KerMor
0.9
Model order reduction for nonlinear dynamical systems and nonlinear approximation
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This demo shows how the VKOGA algorithm approximates a 2D-1D response surface for different kernel configurations. More...
This demo shows how the VKOGA algorithm approximates a 2D-1D response surface for different kernel configurations.
Just invoke demos.ResponseSurfaceApprox.run
Definition at line 18 of file ResponseSurfaceApprox.m.
Public Member Functions | |
ResponseSurfaceApprox () | |
function Z = | getSurface (X, Y) |
function alg = | setupVKOGA () |
function
kernels.KernelExpansion kexp = | compute () |
function | init (sel) |
function | plotOriginal () |
function | plotOriginalWithTD () |
function | plotTrainData () |
function | iterationPlots (kernels.KernelExpansion kexp, pm) |
Static Public Member Functions | |
static function | run () |
This demo shows how the VKOGA algorithm approximates a 2D-1D response surface for different kernel configurations. More... | |
Public Attributes | |
EC | |
XYRange = -5:.1:5 | |
PM | |
TrainPerc = .2 | |
NumSteps = 10 | |
LoopCallback | |
X | |
Y | |
Z | |
atd | |
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... | |
demos.ResponseSurfaceApprox.ResponseSurfaceApprox | ( | ) |
Definition at line 57 of file ResponseSurfaceApprox.m.
function kernels.KernelExpansionkexp = demos.ResponseSurfaceApprox.compute | ( | ) |
Definition at line 82 of file ResponseSurfaceApprox.m.
References atd, init(), and setupVKOGA().
function Z = demos.ResponseSurfaceApprox.getSurface | ( | X, | |
Y | |||
) |
Definition at line 68 of file ResponseSurfaceApprox.m.
Referenced by init().
function demos.ResponseSurfaceApprox.init | ( | sel | ) |
Definition at line 89 of file ResponseSurfaceApprox.m.
References atd, getSurface(), TrainPerc, X, XYRange, Y, and Z.
Referenced by compute().
function demos.ResponseSurfaceApprox.iterationPlots | ( | kernels.KernelExpansion | kexp, |
pm | |||
) |
Definition at line 133 of file ResponseSurfaceApprox.m.
References kernels.KernelExpansion.Centers, Utils.findVecInMatrix(), kernels.KernelExpansion.getSubExpansion(), k, LoopCallback, NumSteps, PM, handle.reshape, t, X, Y, and Z.
function demos.ResponseSurfaceApprox.plotOriginal | ( | ) |
function demos.ResponseSurfaceApprox.plotOriginalWithTD | ( | ) |
function demos.ResponseSurfaceApprox.plotTrainData | ( | ) |
Definition at line 126 of file ResponseSurfaceApprox.m.
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static |
This demo shows how the VKOGA algorithm approximates a 2D-1D response surface for different kernel configurations.
Definition at line 203 of file ResponseSurfaceApprox.m.
function alg = demos.ResponseSurfaceApprox.setupVKOGA | ( | ) |
Definition at line 74 of file ResponseSurfaceApprox.m.
Referenced by compute().
demos.ResponseSurfaceApprox.atd |
Definition at line 52 of file ResponseSurfaceApprox.m.
Referenced by compute(), init(), plotOriginalWithTD(), and plotTrainData().
demos.ResponseSurfaceApprox.EC |
Definition at line 31 of file ResponseSurfaceApprox.m.
Referenced by ResponseSurfaceApprox(), and setupVKOGA().
demos.ResponseSurfaceApprox.LoopCallback |
Definition at line 41 of file ResponseSurfaceApprox.m.
Referenced by iterationPlots().
demos.ResponseSurfaceApprox.NumSteps = 10 |
Definition at line 39 of file ResponseSurfaceApprox.m.
Referenced by iterationPlots(), and setupVKOGA().
demos.ResponseSurfaceApprox.PM |
Definition at line 35 of file ResponseSurfaceApprox.m.
Referenced by iterationPlots(), plotOriginal(), plotOriginalWithTD(), plotTrainData(), and ResponseSurfaceApprox().
demos.ResponseSurfaceApprox.TrainPerc = .2 |
Definition at line 37 of file ResponseSurfaceApprox.m.
Referenced by init().
demos.ResponseSurfaceApprox.X |
Definition at line 46 of file ResponseSurfaceApprox.m.
Referenced by init(), iterationPlots(), plotOriginal(), and plotOriginalWithTD().
demos.ResponseSurfaceApprox.XYRange = -5:.1:5 |
Definition at line 33 of file ResponseSurfaceApprox.m.
Referenced by init().
demos.ResponseSurfaceApprox.Y |
Definition at line 48 of file ResponseSurfaceApprox.m.
Referenced by getSurface(), init(), iterationPlots(), plotOriginal(), and plotOriginalWithTD().
demos.ResponseSurfaceApprox.Z |
Definition at line 50 of file ResponseSurfaceApprox.m.
Referenced by getSurface(), init(), iterationPlots(), plotOriginal(), and plotOriginalWithTD().