Design of Experiment Using Simulation of a Discrete Dynamical System
The topic of the presented paper is a promising approach to achieve optimal Design of Experiment (DoE), i.e. spreading of points within a design domain, using a simulation of a discrete dynamical system of interacting particles within an n-dimensional design space. The system of mutually repelling p...
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| Format: | Article |
| Language: | English |
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VŠB-Technical University of Ostrava, Faculty of Civil Engineering
2016-12-01
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| Series: | Transactions of the VŠB: Technical University of Ostrava, Civil Engineering Series |
| Subjects: | |
| Online Access: | http://www.degruyter.com/view/j/tvsb.2016.16.issue-2/tvsb-2016-0023/tvsb-2016-0023.xml?format=INT |
| _version_ | 1797817242702839808 |
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| author | Mašek Jan Frantík Petr Vořechovský Miroslav |
| author_facet | Mašek Jan Frantík Petr Vořechovský Miroslav |
| author_sort | Mašek Jan |
| collection | DOAJ |
| description | The topic of the presented paper is a promising approach to achieve optimal Design of Experiment (DoE), i.e. spreading of points within a design domain, using a simulation of a discrete dynamical 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 approaches to implementation: a single-thread process using the JAVA language environment and a massively parallel solution employing the nVidia CUDA platform. |
| first_indexed | 2024-03-13T08:50:25Z |
| format | Article |
| id | doaj.art-ad64fe0a4be747b1a8f5fe62f3a90577 |
| institution | Directory Open Access Journal |
| issn | 1804-4824 |
| language | English |
| last_indexed | 2024-03-13T08:50:25Z |
| publishDate | 2016-12-01 |
| publisher | VŠB-Technical University of Ostrava, Faculty of Civil Engineering |
| record_format | Article |
| series | Transactions of the VŠB: Technical University of Ostrava, Civil Engineering Series |
| spelling | doaj.art-ad64fe0a4be747b1a8f5fe62f3a905772023-05-29T13:15:28ZengVŠB-Technical University of Ostrava, Faculty of Civil EngineeringTransactions of the VŠB: Technical University of Ostrava, Civil Engineering Series1804-48242016-12-0116212513410.1515/tvsb-2016-0023tvsb-2016-0023Design of Experiment Using Simulation of a Discrete Dynamical SystemMašek Jan0Frantík Petr1Vořechovský Miroslav2Department of Structural Mechanics, Faculty of Civil Engineering, Brno University of Technology, Veveří 331/95 602 00 Brno, aPh.D., Department of Structural Mechanics, Faculty of Civil Engineering, Brno University of Technology, Veveří 331/95 602 00 Brno, aPh.D., Department of Structural Mechanics, Faculty of Civil Engineering, Brno University of Technology, Veveří 331/95 602 00 Brno, aThe topic of the presented paper is a promising approach to achieve optimal Design of Experiment (DoE), i.e. spreading of points within a design domain, using a simulation of a discrete dynamical 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 approaches to implementation: a single-thread process using the JAVA language environment and a massively parallel solution employing the nVidia CUDA platform.http://www.degruyter.com/view/j/tvsb.2016.16.issue-2/tvsb-2016-0023/tvsb-2016-0023.xml?format=INTDesign of Experiment (DoE)design spacediscrete dynamical systempseudo-particlesmassive parallelization |
| spellingShingle | Mašek Jan Frantík Petr Vořechovský Miroslav Design of Experiment Using Simulation of a Discrete Dynamical System Transactions of the VŠB: Technical University of Ostrava, Civil Engineering Series Design of Experiment (DoE) design space discrete dynamical system pseudo-particles massive parallelization |
| title | Design of Experiment Using Simulation of a Discrete Dynamical System |
| title_full | Design of Experiment Using Simulation of a Discrete Dynamical System |
| title_fullStr | Design of Experiment Using Simulation of a Discrete Dynamical System |
| title_full_unstemmed | Design of Experiment Using Simulation of a Discrete Dynamical System |
| title_short | Design of Experiment Using Simulation of a Discrete Dynamical System |
| title_sort | design of experiment using simulation of a discrete dynamical system |
| topic | Design of Experiment (DoE) design space discrete dynamical system pseudo-particles massive parallelization |
| url | http://www.degruyter.com/view/j/tvsb.2016.16.issue-2/tvsb-2016-0023/tvsb-2016-0023.xml?format=INT |
| work_keys_str_mv | AT masekjan designofexperimentusingsimulationofadiscretedynamicalsystem AT frantikpetr designofexperimentusingsimulationofadiscretedynamicalsystem AT vorechovskymiroslav designofexperimentusingsimulationofadiscretedynamicalsystem |