GClasses::GDynamicSystemStateAligner Class Reference

This uses graph-cut to divide the data into two clusters. It then trains a linear regression model for each cluster to map from inputs to change-in-state. It then aligns the smaller cluster with the larger one such that the linear models are in agreement (as much as possible). More...

#include <GManifold.h>

Inheritance diagram for GClasses::GDynamicSystemStateAligner:

Public Member Functions
	GDynamicSystemStateAligner (size_t neighbors, GMatrix &inputs, GRand &rand)
virtual	~GDynamicSystemStateAligner ()
virtual GMatrix *	reduce (const GMatrix &in)
	Perform the transformation. More...
void	setSeeds (size_t a, size_t b)
	Specify the source and sink points for dividing the data into two clusters. More...
Public Member Functions inherited from GClasses::GTransform
	GTransform ()
	GTransform (GDomNode *pNode, GLearnerLoader &ll)
virtual	~GTransform ()

Static Public Member Functions
static void	test ()

Protected Attributes
GMatrix &	m_inputs
size_t	m_neighbors
double *	m_pDistances
size_t *	m_pNeighbors
GRand &	m_rand
size_t	m_seedA
size_t	m_seedB

Additional Inherited Members
Protected Member Functions inherited from GClasses::GTransform
virtual GDomNode *	baseDomNode (GDom *pDoc, const char *szClassName) const
	Child classes should use this in their implementation of serialize. More...

Detailed Description

This uses graph-cut to divide the data into two clusters. It then trains a linear regression model for each cluster to map from inputs to change-in-state. It then aligns the smaller cluster with the larger one such that the linear models are in agreement (as much as possible).

Constructor & Destructor Documentation

GClasses::GDynamicSystemStateAligner::GDynamicSystemStateAligner	(	size_t	neighbors,
		GMatrix &	inputs,
		GRand &	rand
	)

virtual GClasses::GDynamicSystemStateAligner::~GDynamicSystemStateAligner ( )

virtual

Member Function Documentation

virtual GMatrix* GClasses::GDynamicSystemStateAligner::reduce ( const GMatrix &  in )

virtual

Perform the transformation.

Implements GClasses::GTransform.

void GClasses::GDynamicSystemStateAligner::setSeeds	(	size_t	a,
		size_t	b
	)

Specify the source and sink points for dividing the data into two clusters.

static void GClasses::GDynamicSystemStateAligner::test ( )

static

Member Data Documentation

GMatrix& GClasses::GDynamicSystemStateAligner::m_inputs

protected

size_t GClasses::GDynamicSystemStateAligner::m_neighbors

protected

double* GClasses::GDynamicSystemStateAligner::m_pDistances

protected

size_t* GClasses::GDynamicSystemStateAligner::m_pNeighbors

protected

GRand& GClasses::GDynamicSystemStateAligner::m_rand

protected

size_t GClasses::GDynamicSystemStateAligner::m_seedA

protected

size_t GClasses::GDynamicSystemStateAligner::m_seedB

protected