Engineering Design via Surrogate Modelling: A Practical Guide by Andras Sobester, Andy Keane, Alexander Forrester (Hardcover, 2008)

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Surrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. More advanced and recent concepts are each presented in stand-alone chapters, allowing the reader to concentrate on material pertinent to their current design problem, and concepts are clearly demonstrated using simple design problems.