QuadraticModel Class Reference

Quadratic Forward Model. More...

Public Member Functions
	QuadraticModel (Index m_, Index n_)
	Constructor. More...
	~QuadraticModel ()
	Destructor. More...
OEMMatrix	Jacobian (const ConstVectorView &xi)
	Virtual function of the FowardModel class. More...
OEMVector	evaluate (const OEMVector &xi)
	Virtual function of the FowardModel class. More...

Public Attributes
const unsigned int	m
const unsigned int	n

Private Attributes
OEMMatrix	J
OEMMatrix *	Hessians

Detailed Description

Quadratic Forward Model.

Test class for the ForwardModel class as defined in oem.h. Implements a quadratic length-m vector valued function in n variables. The function is represented by a set of m-hessians and a Jacobian. On construction those are set to random matrices to test the non-linear OEM methods.

Definition at line 91 of file test_oem.cc.

Constructor & Destructor Documentation

QuadraticModel()

QuadraticModel::QuadraticModel ( Index  m_, Index  n_  )

inline

Constructor.

Construct a random quadratic model. Allocates the necessary space and fille the Jacobian with values in the range [-10,10] and the Hessians in the range [0,0.1]. Also writes all matrices to text files for the communication with the Matlab process.

Parameters

[in]	m_	The dimension of the measurement space.
[in]	n_	The dimension of the state space.

Definition at line 103 of file test_oem.cc.

References i, LinearModel::J, LinearModel::m, LinearModel::n, random_fill_matrix(), random_fill_matrix_symmetric(), and write_matrix().

~QuadraticModel()

QuadraticModel::~QuadraticModel ( )

inline

Destructor.

Definition at line 122 of file test_oem.cc.

Member Function Documentation

evaluate()

OEMVector QuadraticModel::evaluate ( const OEMVector &  xi )

inline

Virtual function of the FowardModel class.

Definition at line 139 of file test_oem.cc.

References i, LinearModel::J, LinearModel::m, mult(), and LinearModel::n.

Referenced by test_oem_gauss_newton(), test_oem_gauss_newton_sparse(), and test_oem_levenberg_marquardt().

Jacobian()

OEMMatrix QuadraticModel::Jacobian ( const ConstVectorView &  xi )

inline

Virtual function of the FowardModel class.

Definition at line 125 of file test_oem.cc.

References i, LinearModel::J, LinearModel::m, mult(), and LinearModel::n.

Member Data Documentation

Hessians

OEMMatrix* QuadraticModel::Hessians

private

Definition at line 159 of file test_oem.cc.

J

OEMMatrix QuadraticModel::J

private

Definition at line 158 of file test_oem.cc.

m

const unsigned int QuadraticModel::m

Definition at line 155 of file test_oem.cc.

n

const unsigned int QuadraticModel::n

Definition at line 155 of file test_oem.cc.

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The documentation for this class was generated from the following file:

• test_oem.cc