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| Title = <div style="font-size:200%; padding:.1em;">SUrrogate MOdeling (SUMO) Toolbox</div> | | Title = <div style="font-size:200%; padding:.1em;">SUrrogate MOdeling (SUMO) Toolbox</div> | ||
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| − | The Surrogate Modeling Toolbox (SUMO Toolbox) is a Matlab toolbox that automatically builds accurate [http://en.wikipedia.org/wiki/Surrogate_model surrogate models] (also known as metamodels or [http://en.wikipedia.org/wiki/Response_surface_methodology response surface models]) of a given data source (simulation code, data set, script, ...) within the accuracy and time constraints set by the user. In doing so the toolbox minimizes the number of data points (which it chooses automatically) since they are usually expensive. The toolbox tries to be as adaptive and autonomous as possible, requiring no [http://www. | + | The Surrogate Modeling Toolbox (SUMO Toolbox) is a Matlab toolbox that automatically builds accurate [http://en.wikipedia.org/wiki/Surrogate_model surrogate models] (also known as metamodels or [http://en.wikipedia.org/wiki/Response_surface_methodology response surface models]) of a given data source (simulation code, data set, script, ...) within the accuracy and time constraints set by the user. In doing so the toolbox minimizes the number of data points (which it chooses automatically) since they are usually expensive. The toolbox tries to [http://americanpokerii.com american poker ii] be as adaptive and autonomous as possible, requiring no [http://www.choose-slovakia.com vacation rentals slovakia] user input besides some initial configuration. |
[[Image:metamodel-generation.png|500 px|center|SUMO-Toolbox : Generating an approximation for a reference model]] | [[Image:metamodel-generation.png|500 px|center|SUMO-Toolbox : Generating an approximation for a reference model]] | ||
| − | However, since there is no such thing as a [http://www.merchantos.com/ pos software] ''one-size-fits-all'', the toolbox has been designed to be fully pluggable and extensible using standard [http://en.wikipedia.org/wiki/Object_orientation object oriented] design patterns. Implementations of the different [http://www.diamondlinks.net link building service] components (model types, sampling strategies, model selection criteria, hyperparameter optimization algorithms,...) can be plugged-in, compared, or replaced by custom implementations. In this way the SUMO Toolbox provides a common platform to easily test [http://www.cassetteplayer.org/ Cassette Player] and benchmark different sampling [http:// | + | However, since there is no such thing as a [http://www.merchantos.com/ pos software] ''one-size-fits-all'', the toolbox has been designed to be fully pluggable and extensible using standard [http://en.wikipedia.org/wiki/Object_orientation object oriented] design patterns. Implementations of the different [http://www.diamondlinks.net link building service] components (model types, sampling strategies, model selection criteria, hyperparameter optimization algorithms,...) can be plugged-in, compared, or replaced by custom implementations. In this way the SUMO Toolbox provides a common platform to easily test [http://www.cassetteplayer.org/ Cassette Player] and benchmark different sampling [http://regulipoker.info reguli de poker] and approximation strategies while easily integrating in the engineering design process. [[About|more information....]] |
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Please contact '''tom.dhaene@ugent.be''' | Please contact '''tom.dhaene@ugent.be''' | ||
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| − | * This website is under ongoing construction. Since it is a [http://en.wikipedia.org/wiki/Wiki Wiki], you can help by [[Special:Userlogin|contributing]] | + | * This website is under ongoing construction. Since it is a [http://en.wikipedia.org/wiki/Wiki Wiki], you can help by [http://www.choose-slovakia.com vacation rentals slovakia] [[Special:Userlogin|contributing]] |
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Revision as of 12:18, 1 June 2011
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SUrrogate MOdeling (SUMO) Toolbox |
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The Surrogate Modeling Toolbox (SUMO Toolbox) is a Matlab toolbox that automatically builds accurate surrogate models (also known as metamodels or response surface models) of a given data source (simulation code, data set, script, ...) within the accuracy and time constraints set by the user. In doing so the toolbox minimizes the number of data points (which it chooses automatically) since they are usually expensive. The toolbox tries to american poker ii be as adaptive and autonomous as possible, requiring no vacation rentals slovakia user input besides some initial configuration. 
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We are constantly looking for highly motivated PhD halloween contacts candidates or post-docs, that have a strong interest in one of our research topics. Our research area is highly multidisciplinary, and requires strong mathematical, physical and computer science knowledge cassette player. Please contact tom.dhaene@ugent.be |
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