| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 4977974 | Advances in Engineering Software | 2016 | 11 Pages |
Abstract
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.
Related Topics
Physical Sciences and Engineering
Computer Science
Software
Authors
Mikhail Belyaev, Evgeny Burnaev, Ermek Kapushev, Maxim Panov, Pavel Prikhodko, Dmitry Vetrov, Dmitry Yarotsky,