A full working version of ES is now available in tutorial/Lesson4,
that makes full use of libes.a. The user guide is in Lesson4 of the tutorial - programmer's guide will come later. Plus many small changes here and there
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19 changed files with 653 additions and 189 deletions
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@ -90,10 +90,10 @@ class eoEsMutationInit
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virtual std::string section(void)
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{ return repSection; }
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virtual std::string TauLclName(void) const { return "TauLcL"; }
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virtual std::string TauLclName(void) const { return "TauLoc"; }
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virtual char TauLclShort(void) const { return 'l'; }
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virtual std::string TauGlbName(void) const { return "TauGlb"; }
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virtual std::string TauGlbName(void) const { return "TauGlob"; }
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virtual char TauGlbShort(void) const { return 'g'; }
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virtual std::string TauBetaName(void) const { return "Beta"; }
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@ -329,13 +329,13 @@ protected:
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double range; // == 1+2*alpha
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};
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/** eoArithmeticCrossover --> uniform choice in hypercube
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/** eoHypercubeCrossover --> uniform choice in hypercube
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== arithmetical with different values for each coordinate
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\class eoArithmeticCrossover eoRealOp.h Tutorial/eoRealOp.h
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\ingroup parameteric
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*/
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template<class EOT> class eoArithmeticCrossover: public eoQuadOp<EOT>
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template<class EOT> class eoHypercubeCrossover: public eoQuadOp<EOT>
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{
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public:
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/**
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@ -347,7 +347,7 @@ template<class EOT> class eoArithmeticCrossover: public eoQuadOp<EOT>
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* 0 == contractive application
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* Must be positive
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*/
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eoArithmeticCrossover(const double& _alpha = 0.0):
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eoHypercubeCrossover(const double& _alpha = 0.0):
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bounds(eoDummyVectorNoBounds), alpha(_alpha), range(1+2*_alpha)
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{
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if (_alpha < 0)
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@ -362,7 +362,7 @@ template<class EOT> class eoArithmeticCrossover: public eoQuadOp<EOT>
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* 0 == contractive application
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* Must be positive
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*/
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eoArithmeticCrossover(eoRealVectorBounds & _bounds,
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eoHypercubeCrossover(eoRealVectorBounds & _bounds,
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const double& _alpha = 0.0):
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bounds(_bounds), alpha(_alpha), range(1+2*_alpha)
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{
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@ -371,10 +371,10 @@ template<class EOT> class eoArithmeticCrossover: public eoQuadOp<EOT>
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}
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/// The class name.
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virtual string className() const { return "eoArithmeticCrossover"; }
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virtual string className() const { return "eoHypercubeCrossover"; }
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/**
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* arithmetical crossover - modifies both parents
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* hypercube crossover - modifies both parents
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* @param _eo1 The first parent
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* @param _eo2 The first parent
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*/
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@ -434,21 +434,21 @@ protected:
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\ingroup parameteric
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*/
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template<class EOT> class eoRealUxOver: public eoQuadOp<EOT>
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template<class EOT> class eoRealUXover: public eoQuadOp<EOT>
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{
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public:
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/**
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* (Default) Constructor.
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* @param _preference bias in the choice (usually, no bias == 0.5)
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*/
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eoRealUxOver(const float& _preference = 0.5): preference(_preference)
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eoRealUXover(const float& _preference = 0.5): preference(_preference)
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{
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if ( (_preference <= 0.0) || (_preference >= 1.0) )
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runtime_error("UxOver --> invalid preference");
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}
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/// The class name.
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virtual string className() const { return "eoRealUxOver"; }
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virtual string className() const { return "eoRealUXover"; }
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/**
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* Uniform crossover for real vectors
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@ -130,10 +130,10 @@ eoGenOp<EOT> & do_make_op(eoParameterLoader& _parser, eoState& _state, eoRealIni
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// crossover
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/////////////
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// ES crossover
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eoValueParam<string>& crossTypeParam = _parser.createParam(string("Global"), "crossType", "Type of ES recombination (gloabl or local)", 'C', "Variation Operators");
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eoValueParam<string>& crossTypeParam = _parser.createParam(string("global"), "crossType", "Type of ES recombination (global or standard)", 'C', "Variation Operators");
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eoValueParam<string>& crossObjParam = _parser.createParam(string("Discrete"), "crossObj", "Recombination of object variables (Discrete or Intermediate)", 'O', "Variation Operators");
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eoValueParam<string>& crossStdevParam = _parser.createParam(string("Intermediate"), "crossStdev", "Recombination of mutation strategy parameters (Intermediate or Discrete)", 'S', "Variation Operators");
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eoValueParam<string>& crossObjParam = _parser.createParam(string("discrete"), "crossObj", "Recombination of object variables (discrete or intermediate)", 'O', "Variation Operators");
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eoValueParam<string>& crossStdevParam = _parser.createParam(string("intermediate"), "crossStdev", "Recombination of mutation strategy parameters (intermediate or discrete)", 'S', "Variation Operators");
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// The pointers: first the atom Xover
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eoBinOp<double> *ptObjAtomCross = NULL;
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@ -142,22 +142,22 @@ eoGenOp<EOT> & do_make_op(eoParameterLoader& _parser, eoState& _state, eoRealIni
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eoGenOp<EOT> *ptCross;
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// check for the atom Xovers
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if (crossObjParam.value() == string("Discrete"))
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if (crossObjParam.value() == string("discrete"))
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ptObjAtomCross = new eoRealAtomExchange;
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else if (crossObjParam.value() == string("Intermediate"))
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else if (crossObjParam.value() == string("intermediate"))
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ptObjAtomCross = new eoRealAtomExchange;
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else throw runtime_error("Invalid Object variable crossover type");
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if (crossStdevParam.value() == string("Discrete"))
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if (crossStdevParam.value() == string("discrete"))
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ptStdevAtomCross = new eoRealAtomExchange;
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else if (crossStdevParam.value() == string("Intermediate"))
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else if (crossStdevParam.value() == string("intermediate"))
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ptStdevAtomCross = new eoRealAtomExchange;
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else throw runtime_error("Invalid mutation strategy parameter crossover type");
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// and build the indi Xover
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if (crossTypeParam.value() == string("Global"))
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if (crossTypeParam.value() == string("global"))
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ptCross = new eoEsGlobalXover<EOT>(*ptObjAtomCross, *ptStdevAtomCross);
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else if (crossTypeParam.value() == string("Local"))
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else if (crossTypeParam.value() == string("standard"))
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ptCross = new eoEsLocalXover<EOT>(*ptObjAtomCross, *ptStdevAtomCross);
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else throw runtime_error("Invalide Object variable crossover type");
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@ -131,19 +131,30 @@ eoGenOp<EOT> & do_make_op(eoParameterLoader& _parser, eoState& _state, eoRealIni
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// the crossovers
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/////////////////
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// the parameters
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eoValueParam<double>& alphaParam = _parser.createParam(double(0.0), "alpha", "Bound for factor of linear recombinations", 'a', "Variation Operators" );
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// minimum check
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if ( (alphaParam.value() < 0) )
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throw runtime_error("Invalid BLX coefficient alpha");
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eoValueParam<double>& segmentRateParam = _parser.createParam(double(1.0), "segmentRate", "Relative rate for segment crossover", 's', "Variation Operators" );
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// minimum check
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if ( (segmentRateParam.value() < 0) )
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throw runtime_error("Invalid segmentRate");
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eoValueParam<double>& arithmeticRateParam = _parser.createParam(double(2.0), "arithmeticRate", "Relative rate for arithmetic crossover", 'A', "Variation Operators" );
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eoValueParam<double>& hypercubeRateParam = _parser.createParam(double(1.0), "hypercubeRate", "Relative rate for hypercube crossover", 'A', "Variation Operators" );
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// minimum check
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if ( (arithmeticRateParam.value() < 0) )
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throw runtime_error("Invalid arithmeticRate");
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if ( (hypercubeRateParam.value() < 0) )
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throw runtime_error("Invalid hypercubeRate");
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eoValueParam<double>& uxoverRateParam = _parser.createParam(double(1.0), "uxoverRate", "Relative rate for uniform crossover", 'A', "Variation Operators" );
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// minimum check
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if ( (uxoverRateParam.value() < 0) )
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throw runtime_error("Invalid uxoverRate");
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// minimum check
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bool bCross = true;
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if (segmentRateParam.value()+arithmeticRateParam.value()==0)
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if (segmentRateParam.value()+hypercubeRateParam.value()+uxoverRateParam.value()==0)
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{
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cerr << "Warning: no crossover" << endl;
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bCross = false;
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@ -156,14 +167,19 @@ eoGenOp<EOT> & do_make_op(eoParameterLoader& _parser, eoState& _state, eoRealIni
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if (bCross)
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{
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// segment crossover for bitstring - pass it the bounds
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ptQuad = new eoSegmentCrossover<EOT>(*ptBounds);
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ptQuad = new eoSegmentCrossover<EOT>(*ptBounds, alphaParam.value());
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_state.storeFunctor(ptQuad);
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ptCombinedQuadOp = new eoPropCombinedQuadOp<EOT>(*ptQuad, segmentRateParam.value());
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// arithmetic crossover
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ptQuad = new eoArithmeticCrossover<EOT>(*ptBounds);
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// hypercube crossover
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ptQuad = new eoHypercubeCrossover<EOT>(*ptBounds, alphaParam.value());
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_state.storeFunctor(ptQuad);
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ptCombinedQuadOp->add(*ptQuad, arithmeticRateParam.value());
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ptCombinedQuadOp->add(*ptQuad, hypercubeRateParam.value());
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// uniform crossover
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ptQuad = new eoRealUXover<EOT>();
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_state.storeFunctor(ptQuad);
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ptCombinedQuadOp->add(*ptQuad, uxoverRateParam.value());
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// don't forget to store the CombinedQuadOp
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_state.storeFunctor(ptCombinedQuadOp);
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