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MAŠEK, J. FRANTÍK, P. VOŘECHOVSKÝ, M.
Original Title
Design Of Experiment Using Simulation Of A Discrete Dynamical System
Type
journal article - other
Language
English
Original Abstract
The topic of the presented paper is a promising approach to achieve optimal Design of Exper-iment (DoE), i.e. spreading of points within a design domain, using a simulation of a discrete dynam-ical system of interacting particles within an n-dimensional design space. The system of mutually repelling particles represents a physical analogy of the Audze-Eglājs (AE) optimization criterion and its periodical modification (PAE), respectively. The paper compares the performance of two ap-proaches to implementation: a single-thread process using the JAVA language environment and a massively parallel solution employing the nVidia CUDA platform.
Keywords
Design of Experiment (DoE), design space, discrete dynamical system, pseudo-particles, mas-sive parallelization.
Authors
MAŠEK, J.; FRANTÍK, P.; VOŘECHOVSKÝ, M.
Released
22. 12. 2016
Publisher
De Gruyter
ISBN
1804-4824
Periodical
Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series
Year of study
16
Number
2
State
Czech Republic
Pages from
125
Pages to
134
Pages count
10
URL
http://www.degruyter.com/view/j/tvsb.2016.16.issue-2/tvsb-2016-0023/tvsb-2016-0023.xml?format=INT
BibTex
@article{BUT132229, author="Jan {Mašek} and Petr {Frantík} and Miroslav {Vořechovský}", title="Design Of Experiment Using Simulation Of A Discrete Dynamical System", journal="Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series", year="2016", volume="16", number="2", pages="125--134", doi="10.1515/tvsb-2016-0023", issn="1804-4824", url="http://www.degruyter.com/view/j/tvsb.2016.16.issue-2/tvsb-2016-0023/tvsb-2016-0023.xml?format=INT" }