1. Design of Experiment Using Simulation of a Discrete Dynamical System
- Author
-
Mašek Jan, Frantík Petr, and Vořechovský Miroslav
- Subjects
Design of Experiment (DoE) ,design space ,discrete dynamical system ,pseudo-particles ,massive parallelization ,Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
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.
- Published
- 2016
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