کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1135182 956091 2009 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Development of an adaptive response surface method for optimization of computation-intensive models
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
Development of an adaptive response surface method for optimization of computation-intensive models
چکیده انگلیسی

In general, optimization techniques involve numerous repeated objective function evaluations. As a consequence, optimization times can become very large depending on the complexity of the model to be optimized. This manuscript describes the development of an adaptive response surface method for optimization of computation-intensive models, capable of reducing optimization times. The response model to be optimized is not built from a pre-defined number of design experiments but is adapted and refined during the optimization routine. Different approximation models are applicable in combination with the developed optimization technique. The proposed optimization technique is evaluated on a standard test problem as well as a finite element model design optimization with multiple parameters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 57, Issue 3, October 2009, Pages 847–855
نویسندگان
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