mloss | Projects that are tagged with metamodeling.

Surrogate Modeling Toolbox 7.0.2

by dgorissen - September 4, 2010, 07:48:59 CET [ ] 35745 views, 9206 downloads, 0 subscriptions

About: The 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 (e.g., simulation code, data set, script, ...) within the accuracy and time constraints set by the user. The toolbox minimizes the number of data points (which it selects automatically) since they are usually expensive.

Changes:

Incremental update, fixing some cosmetic issues, coincides with JMLR publication.

Authors: Dirk Gorissen, Karel Crombecq, Ivo Couckuyt, Tom Dhaene
License: Agpl
Programming Language: Matlab, Java

Operating System: Agnostic
Data Formats: Ascii, Binary, Matlab, Java Arrays, Txt
JMLR-MLOSS Publication: JMLR Page
Tags: Regression, Active Learning, Machine Learning, Metamodeling, Model Selection, Simulation

Search

Manage

Sort by

Filter by

Latest Thoughts

RSS Feed - Blog

RSS Feed - New Software

Surrogate Modeling Toolbox 7.0.2