Config:Optimizer - Revision history

Mnguyen at 16:25, 30 January 2012

2012-01-30T16:25:55Z

← Older revision		Revision as of 16:25, 30 January 2012
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	This page lists some optimizer configurations that can be used in conjunction with OptimizerModelBuilder <AdaptiveModelBuilder>.		This page lists some optimizer configurations that can be used in conjunction with OptimizerModelBuilder <AdaptiveModelBuilder> to find the best hyperparameters (= model parameters) for you problem.

	'''Generated for SUMO toolbox version 7.0'''.		'''Generated for SUMO toolbox version 7.0'''.

Mnguyen at 16:25, 30 January 2012

2012-01-30T16:25:15Z

← Older revision		Revision as of 16:25, 30 January 2012
Line 1:		Line 1:
			This page lists some optimizer configurations that can be used in conjunction with OptimizerModelBuilder <AdaptiveModelBuilder>.

	'''Generated for SUMO toolbox version 7.0'''.		'''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	''We are well aware that documentation is not always complete and possibly even out of date in some cases.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		''We are well aware that documentation is not always complete and possibly even out of date in some cases.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]].''

Icouckuy: AutoConfig for SUMO 6.2

2010-03-25T10:32:15Z

AutoConfig for SUMO 6.2

← Older revision		Revision as of 10:32, 25 March 2010
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	'''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	''We are well aware that documentation is not always complete and possibly even out of date in some cases.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]].''
	== Optimizer ==		== Optimizer ==

Icouckuy: AutoConfig for SUMO 6.2

2009-10-02T11:51:40Z

AutoConfig for SUMO 6.2

← Older revision		Revision as of 11:51, 2 October 2009
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	=== directOptimizer ===		=== directOptimizer ===
	DIRECT ~~optimizer~~		The DIviding RECtangles (DIRECT) optimization technique of Donald D. R. Jones
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#DirectOptimizer\|DirectOptimizer]]">		<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#DirectOptimizer\|DirectOptimizer]]">
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	</source>		</source>
	=== patternsearch ===		=== patternsearch ===
	Matlab~~'s pattern~~ search		Matlab Pattern search (patternsearch function of Matlab Direct Search toolbox)
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#MatlabPatternSearch\|MatlabPatternSearch]]">		<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#MatlabPatternSearch\|MatlabPatternSearch]]">
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	</source>		</source>
	=== fminconWithDerivatives ===		=== fminconWithDerivatives ===
	~~Another optimizer~~ (used by kriging ~~components~~ in ~~this file~~)		Matlab fmincon (Active-set) using derivative information (used for kriging models in SUMO-toolbox)
	<source xmlns:saxon="http://icl.com/saxon" lang="xml">		<source xmlns:saxon="http://icl.com/saxon" lang="xml">
	<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#MatlabOptimizer\|MatlabOptimizer]]">		<[[Config:Optimizer\|Optimizer]] type="[[Optimizer#MatlabOptimizer\|MatlabOptimizer]]">

Icouckuy: AutoConfig for SUMO 6.2

2009-10-02T11:15:34Z

AutoConfig for SUMO 6.2

New page

'''Generated for SUMO toolbox version 6.2'''.
''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]].''
== Optimizer ==

=== directOptimizer ===
DIRECT optimizer
<source xmlns:saxon="http://icl.com/saxon" lang="xml">
<[[Config:Optimizer|Optimizer]] type="[[Optimizer#DirectOptimizer|DirectOptimizer]]">
<Option key="maxevals" value="1000"/>
<Option key="maxits" value="300"/>
</[[Config:Optimizer|Optimizer]]>
</source>
=== patternsearch ===
Matlab's pattern search
<source xmlns:saxon="http://icl.com/saxon" lang="xml">
<[[Config:Optimizer|Optimizer]] type="[[Optimizer#MatlabPatternSearch|MatlabPatternSearch]]">
<Option key="maxIterations" value="500"/>
<Option key="maxFunEvals" value="1000"/>
</[[Config:Optimizer|Optimizer]]>
</source>
=== fminconWithDerivatives ===
Another optimizer (used by kriging components in this file)
<source xmlns:saxon="http://icl.com/saxon" lang="xml">
<[[Config:Optimizer|Optimizer]] type="[[Optimizer#MatlabOptimizer|MatlabOptimizer]]">
<Option key="gradobj" value="on"/>
<Option key="derivativecheck" value="off"/>
<Option key="diagnostics" value="off"/>
<Option key="algorithm" value="active-set"/>
</[[Config:Optimizer|Optimizer]]>
</source>