New approaches on composite designs for Response Surface Methodology

Recent attention has increasingly focused on the significance of Definitive Screening Designs (DSDs), originally introduced by Jones and Nachtsheim (2011), as a compelling alternative to traditional designs bib Response Surface Methodology (RSM). This paper introduces two novel composite techniques...

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Bibliographic Details
Published in:PloS one 2024-04, Vol.19 (4), p.e0301049-e0301049
Main Authors: Athanasaki, Despina E, Georgiou, Stelios D, Stylianou, Stella
Format: Article
Language:English
Subjects:
Analysis
Book publishing
Engineering and Technology
Methods
People and Places
Physical Sciences
Regression analysis
Research and Analysis Methods
Science Policy
Social Sciences
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Summary:Recent attention has increasingly focused on the significance of Definitive Screening Designs (DSDs), originally introduced by Jones and Nachtsheim (2011), as a compelling alternative to traditional designs bib Response Surface Methodology (RSM). This paper introduces two novel composite techniques aimed at enhancing design efficiency and elevating D-values. By utilizing orthogonal matrices and integrating axial components from either simple orthogonal designs or the block orthogonal designs detailed in the work of Alrweili et al. (2020), new design matrices are constructed based on established composite design principles. Notably, the novel designs presented in this manuscript surpass previously documented designs in the existing literature in terms of design efficiency and robustness.
ISSN:1932-6203
1932-6203
DOI:10.1371/journal.pone.0301049