Application of the multi-generating method to support the quality of smart designs of experiment

Andrzej Skowronek

Application of the multi-generating method to support the quality of smart designs of experiment

Publication date: 04.09.2017

Technical Transactions, 2017, Volume 9 Year 2017 (114), pp. 237-246

https://doi.org/10.4467/2353737XCT.17.164.7176

Authors

Download full text

PDF

Titles

Application of the multi-generating method to support the quality of smart designs of experiment

Abstract

Artykuł przedstawia metodę używaną w procesie generowania elastycznych planów eksperymentu w specjalnym programie komputerowym z zastosowaniem liczb pseudolosowych, których użycie może mieć znaczący wpływ na jakość planów. W celu zwiększenia prawdopodobieństwa wygenerowania planu optymalnego dla ustalonych parametr w generowania planu, zastosowano specjalną metodę, w której generowanych jest wiele planów i wybierany najlepszy na podstawie parametrów tzw. analizy ekwipartycyjnej. Uzyskane wyniki potwierdzają znaczący pozytywny wpływ metody na jakość elastycznych planów eksperymentu.

The article presents a method used in the process of generating smart designs of experiment in a dedicated computer program with the application of pseudo-random numbers, the use of which may have a considerable impact on the quality of generated designs. In order to increase the probability of generating the optimal design for the defined parameters of generating, a special method was applied, in which several designs were generated and the best of them selected, based on the equipartitional analysis parameters. The results confirm a significant positive influence of the analyzed method on the smart design’s quality.

Keywords

elastyczne plany eksperymentu, badania eksperymentalne

References

[1] Montgomery D.C., Design and Analysis of Experiments, John Wiley & Sons, Hoboken 2012.
[2] Hinkelmann K., Kempthorne O., Design and Analysis of Experiments. Volume 1. Introduction to Experimental Design, John Wiley & Sons, Hoboken 2008.
[3] Hinkelmann K., Kempthorne O., Design and Analysis of Experiments. Volume 2. Advanced Experimental Design, John Wiley & Sons, Hoboken 2005.
[4] Polański Z., Empirical research – methodology and computer aiding, [in:] Modern metrology, J. Barzykowski (ed.), WNT (in Polish, Warszawa 2004).
[5] Skowronek A., Optymalizacja procesu generowania elastycznych planów eksperymentu (Optimization the process of generating the flexible designs of experiment), Czasopismo Techniczne, 1-I/2007, 63–74 (in Polish).
[6] Johnson R.A., Bhattacharyya G.K., Statistics: Principles and Methods, John Wiley & Sons, Hoboken 2010.
[7] Sheskin D.J., Handbook of parametric and nonparametric statistical procedures. 3rd ed., Chapman&Hall/CRC, Florida 2004.
[8] Skowronek A., A method of self-adaptation calculating the value of the smart designs ofexperiment generation’s parameter, Polish Journal of Environmental Studies, Vol. 18, No. 3B, 2009, 327–331.
[9] Dixit J.B., Solutions to Programming in C and Numerical Analysis, Laxmi Publications, 2006.

Information

Information: Technical Transactions, 2017, Volume 9 Year 2017 (114), pp. 237-246

DOI: https://doi.org/10.4467/2353737XCT.17.164.7176

Article type: Original article

Titles:

Polish:

Application of the multi-generating method to support the quality of smart designs of experiment

English:

Application of the multi-generating method to support the quality of smart designs of experiment

Authors

Andrzej Skowronek

Institute of Applied Informatics, Faculty of Mechanical Engineering, Cracow University of Technology

Published at: 04.09.2017

Article status: Open

Licence: None

Percentage share of authors:

Andrzej Skowronek (Author) - 100%

Article corrections:

Publication languages:

English

View count: 1479

Number of downloads: 1145

<p> Application of the multi-generating method to support the quality of smart designs of experiment</p>

Download xml