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#ifndef GPSymbRegEvalOp_h

#define GPSymbRegEvalOp_h


#include <cmath>

#include <ecf/ECF.h>

#include <fstream>

#include "Evaluator.h"

#include "DataWriter.h"

#include "ErrorMetric.h"


class GPSymbRegEvalOp : public EvaluateOp

{

public:

    FitnessP evaluate(IndividualP individual);

    bool initialize(StateP);

    void registerParameters(StateP);

    bool csvRead(StateP state, std::string entry, std::vector<double>* vec);

    void readIndividual(IndividualP individual);


    std::vector<double> x;

    std::vector<double> y;

    std::vector<double> f;

    uint nSamples;

    uint nVariables;

    std::vector<string> varNames;

    bool linearScaling;


    Evaluator eval;


    bool printParams;

    DataWriter* dataWriter;

    bool errorWeightsDefined;

    std::vector<double> errorWeights;


    ErrorMetric* errorMetric;


private:

    FitnessP evaluateUsingLinearScaling(IndividualP individual);

    FitnessP evaluateWithoutLinearScaling(IndividualP individual);


};

typedef boost::shared_ptr<GPSymbRegEvalOp> GPSymbRegEvalOpP;


#endif // GPSymbRegEvalOp_h

DataWriter
Definition: DataWriter.h:7

ErrorMetric
Definition: ErrorMetric.h:5

EvaluateOp
Evaluation base class.
Definition: EvaluateOp.h:17

Evaluator
Definition: Evaluator.h:12

GPSymbRegEvalOp
Symbolic regression evaluation operator.
Definition: GPSymbRegEvalOp.h:35

GPSymbRegEvalOp::initialize
bool initialize(StateP)
Initialize the evaluator. Called before first evaluation occurs.
Definition: GPSymbRegEvalOp.cpp:24

GPSymbRegEvalOp::registerParameters
void registerParameters(StateP)
Register evaluator parameters. Called before EvaluateOp::initialize method.
Definition: GPSymbRegEvalOp.cpp:14

GPSymbRegEvalOp::evaluate
FitnessP evaluate(IndividualP individual)
Evaluate a single individual. Method must create and return a Fitness object.
Definition: GPSymbRegEvalOp.cpp:292