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Technometrics Volume 22, 1980 - Issue 3
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Original Articles

A Comparison of Algorithms for Constructing Exact D-Optimal Designs

R. Dennis Cook Department of Applied Statistics, University of Minnesota, St. Paul, MN, 55 108
&
Christopher J. Nachtrheim Statistics Group, Los Alamos Scientific Laboratory, Los Alamos, NM, 87545
Pages 315-324 | Published online: 23 Mar 2012
 
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Abstract

An empirical comparison of existing algorithms for the computer generation of exact D-optimal experimental designs is carried out. Among algorithms considered were those due to Wyrnn, Mitchell, Fedorov, and Van Schalkwyk. A procedure for rounding off approximate designs as suggested by Kiefer is also evaluated. A modification of the Fedorov algorithm is given and shown to effect substantial decreases in the computer time required for design generation.

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