کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1181537 962955 2011 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Supersaturated designs for computer experiments: Comparison of construction methods and new methods of treatment adapted to the high dimensional problem
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
پیش نمایش صفحه اول مقاله
Supersaturated designs for computer experiments: Comparison of construction methods and new methods of treatment adapted to the high dimensional problem
چکیده انگلیسی

In this article, we apply supersaturated strategies to identify active factors in the field of numerical simulation. As the number of simulations is inferior to the number of studied factors, new resolution techniques are proposed and provide excellent results. Indeed, classical supersaturated treatments could not be applied to the high dimensional problem.We show that these designs are well adapted to the high dimensional problem while maintaining the number of simulations at reasonable levels. Very small-sized supersaturated designs show low reliability.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemometrics and Intelligent Laboratory Systems - Volume 105, Issue 2, 15 February 2011, Pages 137–146
نویسندگان
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