[PDF.72eg] Surrogate-Based Modeling and Optimization: Applications in Engineering

Surrogate-Based Modeling and Optimization: Applications in Engineering

[PDF.oe23] Surrogate-Based Modeling and Optimization: Applications in Engineering

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 | #6027489 in Books |  2013-06-06 | Original language:English | PDF # 1 |  9.20 x1.10 x6.20l,1.60 | File type: PDF | 412 pages

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Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, even more importantly, to adjust parameters of the system to have it meet given performance requirements. Unfortunately, accurate simulations are often computationally very expensive with evaluation times as long as hours or even days per design, making design automation using conventional methods impractical. The...

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