کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10328134 681631 2005 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Stochastic programming methods in the response surface methodology
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Stochastic programming methods in the response surface methodology
چکیده انگلیسی
Considering the minimisation of an estimated second degree polynomial response surface model as a problem of stochastic programming, this article establishes the equivalent deterministic programs applying the so called E-model, V-model, P-model and minimax methods. Similarly, after observing that some of the solutions by the techniques of stochastic programming coincide with the solution of a multiobjective optimisation problem, this paper proposes two alternative methods for the solution of the stochastic optimisation of a second degree polynomial response surface model: (i) A lexicographic method, and (ii) A method based on distances. An example is solved by means of the described techniques.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computational Statistics & Data Analysis - Volume 49, Issue 3, 1 June 2005, Pages 837-848
نویسندگان
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