SimpleExpectedSquaredJumpDistanceTuner.hpp

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#ifndef HOPS_SIMPLEEXPECTEDSQUAREDJUMPDISTANCETUNER_HPP
#define HOPS_SIMPLEEXPECTEDSQUAREDJUMPDISTANCETUNER_HPP
 
#include <hops/Statistics/ExpectedSquaredJumpDistance.hpp>
#include <hops/FileWriter/FileWriter.hpp>
#include <hops/FileWriter/FileWriterFactory.hpp>
#include <hops/FileWriter/FileWriterType.hpp>
#include <hops/MarkovChain/MarkovChain.hpp>
#include <hops/MarkovChain/MarkovChainAttribute.hpp>
 
#include <chrono>
#include <cmath>
#include <memory>
#include <stdexcept>
#include <vector>
 
namespace hops {
    class SimpleExpectedSquaredJumpDistanceTuner {
    public:
        struct param_type {
            size_t iterationsToTestStepSize;
            //size_t maximumTotalIterations;
            size_t stepSizeGridSize;
            double stepSizeLowerBound;
            double stepSizeUpperBound;
            bool considerTimeCost;
            std::string outputDirectory;
 
            param_type(size_t iterationsToTestStepSize,
                       //size_t maximumTotalIterations,
                       size_t stepSizeGridSize,
                       double stepSizeLowerBound,
                       double stepSizeUpperBound,
                       bool considerTimeCost,
                       std::string outputDirectory
            );
        };
 
        static bool
        tune(std::vector<std::shared_ptr<MarkovChain>>&, 
             std::vector<RandomNumberGenerator>&, 
             const param_type&);
 
        static bool
        tune(double&, 
             double&,
             std::vector<std::shared_ptr<MarkovChain>>&, 
             std::vector<RandomNumberGenerator>&, 
             const param_type&);
 
        SimpleExpectedSquaredJumpDistanceTuner() = delete;
    };
}
 
#endif //HOPS_SIMPLEEXPECTEDSQUAREDJUMPDISTANCETUNER_HPP