Please use this identifier to cite or link to this item:
http://ir.mu.ac.ke:8080/jspui/handle/123456789/2809
Title: | Construction of Second Order Rotatable Simplex Designs |
Authors: | Otieno-Roche, Emily Koske, Joseph Mutiso, John |
Keywords: | Response Surface Designs Second-Order Rotatable Designs (SORD) Mixture Designs Moment Matrices Central Composite Designs |
Issue Date: | 2017 |
Publisher: | SciencePG |
Abstract: | Rotatable designs are mainly for the exploration of response surfaces. These designs provide the preferred property of constant prediction variance at all points that are equidistant from the design center, thus improving the quality of the prediction. Initially, they were constructed through geometrical configurations and several second order designs were obtained. Full Factorial Design of Experiment provides the most response information about factor main effects and interactions, the process model’s coefficients for all factors and interactions, and when validated, allows process to be optimized. On the other hand, mixture designs are a special case of response surface designs where prediction and optimization are the main goals. These designs usually predict all possible formulations of the ingredients however, little or no research has been done incorporating rotatability with the mixture designs. This paper therefore aims at constructing Rotatable Simplex Designs (RSDs) using the properties of Simplex - Lattice Designs (SLDs) in connection with Full Factorial Designs (FFDs). |
URI: | http://ir.mu.ac.ke:8080/jspui/handle/123456789/2809 |
Appears in Collections: | School of Biological and Physical Sciences |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Emily etal 2017.pdf | 208.32 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.