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https://hdl.handle.net/1959.11/9803
Title: | Computer-Generated Experimental Designs for Irregular-Shaped Regions | Contributor(s): | Nguyen, Nam-Ky (author); Piepel, GF (author) | Publication Date: | 2005 | Handle Link: | https://hdl.handle.net/1959.11/9803 | Abstract: | This paper focuses on the construction of computer-generated designs on irregularly-shaped, constrained regions. Overviews of the Fedorov exchange algorithm (FEA) and other exchange algorithms for the construction of D-optimal designs are given. A faster implementation of the FEA is presented, which is referred to as fast-FEA (denoted FFEA). The FFEA was applied to construct D-optimal designs for several published examples with constrained experimental regions. Designs resulting from the FFEA are more D-efficient than published designs, and provide benchmarks for future comparisons of design construction algorithms. The construction of G-optimal designs for constrained regions is also discussed and illustrated with a published example. | Publication Type: | Journal Article | Source of Publication: | Quality Technology and Quantitative Management, 2(2), p. 147-160 | Publisher: | National Chiao Tung University Press | Place of Publication: | Taiwan | ISSN: | 1811-4857 1684-3703 |
Fields of Research (FoR) 2008: | 010401 Applied Statistics | Socio-Economic Objective (SEO) 2008: | 970101 Expanding Knowledge in the Mathematical Sciences | Peer Reviewed: | Yes | HERDC Category Description: | C1 Refereed Article in a Scholarly Journal | Publisher/associated links: | http://web.it.nctu.edu.tw/~qtqm/qtqmpapers/2005V2N2/2005V2N2_F2.pdf |
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Appears in Collections: | Journal Article |
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