the regression test is based on the dynamic time warping. More...

#include <dynamic_time_warping_method.h>

Inherits SPH::RegressionTestTimeAveraged< ObserveMethodType >.

Public Member Functions
template<typename... ConstructorArgs>
	RegressionTestDynamicTimeWarping (ConstructorArgs &&...args)

void	settingupTheTest ()

void	readDTWDistanceFromXml ()

void	updateDTWDistance ()

void	writeDTWDistanceToXml ()

bool	compareDTWDistance (Real threshold_value)

void	resultTest ()

void	generateDataBase (Real threshold_value, string filter="false")

void	newResultTest (string filter="false")

Public Member Functions inherited from SPH::RegressionTestTimeAveraged< ObserveMethodType >
template<typename... ConstructorArgs>
	RegressionTestTimeAveraged (ConstructorArgs &&...args)

void	initializeThreshold (VariableType &threshold_mean, VariableType &threshold_variance)

void	settingupTheTest ()

void	readMeanVarianceFromXml ()

void	searchForStartPoint ()

void	filterExtremeValues ()

void	updateMeanVariance ()

void	writeMeanVarianceToXml ()

bool	compareMeanVariance ()

void	resultTest ()

void	generateDataBase (VariableType threshold_mean, VariableType threshold_variance, string filter="false")

void	newResultTest (string filter="false")

Public Member Functions inherited from SPH::RegressionTestBase< ObserveMethodType >
template<typename... ConstructorArgs>
	RegressionTestBase (ConstructorArgs &&...args)

void	writeToXml (ObservedQuantityRecording< VariableType > *observe_method, size_t iteration=0)

template<typename ReduceType >
void	writeToXml (BodyReducedQuantityRecording< ReduceType > *reduce_method, size_t iteration=0)

void	readFromXml (ObservedQuantityRecording< VariableType > *observe_method)

template<typename ReduceType >
void	readFromXml (BodyReducedQuantityRecording< ReduceType > *reduce_method)

void	transposeTheIndex ()

void	readResultFromXml ()

void	writeResultToXml ()

void	readResultFromXml (int index_of_run_)

void	writeResultToXml (int index_of_run_)

void	writeToFile (size_t iteration=0) override

void	writeXmlToXmlFile ()

void	readXmlFromXmlFile ()

Protected Member Functions
Real	calculatePNorm (Real variable_a, Real variable_b)

Real	calculatePNorm (Vecd variable_a, Vecd variable_b)

Real	calculatePNorm (Matd variable_a, Matd variable_b)

StdVec< Real >	calculateDTWDistance (DoubleVec< VariableType > dataset_a_, DoubleVec< VariableType > dataset_b_)

Protected Member Functions inherited from SPH::RegressionTestTimeAveraged< ObserveMethodType >
void	filterLocalResult (DoubleVec< Real > &current_result)

void	filterLocalResult (DoubleVec< Vecd > &current_result)

void	filterLocalResult (DoubleVec< Matd > &current_result)

void	searchSteadyStart (DoubleVec< Real > &current_result)

void	searchSteadyStart (DoubleVec< Vecd > &current_result)

void	searchSteadyStart (DoubleVec< Matd > &current_result)

void	calculateNewVariance (DoubleVec< Real > &current_result, StdVec< Real > &local_meanvalue, StdVec< Real > &variance, StdVec< Real > &variance_new)

void	calculateNewVariance (DoubleVec< Vecd > &current_result, StdVec< Vecd > &local_meanvalue, StdVec< Vecd > &variance, StdVec< Vecd > &variance_new)

void	calculateNewVariance (DoubleVec< Matd > &current_result, StdVec< Matd > &local_meanvalue, StdVec< Matd > &variance, StdVec< Matd > &variance_new)

int	compareParameter (string par_name, StdVec< Real > &parameter, StdVec< Real > &parameter_new, Real &threshold)

int	compareParameter (string par_name, StdVec< Vecd > &parameter, StdVec< Vecd > &parameter_new, Vecd &threshold)

int	compareParameter (string par_name, StdVec< Matd > &parameter, StdVec< Matd > &parameter_new, Matd &threshold)

int	testNewResult (DoubleVec< Real > &current_result, StdVec< Real > &meanvalue, StdVec< Real > &local_meanvalue, StdVec< Real > &variance)

int	testNewResult (DoubleVec< Vecd > &current_result, StdVec< Vecd > &meanvalue, StdVec< Vecd > &local_meanvalue, StdVec< Vecd > &variance)

int	testNewResult (DoubleVec< Matd > &current_result, StdVec< Matd > &meanvalue, StdVec< Matd > &local_meanvalue, StdVec< Matd > &variance)

Protected Attributes
std::string	dtw_distance_filefullpath_

XmlEngine	dtw_distance_xml_engine_in_

XmlEngine	dtw_distance_xml_engine_out_

StdVec< Real >	dtw_distance_

StdVec< Real >	dtw_distance_new_

Protected Attributes inherited from SPH::RegressionTestTimeAveraged< ObserveMethodType >
int	snapshot_for_converged_

std::string	mean_variance_filefullpath_

std::string	filefullpath_filter_output_

XmlEngine	mean_variance_xml_engine_in_

XmlEngine	mean_variance_xml_engine_out_

VariableType	threshold_mean_

VariableType	threshold_variance_

StdVec< VariableType >	meanvalue_

StdVec< VariableType >	meanvalue_new_

StdVec< VariableType >	variance_

StdVec< VariableType >	variance_new_

StdVec< VariableType >	local_meanvalue_

Protected Attributes inherited from SPH::RegressionTestBase< ObserveMethodType >
std::string	input_folder_path_

std::string	in_output_filefullpath_

std::string	result_filefullpath_

std::string	runtimes_filefullpath_

std::string	converged

XmlMemoryIO	xmlmemory_io_

XmlEngine	observe_xml_engine_

XmlEngine	result_xml_engine_in_

XmlEngine	result_xml_engine_out_

StdVec< std::string >	element_tag_

DoubleVec< VariableType >	current_result_

DoubleVec< VariableType >	current_result_trans_

DoubleVec< VariableType >	result_in_

TripleVec< VariableType >	result_

int	snapshot_

int	observation_

int	difference_

int	number_of_run_

int	label_for_repeat_

int	number_of_snapshot_old_

Detailed Description