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Difference between revisions of "Surrogate modeling" - Rave Documentation

Difference between revisions of "Surrogate modeling"

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(Created page with "'''Surrogate modeling''' refers to the process of creating a function from data that approximates the relation underlying the data. For example if you have a data set with two...")
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Revision as of 16:31, 22 August 2013

Surrogate modeling refers to the process of creating a function from data that approximates the relation underlying the data. For example if you have a data set with two variables, Height and Weight, you could create a surrogate model Weight = f(Height) so that given you data for Height, you can generate corresponding values of Weight.

Surrogate modeling is used for:

  • Enabling capabilities that depend on functional variables, such as optimization and continuous visualization
  • Speeding up calculations: surrogate models are generally fast, relatively simple mathematical expressions that can be evaluated almost instantly.
  • And more...

Deprecated: header(): Passing null to parameter #3 ($response_code) of type int is deprecated in /var/www/vhosts/rave.gatech.edu/httpdocs/help/includes/WebResponse.php on line 37

Deprecated: header(): Passing null to parameter #3 ($response_code) of type int is deprecated in /var/www/vhosts/rave.gatech.edu/httpdocs/help/includes/WebResponse.php on line 37

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