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Solving Computationally Expensive Engineering Problems (eBook, PDF)

Methods and Applications

Redaktion: Koziel, Slawomir; Yang, Xin-She; Leifsson, Leifur
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Computational complexity is a serious bottleneck for the design process in virtually any engineering area. While migration from prototyping and experimental-based design validation to verification using computer simulation models is inevitable and has a number of advantages, high computational costs of accurate, high-fidelity simulations can be a major issue that slows down the development of computer-aided design methodologies, particularly those exploiting automated design improvement procedures, e.g., numerical optimization. The continuous increase of available computational resources does ...

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