Title

Selecting A Best Two-Level 16-Run Screening Design From The Catalog Of Nonisomorphic Regular And Nonregular Designs For Six To Eight Factors

Keywords

alias patterns; design generators; desirability functions; nondominated designs; Pareto front optimization; supersaturated designs

Abstract

When exploring first-order models including two-factor interactions for six to eight factors using a 16-run design, there are many possible model choices. Building on the Johnson and Jones (2010) catalog of the nonisomorphic regular and nonregular design alternatives, we summarize which of these design options are most promising based on two common design criteria. The Pareto fronts based on the criteria E(s2) and tr(AA ′) suggest that only a handful of the possible designs should be considered further, and the best design depends on the relative emphasis given each of the two criteria. This article considers each case of six, seven, and eight factors for 16-run two-level designs and provides numerical and graphical comparisons between the alternatives to highlight the merits of the leading candidates. © 2014 Taylor and Francis Group, LLC.

Publication Date

7-3-2014

Publication Title

Quality Engineering

Volume

26

Issue

3

Number of Pages

269-284

Document Type

Article

Personal Identifier

scopus

DOI Link

https://doi.org/10.1080/08982112.2013.854903

Socpus ID

84901686047 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/84901686047

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