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- W2001842014 endingPage "150" @default.
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- W2001842014 abstract "The use of statistical techniques to build approximations of expensive computer analysis codes pervades much of today’s engineering design. These statistical approximations, or metamodels, are used to replace the actual expensive computer analyses, facilitating multidisciplinary, multiobjective optimization and concept exploration. In this paper, we review several of these techniques, including design of experiments, response surface methodology, Taguchi methods, neural networks, inductive learning and kriging. We survey their existing application in engineering design, and then address the dangers of applying traditional statistical techniques to approximate deterministic computer analysis codes. We conclude with recommendations for the appropriate use of statistical approximation techniques in given situations, and how common pitfalls can be avoided." @default.
- W2001842014 created "2016-06-24" @default.
- W2001842014 creator A5015732156 @default.
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- W2001842014 date "2001-07-01" @default.
- W2001842014 modified "2023-10-17" @default.
- W2001842014 title "Metamodels for Computer-based Engineering Design: Survey and recommendations" @default.
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