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 be as adaptive and autonomous as possible, requiring no user input besides some initial configuration.
References in zbMATH (referenced in 1 article )
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- De Tommasi, Luciano; Beelen, Theo G.J.; Sevat, Marcel F.; Rommes, Joost; ter Maten, E.Jan W.: Multi-objective optimization of RF circuit blocks via surrogate models and NBI and SPEA2 methods (2012)