so need to be as fast as possible
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139 | virtual double jet_distance_squared(const fastjet::PseudoJet& particle, const fastjet::PseudoJet& axis) const = 0;
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140 | virtual double beam_distance_squared(const fastjet::PseudoJet& particle) const = 0;
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141 |
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142 | // The actual measures used in N-(sub)jettiness
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143 | virtual double jet_numerator(const fastjet::PseudoJet& particle, const fastjet::PseudoJet& axis) const = 0;
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144 | virtual double beam_numerator(const fastjet::PseudoJet& particle) const = 0;
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145 |
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146 | // a possible normalization factor
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147 | virtual double denominator(const fastjet::PseudoJet& particle) const = 0;
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148 |
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149 | //------
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150 | // The functions below call the above functions and are not virtual
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151 | //------
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152 |
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153 | // Return all of the necessary TauComponents for specific input particles and axes
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154 | // Also have optional pointers to get out information about partitioning
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155 | TauComponents result(const std::vector<fastjet::PseudoJet>& particles, const std::vector<fastjet::PseudoJet>& axes) const;
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156 |
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157 | // Just getting tau value if that is all that is needed
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158 | double tau(const std::vector<fastjet::PseudoJet>& particles, const std::vector<fastjet::PseudoJet>& axes) const {
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159 | return result(particles,axes).tau();
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160 | }
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161 |
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162 | // Create the partitioning and stores internally
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163 | std::vector<fastjet::PseudoJet> get_partition(const std::vector<fastjet::PseudoJet>& particles, const std::vector<fastjet::PseudoJet>& axes, PseudoJet * beamPartitionStorage = NULL) const;
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164 |
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165 | // Essentially same as get_partition, but in the form needed for the jet algorithm
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166 | std::vector<std::list<int> > get_partition_list(const std::vector<fastjet::PseudoJet>& particles, const std::vector<fastjet::PseudoJet>& axes) const;
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167 |
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168 | // calculates the tau result using an existing partition
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169 | TauComponents result_from_partition(const std::vector<fastjet::PseudoJet>& jet_partitioning, const std::vector<fastjet::PseudoJet>& axes, PseudoJet * beamPartitionStorage = NULL) const;
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170 |
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171 | // shorthand for squaring
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172 | static inline double sq(double x) {return x*x;}
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173 |
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174 | //virtual destructor
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175 | virtual ~MeasureFunction(){}
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176 |
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177 | protected:
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178 | //bool set by derived classes to choose whether or not to use the denominator
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179 | bool _has_denominator;
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180 | bool _has_beam;
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181 |
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182 | // This constructor allows _has_denominator to be set by derived classes
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183 | MeasureFunction(bool has_denominator = true, bool has_beam = true) : _has_denominator(has_denominator), _has_beam(has_beam) {}
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184 |
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185 | };
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186 |
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187 |
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188 | /// \class DefaultNormalizedMeasureFunction
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189 | // This class is the default measure, inheriting from the class above. This class will calculate tau_N
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190 | // of a jet according to this measure. This measure is defined as the pT of the particle multiplied by deltaR
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191 | // to the power of beta. This class includes the normalization factor determined by R0
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192 | class DefaultNormalizedMeasureFunction : public MeasureFunction {
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193 |
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194 | public:
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195 |
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196 | DefaultNormalizedMeasureFunction(double beta, double R0, double Rcutoff, bool normalized = true)
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197 | : MeasureFunction(normalized), _beta(beta), _R0(R0), _Rcutoff(Rcutoff) {}
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198 |
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199 | virtual double jet_distance_squared(const fastjet::PseudoJet& particle, const fastjet::PseudoJet& axis) const {
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200 | return particle.squared_distance(axis);
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201 | }
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202 |
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203 | virtual double beam_distance_squared(const fastjet::PseudoJet& /*particle*/) const {
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204 | return sq(_Rcutoff);
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205 | }
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206 |
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207 | virtual double jet_numerator(const fastjet::PseudoJet& particle, const fastjet::PseudoJet& axis) const{
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208 | return particle.perp() * std::pow(jet_distance_squared(particle,axis),_beta/2.0);
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209 | }
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210 |
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211 | virtual double beam_numerator(const fastjet::PseudoJet& particle) const {
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212 | return particle.perp() * std::pow(_Rcutoff,_beta);
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213 | }
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214 |
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215 | virtual double denominator(const fastjet::PseudoJet& particle) const {
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216 | return particle.perp() * std::pow(_R0,_beta);
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217 | }
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218 |
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219 | private:
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220 | double _beta;
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221 | double _R0;
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222 | double _Rcutoff;
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223 |
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224 |
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225 | };
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226 |
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227 | //------------------------------------------------------------------------
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228 | /// \class DefaultUnnormalizedMeasureFunction
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229 | // This class is the unnormalized default measure, inheriting from the class above. The only difference from above
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230 | // is that the denominator is defined to be 1.0 by setting _has_denominator to false.
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231 | class DefaultUnnormalizedMeasureFunction : public DefaultNormalizedMeasureFunction {
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232 |
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233 | public:
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234 | // Since all methods are identical, UnnormalizedMeasure inherits directly
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235 | // from NormalizedMeasure. R0 is a dummy value since the value of R0 is unecessary for this class,
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236 | // and the "false" flag sets _has_denominator in MeasureFunction to false so no denominator is used.
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237 | DefaultUnnormalizedMeasureFunction(double beta, double Rcutoff)
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238 | : DefaultNormalizedMeasureFunction(beta, std::numeric_limits<double>::quiet_NaN(), Rcutoff, false) {}
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239 | };
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240 |
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241 | //------------------------------------------------------------------------
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242 | /// \class GeometricMeasureFunction
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243 | // This class is the geometic measure, inheriting from the class above. This class will calculate tau_N
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244 | // of a jet according to this measure. This measure is defined by the Lorentz dot product between
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245 | // the particle and the axis. This class includes normalization of tau_N.
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246 | class GeometricMeasureFunction : public MeasureFunction {
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247 |
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248 | public:
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249 | // Right now, we are hard coded for beam_beta = 1.0, but that will need to change
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250 | GeometricMeasureFunction(double jet_beta, double Rcutoff) :
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251 | MeasureFunction(false), // doesn't have denominator
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252 | _jet_beta(jet_beta), _beam_beta(1.0), _Rcutoff(Rcutoff) {}
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253 |
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254 | virtual double jet_distance_squared(const fastjet::PseudoJet& particle, const fastjet::PseudoJet& axis) const {
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255 | fastjet::PseudoJet lightAxis = lightFrom(axis);
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256 | double pseudoRsquared = 2.0*dot_product(lightFrom(axis),particle)/(lightAxis.pt()*particle.pt());
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257 | return pseudoRsquared;
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258 | }
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259 |
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260 | virtual double beam_distance_squared(const fastjet::PseudoJet& /*particle*/) const {
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261 | return sq(_Rcutoff);
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262 | }
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263 |
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264 | virtual double jet_numerator(const fastjet::PseudoJet& particle, const fastjet::PseudoJet& axis) const {
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265 | fastjet::PseudoJet lightAxis = lightFrom(axis);
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266 | double weight = (_beam_beta == 1.0) ? 1.0 : std::pow(lightAxis.pt(),_beam_beta - 1.0);
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267 | return particle.pt() * weight * std::pow(jet_distance_squared(particle,axis),_jet_beta/2.0);
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268 | }
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269 |
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270 | virtual double beam_numerator(const fastjet::PseudoJet& particle) const {
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271 | double weight = (_beam_beta == 1.0) ? 1.0 : std::pow(particle.pt()/particle.e(),_beam_beta - 1.0);
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272 | return particle.pt() * weight * std::pow(_Rcutoff,_jet_beta);
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273 | }
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274 |
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275 | virtual double denominator(const fastjet::PseudoJet& /*particle*/) const {
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276 | return std::numeric_limits<double>::quiet_NaN();
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277 | }
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278 |
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279 |
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280 | private:
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281 | double _jet_beta;
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282 | double _beam_beta;
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283 | double _Rcutoff;
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284 |
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285 | // create light-like axis
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286 | fastjet::PseudoJet lightFrom(const fastjet::PseudoJet& input) const {
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287 | double length = sqrt(pow(input.px(),2) + pow(input.py(),2) + pow(input.pz(),2));
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288 | return fastjet::PseudoJet(input.px()/length,input.py()/length,input.pz()/length,1.0);
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289 | }
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290 |
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291 | };
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292 |
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293 |
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294 | } //namespace contrib
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295 |
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296 | FASTJET_END_NAMESPACE
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297 |
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298 | #endif // __FASTJET_CONTRIB_MEASUREFUNCTION_HH__
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