SUMKERNEL Summary of this class goes here Detailed explanation goes here. More...

Detailed Description

SUMKERNEL Summary of this class goes here Detailed explanation goes here.

Definition at line 18 of file CombinationKernel.m.

Public Member Functions
	CombinationKernel ()

function K =	evaluate (colvec< double > x, varargin)

function c =	getGlobalLipschitz ()

function Nabla =	getNabla (colvec< double > x,matrix< double > y)

function this =	addKernel (kernel, weight)

Public Member Functions inherited from kernels.BaseKernel
	BaseKernel ()

function fcn =	getLipschitzFunction ()
	Method that allows error estimators to obtain a lipschitz constant estimation function from this kernel. More...

function bool =	eq (B)
	Checks if a kernel equals another kernel. More...

function copy =	clone (copy)
	The interface method with returns a copy of the current class instance. More...

virtual function K =	evaluate (matrix< double > x,matrix< double > y)
	Evaluation method for the current kernel. More...

virtual function Nabla =	getNabla (x, y)
	Computes the partial derivatives with respect to each component of the first argument. More...

Public Member Functions inherited from KerMorObject
	KerMorObject ()
	Constructs a new KerMor object. More...

function	display ()
	disp(object2str(this)); More...

function bool =	eq (B)
	Checks equality of two KerMor objects. More...

function bool =	ne (B)
	Checks if two KerMorObjects are different. More...

function cn =	getClassName ()
	Returns the simple class name of this object without packages. More...

Public Member Functions inherited from DPCMObject
	DPCMObject ()
	Creates a new DPCM object. More...

	DPCMObject ()

Static Public Member Functions
static function	test_CombinationKernels ()

Public Attributes
	CombOp = @("a,b")a.*b
	The combination operation for each kernel. More...

Public Attributes inherited from kernels.BaseKernel
matrix< double >	G = 1
	The matrix \(\vG\) that induces the state space scalar product \(\spG{x}{y}\) and norm \(\noG{x-y}\) to use. More...

matrix< double >	P = "[]"
	Projection/selection matrix \(\vP\) for argument components. More...

logical	IsRBF = false
	Flag that determines if the current kernel is a radial basis function, i.e. its evaluation is of the form \(\K(x,y) = \phi(\noG{x-y})\) for some scalar function \(\phi\). More...

logical	IsScProd = false
	Flag that determines if the current kernel bases on scalar product evaluations, i.e. are of the form \(\K(x,y) = \phi(\spG{x}{y})\) for some scalar function \(\phi\). More...

Public Attributes inherited from DPCMObject
	WorkspaceVariableName = ""
	The workspace variable name of this class. Optional. More...

	ID = "[]"
	An ID that allows to uniquely identify this DPCMObject (at least within the current MatLab session/context). More...

	PropertiesChanged = "[]"
	The Dictionary containing all the property settings as key/value pairs. More...

Public Attributes inherited from handle
	addlistener
	Creates a listener for the specified event and assigns a callback function to execute when the event occurs. More...

	notify
	Broadcast a notice that a specific event is occurring on a specified handle object or array of handle objects. More...

	delete
	Handle object destructor method that is called when the object's lifecycle ends. More...

	disp
	Handle object disp method which is called by the display method. See the MATLAB disp function. More...

	display
	Handle object display method called when MATLAB software interprets an expression returning a handle object that is not terminated by a semicolon. See the MATLAB display function. More...

	findobj
	Finds objects matching the specified conditions from the input array of handle objects. More...

	findprop
	Returns a meta.property objects associated with the specified property name. More...

	fields
	Returns a cell array of string containing the names of public properties. More...

	fieldnames
	Returns a cell array of string containing the names of public properties. See the MATLAB fieldnames function. More...

	isvalid
	Returns a logical array in which elements are true if the corresponding elements in the input array are valid handles. This method is Sealed so you cannot override it in a handle subclass. More...

	eq
	Relational functions example. See details for more information. More...

	transpose
	Transposes the elements of the handle object array. More...

	permute
	Rearranges the dimensions of the handle object array. See the MATLAB permute function. More...

	reshape
	hanges the dimensions of the handle object array to the specified dimensions. See the MATLAB reshape function. More...

	sort
	ort the handle objects in any array in ascending or descending order. More...

Additional Inherited Members
Protected Member Functions inherited from KerMorObject
function	checkType (obj, type)
	Object typechecker. More...

Protected Member Functions inherited from DPCMObject
function	registerProps (varargin)
	Call this method at any class that defines DPCM observed properties. More...

function	registerProps (varargin)

Static Protected Member Functions inherited from DPCMObject
static function obj =	loadobj (obj, from)
	Re-register any registered change listeners! More...

static function obj =	loadobj (obj, from)

Protected Attributes inherited from kernels.BaseKernel
	fG = 1

	fP = "[]"

Constructor & Destructor Documentation

kernels.CombinationKernel.CombinationKernel ( )

Definition at line 65 of file CombinationKernel.m.

Member Function Documentation

function this = kernels.CombinationKernel.addKernel	(	kernel,
		weight
	)

Definition at line 105 of file CombinationKernel.m.

function K = kernels.CombinationKernel.evaluate	(	colvec< double >	x,
			varargin
	)

Definition at line 71 of file CombinationKernel.m.

function c = kernels.CombinationKernel.getGlobalLipschitz ( )

virtual

Todo:: implement

Implements kernels.BaseKernel.

Definition at line 82 of file CombinationKernel.m.

function Nabla = kernels.CombinationKernel.getNabla	(	colvec< double >	x,
		matrix< double >	y
	)

Todo:: implement

Parameters

x	The state variable vector \(\vx(t)\)
y	The output variable vector \(\vy(t) = \vC(t,\vmu)\vx(t),~t=0\ldots T\) (general notation)

Definition at line 92 of file CombinationKernel.m.

static function kernels.CombinationKernel.test_CombinationKernels ( )

static

Definition at line 119 of file CombinationKernel.m.

References k, and t.

Member Data Documentation

kernels.CombinationKernel.CombOp = @("a,b")a.*b

The combination operation for each kernel.

Has to be a function handle taking two arguments: first: The current accumulation result second: The last kernel's evaluation

Property class optional:: Default combination method is pointwise multiplication.

Note: This property has the MATLAB attribute SetObservable set to true.; Matlab documentation of property attributes.
Default: @("a,b")a.*b

Definition at line 29 of file CombinationKernel.m.

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

core/+kernels/CombinationKernel.m

Detailed Description

Public Member Functions

Static Public Member Functions

Public Attributes

Additional Inherited Members

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation