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Regular version of the site

Article

GTApprox: Surrogate modeling for industrial design

Advances in Engineering Software. 2016. Vol. 102. P. 29-39.
Panov M., Evgeny Burnaev, Yarotsky D., Belyaev M., Kapushev E., Vetrov D., Pavel Prikhodko.

We describe GTApprox — a new tool for medium-scale surrogate modeling in industrial design. Compared to existing software, GTApprox brings several innovations: a few novel approximation algorithms, several advanced methods of automated model selection, novel options in the form of hints. We demonstrate the efficiency of GTApprox on a large collection of test problems. In addition, we describe several applications of GTApprox to real engineering problems.