Publication result detail

Design Of Experiment Using Simulation Of A Discrete Dynamical System

MAŠEK, J.; FRANTÍK, P.; VOŘECHOVSKÝ, M.

Original Title

Design Of Experiment Using Simulation Of A Discrete Dynamical System

English Title

Design Of Experiment Using Simulation Of A Discrete Dynamical System

Type

Peer-reviewed article not indexed in WoS or Scopus

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.

English 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.

Key words in English

Design of Experiment (DoE), design space, discrete dynamical system, pseudo-particles, mas-sive parallelization.

Authors

MAŠEK, J.; FRANTÍK, P.; VOŘECHOVSKÝ, M.

RIV year

2017

Released

22.12.2016

Publisher

De Gruyter

Book

Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series

ISBN

1804-4824

Periodical

Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series

Volume

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"
}