Config:SequentialDesign - Revision history

Javdrher: Javdrher moved page Config:SampleSelector to Config:SequentialDesign

2014-02-27T15:23:16Z

Javdrher moved page Config:SampleSelector to Config:SequentialDesign

← Older revision	Revision as of 15:23, 27 February 2014
(No difference)

Icouckuy: AutoConfig for SUMO 6.2

2010-03-25T10:38:45Z

AutoConfig for SUMO 6.2

← Older revision		Revision as of 10:38, 25 March 2010
Line 1:		Line 1:
	'''Generated for SUMO toolbox version 6.2'''.		'''Generated for SUMO toolbox version 7.0'''.
	''We are well aware that documentation is not always complete and possibly even out of date in some cases. We try to document everything as best we can but much is limited by available time and manpower. We are are a university research group after all. The most up to date documentation can always be found (if not here) in the default.xml configuration file and, of course, in the source files. If something is unclear please dont hesitate to [[Reporting problems\|ask]].''		''We are well aware that documentation is not always complete and possibly even out of date in some cases. We try to document everything as best we can but much is limited by available time and manpower. We are are a university research group after all. The most up to date documentation can always be found (if not here) in the default.xml configuration file and, of course, in the source files. If something is unclear please dont hesitate to [[Reporting problems\|ask]].''
	== SampleSelector ==		== SampleSelector ==
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	<[[Config:CandidateRanker\|CandidateRanker]] type="[[CandidateRanker#expectedImprovement\|expectedImprovement]]" scaling="none">		<[[Config:CandidateRanker\|CandidateRanker]] type="[[CandidateRanker#expectedImprovement\|expectedImprovement]]" scaling="none">
	</[[Config:CandidateRanker\|CandidateRanker]]>		</[[Config:CandidateRanker\|CandidateRanker]]>
	<[[Config:CandidateRanker\|CandidateRanker]] type="[[CandidateRanker#~~modelDifference~~\|~~modelDifference~~]]" scaling="none"/>		<[[Config:CandidateRanker\|CandidateRanker]] type="[[CandidateRanker#maxvar\|maxvar]]" scaling="none"/>

	<!--		<!--

Icouckuy: AutoConfig for SUMO 6.2

2009-10-02T11:15:37Z

AutoConfig for SUMO 6.2

Show changes

Kcrombec at 13:09, 28 September 2009

2009-09-28T13:09:41Z

← Older revision		Revision as of 13:09, 28 September 2009
Line 1:		Line 1:
	'''~~Generated for SUMO toolbox~~ version 6.1'''.		'''This wiki page is based on version 6.2 of the SUMO Toolbox.'''

	''We are well aware that documentation is not always complete and possibly even out of date in some cases. We try to document everything as best we can but much is limited by available time and manpower. We are are a university research group after all. The most up to date documentation can always be found (if not here) in the default.xml configuration file and, of course, in the source files. If something is unclear please dont hesitate to [[Reporting problems\|ask]].''		''We are well aware that documentation is not always complete and possibly even out of date in some cases. We try to document everything as best we can but much is limited by available time and manpower. We are are a university research group after all. The most up to date documentation can always be found (if not here) in the default.xml configuration file and, of course, in the source files. If something is unclear please dont hesitate to [[Reporting problems\|ask]].''
	== SampleSelector ==		== SampleSelector ==

Icouckuy at 16:13, 17 February 2009

2009-02-17T16:13:55Z

Show changes

Icouckuy at 13:28, 17 July 2008

2008-07-17T13:28:32Z

← Older revision		Revision as of 13:28, 17 July 2008
Line 1:		Line 1:
			'''Generated for SUMO toolbox version 6'''.
			''We are well aware that the list below is incomplete and possibly even out of date in some cases. We try to document everything as best we can but much is limited by available time and manpower. The most up to date documentation can always be found (if not here) in the default.xml configuration file and, of course, in the source files.''
	== SampleSelector ==		== SampleSelector ==

	=== empty ===		=== empty ===
	Dont select any new samples, useful when modeling multiple outputs in ~~parallel.~~		Dont select any new samples, useful when modeling multiple outputs in paralel
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== random ===		=== random ===
	Each sampling iterations new samples are selected randomly.		Each sampling iterations new samples are selected randomly
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== combo ===		=== combo ===
	Allows you combine multiple sample selector algorithms.		Allows you combine multiple sample selector algorithms
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">
Line 42:		Line 44:
	</source>		</source>
	=== delaunay ===		=== delaunay ===
	An adaptive sample selection algorithm that does a trade-off between error and density.		An adaptive sample selection algorithm that does a trade-off between error and density
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false">
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	</source>		</source>
	=== density ===		=== density ===
	A simple density based sample selection algorithm.		A simple density based sample selection algorithm
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== error ===		=== error ===
	An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid.		An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false">
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	</source>		</source>
	=== gradient ===		=== gradient ===
	A highly adaptive sampling algorithm, error and density based.		A highly adaptive sampling algorithm, error and density based
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false">
	<!-- Integer between 2 and 20 -->		<!-- Integer between 2 and 20 -->
	<Option key="neighbourhoodSize" value="2"/>		<Option key="neighbourhoodSize" value="2"/>
			</[[Config:SampleSelector\|SampleSelector]]>
			</source>
			=== autoSampling ===
			A wrapper around another sample selector that filters out the auto-sampled dimensions.
			<source xmlns:saxon="http://icl.com/saxon" lang="xml">
			<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#AutoSamplingSampleSelector\|AutoSamplingSampleSelector]]" combineOutputs="false">

			<!-- The filter function to use. Default = max. -->
			<Option key="function" value="max"/>

			<!-- The sample selector to use for non-auto sampled dimensions. -->
			<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false">
			<Option key="neighbourhoodSize" value="2"/>
			</[[Config:SampleSelector\|SampleSelector]]>

	</[[Config:SampleSelector\|SampleSelector]]>		</[[Config:SampleSelector\|SampleSelector]]>
	</source>		</source>
	=== isc ===		=== isc ===
	A sampling algorithm aimed at optimization problems.		A sampling algorithm aimed at optimization problems
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false">

Kcrombec at 09:05, 24 April 2008

2008-04-24T09:05:22Z

← Older revision		Revision as of 09:05, 24 April 2008
Line 2:		Line 2:

	=== empty ===		=== empty ===
	Dont select any new samples, useful when modeling multiple outputs in ~~paralel~~		Dont select any new samples, useful when modeling multiple outputs in parallel.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== random ===		=== random ===
	Each sampling iterations new samples are selected randomly		Each sampling iterations new samples are selected randomly.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== combo ===		=== combo ===
	Allows you combine multiple sample selector algorithms		Allows you combine multiple sample selector algorithms.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">
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	</source>		</source>
	=== delaunay ===		=== delaunay ===
	An adaptive sample selection algorithm that does a trade-off between error and density		An adaptive sample selection algorithm that does a trade-off between error and density.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false">
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	</source>		</source>
	=== density ===		=== density ===
	A simple density based sample selection algorithm		A simple density based sample selection algorithm.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== error ===		=== error ===
	An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid		An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false">
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	</source>		</source>
	=== gradient ===		=== gradient ===
	A highly adaptive sampling algorithm, error and density based		A highly adaptive sampling algorithm, error and density based.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false">
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	</source>		</source>
	=== isc ===		=== isc ===
	A sampling algorithm aimed at optimization problems		A sampling algorithm aimed at optimization problems.
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false">

Icouckuy at 12:56, 13 February 2008

2008-02-13T12:56:16Z

Show changes

Icouckuy at 09:23, 8 February 2008

2008-02-08T09:23:49Z

Icouckuy at 09:16, 8 February 2008

2008-02-08T09:16:28Z

← Older revision		Revision as of 09:16, 8 February 2008
Line 4:		Line 4:
	Dont select any new samples, useful when modeling multiple outputs in paralel		Dont select any new samples, useful when modeling multiple outputs in paralel
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="empty"~~ type="EmptySampleSelector" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== random ===		=== random ===
	Each sampling iterations new samples are selected randomly		Each sampling iterations new samples are selected randomly
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="random"~~ type="RandomSampleSelector" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== combo ===		=== combo ===
	Allows you combine multiple sample selector algorithms		Allows you combine multiple sample selector algorithms
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="combo"~~ type="CombinedSampleSelector" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">
	<[[Config:SampleSelector\|SampleSelector]] type="RationalPoleSuppressionSampleSelector" combineOutputs="false"></[[Config:SampleSelector\|SampleSelector]]>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:RationalPoleSuppressionSampleSelector\|RationalPoleSuppressionSampleSelector]]" combineOutputs="false"><!-- Currently no options are available, if the model is a rational model, and a
	<[[Config:SampleSelector\|SampleSelector]] type="DelaunaySampleSelector" combineOutputs="false">		- - pole is found (using a simple search strategy), the pole is returned --></[[Config:SampleSelector\|SampleSelector]]>
	<Option key="sampleSelect" value="all"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false"><!-- One of all, data -->
	<Option key="nLastModels" value="2"/>		<Option key="sampleSelect" value="all"/><!-- Integer between 2 and 20 -->
	<Option key="scoreFunction" value="weightedLinear"/>		<Option key="nLastModels" value="2"/><!-- One of densityBased, differenceBased, weightedLinear, weightedGeometric -->
	<Option key="lambda" value="0.5"/>		<Option key="scoreFunction" value="weightedLinear"/><!-- Weighting for weightedLinear -->
	<Option key="mu" value="0.5"/>		<Option key="lambda" value="0.5"/><!-- Weighting for weightedGeometric -->
			<Option key="mu" value="0.5"/><!-- One of none, max, cap, capmax -->
	<Option key="volumeScaling" value="max"/>		<Option key="volumeScaling" value="max"/>
	<Option key="differenceScaling" value="capmax"/>		<Option key="differenceScaling" value="capmax"/><!-- Boolean flag, if set all points closer than snapThreshold to the boundary of
			- - the domain are clipped to the boundary -->
	<Option key="snapToEdge" value="enable"/>		<Option key="snapToEdge" value="enable"/>
	<Option key="snapThreshold" value=".05"/>		<Option key="snapThreshold" value=".05"/>
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	An adaptive sample selection algorithm that does a trade-off between error and density		An adaptive sample selection algorithm that does a trade-off between error and density
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="delaunay"~~ type="DelaunaySampleSelector" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false"><!-- One of all, data -->
	<Option key="sampleSelect" value="all"/>		<Option key="sampleSelect" value="all"/><!-- Integer between 2 and 20 -->
	<Option key="nLastModels" value="2"/>		<Option key="nLastModels" value="2"/><!-- One of densityBased, differenceBased, weightedLinear, weightedGeometric -->
	<Option key="scoreFunction" value="weightedLinear"/>		<Option key="scoreFunction" value="weightedLinear"/>
	<Option key="lambda" value="0.5"/>		<Option key="lambda" value="0.5"/>
	<Option key="mu" value="0.5"/>		<Option key="mu" value="0.5"/><!-- One of none, max, cap, capmax -->
	<Option key="volumeScaling" value="max"/>		<Option key="volumeScaling" value="max"/>
	<Option key="differenceScaling" value="capmax"/>		<Option key="differenceScaling" value="capmax"/><!-- Boolean flag -->
	<Option key="snapToEdge" value="enable"/>		<Option key="snapToEdge" value="enable"/>
	<Option key="snapThreshold" value=".2"/>		<Option key="snapThreshold" value=".2"/>
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	A simple density based sample selection algorithm		A simple density based sample selection algorithm
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="density"~~ type="DensitySampleSelector" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== error ===		=== error ===
	An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid		An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="error"~~ type="ErrorSampleSelector" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false"><!-- Integer between 2 and 20 -->
	<Option key="nLastModels" value="4"/>		<Option key="nLastModels" value="4"/><!-- One of none, max, cap, capmax -->
	<Option key="differenceScaling" value="none"/>		<Option key="differenceScaling" value="none"/><!-- Gridsize to evaluate on, one of int or array of dimension length -->
	<Option key="gridSize" value="50"/>		<Option key="gridSize" value="50"/><!-- Maximum total points to evaluate, distributed over dimensions -->
	<Option key="maxGridSize" value="100000"/>		<Option key="maxGridSize" value="100000"/><!-- Closeness threshold, Double -->
	<Option key="closenessThreshold" value="0.2"/>		<Option key="closenessThreshold" value="0.2"/><!-- Set a % of the maximumSamples to randomly chosen -->
	<Option key="randomPercentage" value="20"/>		<Option key="randomPercentage" value="20"/>
	</[[Config:SampleSelector\|SampleSelector]]>		</[[Config:SampleSelector\|SampleSelector]]>
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	A highly adaptive sampling algorithm, error and density based		A highly adaptive sampling algorithm, error and density based
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="gradient"~~ type="GradientSampleSelector" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false"><!-- Integer between 2 and 20 -->
	<Option key="neighbourhoodSize" value="2"/>		<Option key="neighbourhoodSize" value="2"/>
	</[[Config:SampleSelector\|SampleSelector]]>		</[[Config:SampleSelector\|SampleSelector]]>
Line 71:		Line 73:
	A sampling algorithm aimed at optimization problems		A sampling algorithm aimed at optimization problems
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] ~~id="isc"~~ type="InfillSamplingCriterion" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false"><!-- A criterion determines the interesting regions to sample --><!-- Choose 1 from the following: -->
	<Option key="criterion" value="gei"/>		<Option key="criterion" value="gei"/><!-- generalized expected improvement -->
	<Option key="g" value="1"/>		<Option key="g" value="1"/><!-- balanced local-global search --><!--<Option key="criterion" value="wei" />--><!-- weighted expected improvement --><!--<Option key="w" value="0.5" />--><!-- weight, 0 is global search, 1 is local search --><!--<Option key="criterion" value="ei" />--><!-- expected improvement --><!--<Option key="criterion" value="kushner" />--><!-- kushner --><!--<Option key="eps" value="0.001" />--><!--<Option key="criterion" value="lcb" />--><!-- lower confidence bound function --><!--<Option key="lcb" value="2.0" />--><!--<Option key="criterion" value="maxvar" />--><!-- maximizes variation --><!-- Watson and Barnes criterions --><!--<Option key="criterion" value="wb1" />--><!-- threshold-bounded extreme --><!--<Option key="criterion" value="wb2" />--><!-- regional extreme --><!--<Option key="criterion" value="crowdedness" />--><!-- crowdedness function --><!-- This criterion has to be solved to choose new samples, one can choose the optimizer used here -->
	<[[Config:Optimizer\|Optimizer]] type="DirectOptimizer">		<[[Config:Optimizer\|Optimizer]] type="[[Optimizer:DirectOptimizer\|DirectOptimizer]]">
	<Option key="maxevals" value="1000"/>		<Option key="maxevals" value="1000"/>
	<Option key="maxits" value="300"/>		<Option key="maxits" value="300"/>
	</[[Config:Optimizer\|Optimizer]]>		</[[Config:Optimizer\|Optimizer]]><!--
			<[[Config:Optimizer\|Optimizer]] type="[[Optimizer:MatlabGA\|MatlabGA]]">
			</[[Config:Optimizer\|Optimizer]]>
			--><!-- when debug is 'on' a contour plot of the ISC function is drawn every iteration. --><!-- Together with the current samples and the chosen samples -->
	<Option key="debug" value="off"/>		<Option key="debug" value="off"/>
	</[[Config:SampleSelector\|SampleSelector]]>		</[[Config:SampleSelector\|SampleSelector]]>
	</source>		</source>

← Older revision		Revision as of 09:23, 8 February 2008
Line 4:		Line 4:
	Dont select any new samples, useful when modeling multiple outputs in paralel		Dont select any new samples, useful when modeling multiple outputs in paralel
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#EmptySampleSelector\|EmptySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== random ===		=== random ===
	Each sampling iterations new samples are selected randomly		Each sampling iterations new samples are selected randomly
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#RandomSampleSelector\|RandomSampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== combo ===		=== combo ===
	Allows you combine multiple sample selector algorithms		Allows you combine multiple sample selector algorithms
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#CombinedSampleSelector\|CombinedSampleSelector]]" combineOutputs="false">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:RationalPoleSuppressionSampleSelector\|RationalPoleSuppressionSampleSelector]]" combineOutputs="false"><!-- Currently no options are available, if the model is a rational model, and a		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#RationalPoleSuppressionSampleSelector\|RationalPoleSuppressionSampleSelector]]" combineOutputs="false"><!-- Currently no options are available, if the model is a rational model, and a
	- - pole is found (using a simple search strategy), the pole is returned --></[[Config:SampleSelector\|SampleSelector]]>		- - pole is found (using a simple search strategy), the pole is returned --></[[Config:SampleSelector\|SampleSelector]]>
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false"><!-- One of all, data -->		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false"><!-- One of all, data -->
	<Option key="sampleSelect" value="all"/><!-- Integer between 2 and 20 -->		<Option key="sampleSelect" value="all"/><!-- Integer between 2 and 20 -->
	<Option key="nLastModels" value="2"/><!-- One of densityBased, differenceBased, weightedLinear, weightedGeometric -->		<Option key="nLastModels" value="2"/><!-- One of densityBased, differenceBased, weightedLinear, weightedGeometric -->
Line 34:		Line 34:
	An adaptive sample selection algorithm that does a trade-off between error and density		An adaptive sample selection algorithm that does a trade-off between error and density
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false"><!-- One of all, data -->		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DelaunaySampleSelector\|DelaunaySampleSelector]]" combineOutputs="false"><!-- One of all, data -->
	<Option key="sampleSelect" value="all"/><!-- Integer between 2 and 20 -->		<Option key="sampleSelect" value="all"/><!-- Integer between 2 and 20 -->
	<Option key="nLastModels" value="2"/><!-- One of densityBased, differenceBased, weightedLinear, weightedGeometric -->		<Option key="nLastModels" value="2"/><!-- One of densityBased, differenceBased, weightedLinear, weightedGeometric -->
Line 49:		Line 49:
	A simple density based sample selection algorithm		A simple density based sample selection algorithm
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#DensitySampleSelector\|DensitySampleSelector]]" combineOutputs="false"/>
	</source>		</source>
	=== error ===		=== error ===
	An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid		An adaptive sample selection algorithm (error based), driven by the evaluation of your model on a dense grid
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false"><!-- Integer between 2 and 20 -->		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#ErrorSampleSelector\|ErrorSampleSelector]]" combineOutputs="false"><!-- Integer between 2 and 20 -->
	<Option key="nLastModels" value="4"/><!-- One of none, max, cap, capmax -->		<Option key="nLastModels" value="4"/><!-- One of none, max, cap, capmax -->
	<Option key="differenceScaling" value="none"/><!-- Gridsize to evaluate on, one of int or array of dimension length -->		<Option key="differenceScaling" value="none"/><!-- Gridsize to evaluate on, one of int or array of dimension length -->
Line 66:		Line 66:
	A highly adaptive sampling algorithm, error and density based		A highly adaptive sampling algorithm, error and density based
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false"><!-- Integer between 2 and 20 -->		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#GradientSampleSelector\|GradientSampleSelector]]" combineOutputs="false"><!-- Integer between 2 and 20 -->
	<Option key="neighbourhoodSize" value="2"/>		<Option key="neighbourhoodSize" value="2"/>
	</[[Config:SampleSelector\|SampleSelector]]>		</[[Config:SampleSelector\|SampleSelector]]>
Line 73:		Line 73:
	A sampling algorithm aimed at optimization problems		A sampling algorithm aimed at optimization problems
	<source lang="xml">		<source lang="xml">
	<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector:InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false"><!-- A criterion determines the interesting regions to sample --><!-- Choose 1 from the following: -->		<[[Config:SampleSelector\|SampleSelector]] type="[[SampleSelector#InfillSamplingCriterion\|InfillSamplingCriterion]]" combineOutputs="false"><!-- A criterion determines the interesting regions to sample --><!-- Choose 1 from the following: -->
	<Option key="criterion" value="gei"/><!-- generalized expected improvement -->		<Option key="criterion" value="gei"/><!-- generalized expected improvement -->
	<Option key="g" value="1"/><!-- balanced local-global search --><!--<Option key="criterion" value="wei" />--><!-- weighted expected improvement --><!--<Option key="w" value="0.5" />--><!-- weight, 0 is global search, 1 is local search --><!--<Option key="criterion" value="ei" />--><!-- expected improvement --><!--<Option key="criterion" value="kushner" />--><!-- kushner --><!--<Option key="eps" value="0.001" />--><!--<Option key="criterion" value="lcb" />--><!-- lower confidence bound function --><!--<Option key="lcb" value="2.0" />--><!--<Option key="criterion" value="maxvar" />--><!-- maximizes variation --><!-- Watson and Barnes criterions --><!--<Option key="criterion" value="wb1" />--><!-- threshold-bounded extreme --><!--<Option key="criterion" value="wb2" />--><!-- regional extreme --><!--<Option key="criterion" value="crowdedness" />--><!-- crowdedness function --><!-- This criterion has to be solved to choose new samples, one can choose the optimizer used here -->		<Option key="g" value="1"/><!-- balanced local-global search --><!--<Option key="criterion" value="wei" />--><!-- weighted expected improvement --><!--<Option key="w" value="0.5" />--><!-- weight, 0 is global search, 1 is local search --><!--<Option key="criterion" value="ei" />--><!-- expected improvement --><!--<Option key="criterion" value="kushner" />--><!-- kushner --><!--<Option key="eps" value="0.001" />--><!--<Option key="criterion" value="lcb" />--><!-- lower confidence bound function --><!--<Option key="lcb" value="2.0" />--><!--<Option key="criterion" value="maxvar" />--><!-- maximizes variation --><!-- Watson and Barnes criterions --><!--<Option key="criterion" value="wb1" />--><!-- threshold-bounded extreme --><!--<Option key="criterion" value="wb2" />--><!-- regional extreme --><!--<Option key="criterion" value="crowdedness" />--><!-- crowdedness function --><!-- This criterion has to be solved to choose new samples, one can choose the optimizer used here -->
	<[[Config:Optimizer\|Optimizer]] type="[[Optimizer:DirectOptimizer\|DirectOptimizer]]">		<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#DirectOptimizer\|DirectOptimizer]]">
	<Option key="maxevals" value="1000"/>		<Option key="maxevals" value="1000"/>
	<Option key="maxits" value="300"/>		<Option key="maxits" value="300"/>
	</[[Config:Optimizer\|Optimizer]]><!--		</[[Config:Optimizer\|Optimizer]]><!--
	<[[Config:Optimizer\|Optimizer]] type="[[Optimizer:MatlabGA\|MatlabGA]]">		<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#MatlabGA\|MatlabGA]]">
	</[[Config:Optimizer\|Optimizer]]>		</[[Config:Optimizer\|Optimizer]]>
	--><!-- when debug is 'on' a contour plot of the ISC function is drawn every iteration. --><!-- Together with the current samples and the chosen samples -->		--><!-- when debug is 'on' a contour plot of the ISC function is drawn every iteration. --><!-- Together with the current samples and the chosen samples -->