✦ LIBER ✦

Design of economical noise array experiments for a partially controlled simulation environment

✍ Scribed by Gülser Köksal; Yahya Fathi

Book ID: 104329177
Publisher: Elsevier Science
Year: 1998
Tongue: English
Weight: 259 KB
Volume: 35
Category: Article
ISSN: 0360-8352
DOI: 10.1016/s0360-8352(98)00157-0

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✦ Synopsis

Design of economical experiments for estimation of a response function's moments in a partially controlled laboratory enviroment is studied. The noise factors affecting the response are assumed to be statistically independent and normally distributed. It is also assumed that if a factor is set to a specific level in the experimentation, its actual value is also a normally distributed random variable with a smaller variance. Experimental design levels of the factors are found by matching first few moments of the response ftmction calculated from the distributions of the factors, with the moments of that calculated from the distributions of the experimental values of the factors. These levels are evaluated with regard to the performance of appropriate moment estimators of the response. Suggestions are made as to which levels and experimental design should be used for different degrees of control in the experimentation environment.

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