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LOLAVoronoiSequentialDesign Class Reference

Uses the LOLASampleRanker and VoronoiSampleRanker to balance exploration (searching the input space) and exploitation (focussing on regions of non-linearity). More...

Inheritance diagram for LOLAVoronoiSequentialDesign:
Inheritance graph
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Public Member Functions

function LOLAVoronoiSequentialDesign (var varargin)
 Class constructor. More...
 
function getDesignType ()
 
function selectSamples (var state)
 TODO. More...
 
function scoreCandidates (var candidates, var state)
 Ranks a set of externally provided candidate samples according to the LOLA-Voronoi error metric. More...
 
function getDatasetCandidates (var state, var A)
 TODO. More...
 

Public Attributes

var LOLA
 
var Voronoi
 
var frequencyDim
 
var frequencyNrPoints
 
var frequencySlices
 
var inputWeights
 
var dataset
 
var distObj
 
var isClassificationSUMO
 
var directedSearch
 
var numberOfClasses
 
var domain
 
var preventClassificationStarvation
 

Detailed Description

Uses the LOLASampleRanker and VoronoiSampleRanker to balance exploration (searching the input space) and exploitation (focussing on regions of non-linearity).

Constructor & Destructor Documentation

function LOLAVoronoiSequentialDesign ( var  varargin)
inline

Class constructor.

Returns
instance of the class.

Member Function Documentation

function getDatasetCandidates ( var  state,
var  A 
)

TODO.

function getDesignType ( )
inline
function scoreCandidates ( var  candidates,
var  state 
)

Ranks a set of externally provided candidate samples according to the LOLA-Voronoi error metric.

function selectSamples ( var  state)

TODO.

Member Data Documentation

var dataset
var directedSearch
var distObj
var domain
var frequencyDim
var frequencyNrPoints
var frequencySlices
var inputWeights
var isClassificationSUMO
var LOLA
var numberOfClasses
var preventClassificationStarvation
var Voronoi

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