Title:	FEM based robust design optimization with Agros and Artap
Authors:	Karban, Pavel Pánek, David Orosz, Tamás Petrášová, Iveta Doležel, Ivo
Citation:	KARBAN, P. PÁNEK, D. OROSZ, T. PETRÁŠOVÁ, I. DOLEŽEL, I. FEM based robust design optimization with Agros and Artap. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2021, roč. 81, č. January 2021, SI, s. 618-633. ISSN: 0898-1221
Issue Date:	2021
Publisher:	Elsevier
Document type:	článek article
URI:	2-s2.0-85081218476 http://hdl.handle.net/11025/47747
ISSN:	0898-1221
Keywords in different language:	robust design;numerical solution;optimization techniques;higher-order finite element method;surrogate models;physical fields
Abstract in different language:	Two powerful and versatile code packages (Agros Suite and Artap) are presented for design and optimization of technical devices and systems. Agros Suite represents an environment for numerical solution of systems consisting of partial differential equations (PDEs) of the second order by a higher-order finite element method with a lot of further advanced features such as full adaptivity and selected optimization techniques. Artap is a robust design optimization toolbox that provides a simple and efficient programming environment for a wide-range of optimization methods, integrated and external PDE solvers and well-established machine learning tools. Both packages are described in a sufficient detail and their power is illustrated with solution of three problems from the domain of technical sciences.
Rights:	Plný text je přístupný v rámci univerzity přihlášeným uživatelům. © Elsevier
Appears in Collections:	Články / Articles (RICE) Články / Articles (KEP) OBD

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