Ebook Engineering Design via Surrogate Modelling A Practical Guide

[Ebook.Kv0S] Engineering Design via Surrogate Modelling A Practical Guide



[Ebook.Kv0S] Engineering Design via Surrogate Modelling A Practical Guide

[Ebook.Kv0S] Engineering Design via Surrogate Modelling A Practical Guide

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[Ebook.Kv0S] Engineering Design via Surrogate Modelling A Practical Guide

Surrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. They provide a global model of some metric of a design (such as weight, aerodynamic drag, cost, etc.), which can then be optimized efficiently. Engineering Design via Surrogate Modelling is a self-contained guide to surrogate models and their use in engineering design. The fundamentals of building, selecting, validating, searching and refining a surrogate are presented in a manner accessible to novices in the field. Figures are used liberally to explain the key concepts and clearly show the differences between the various techniques, as well as to emphasize the intuitive nature of the conceptual and mathematical reasoning behind them. 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. This collection of advanced concepts (visualization, constraint handling, coping with noisy data, gradient-enhanced modelling, multi-fidelity analysis and multiple objectives) represents an invaluable reference manual for engineers and researchers active in the area. Engineering Design via Surrogate Modelling is complemented by a suite of Matlab codes, allowing the reader to apply all the techniques presented to their own design problems. By applying statistical modelling to engineering design, this book bridges the wide gap between the engineering and statistics communities. It will appeal to postgraduates and researchers across the academic engineering design community as well as practising design engineers. Provides an inclusive and practical guide to using surrogates in engineering design. Presents the fundamentals of building, selecting, validating, searching and refining a surrogate model. Guides the reader through the practical implementation of a surrogate-based design process using a set of case studies from real engineering design challenges. Accompanied by a companion website featuring Matlab software at http://www.wiley.com/go/forrester Engineering Design via Surrogate Modelling A Practical Guide Engineering Design via Surrogate Modelling A Practical Guide Engineering Design via Surrogate Modelling is a self modelling to engineering design Engineering Design via Surrogate Modelling: A Practical Guide Buy Engineering Design via Surrogate Modelling: A Practical Guide on modelling to engineering design Engineering Design via Surrogate Modelling is Engineering Design via Surrogate Modelling - A Practical Engineering design problems requiring the forcing the surrogate model to make far Engineering Design via Surrogate Modelling - A Practical Guide Engineering Design via Surrogate Modelling: A Practical Engineering Design via Surrogate Modelling: A Practical Guide Engineering Design via Surrogate Modelling is a modelling to engineering design Engineering Design Via Surrogate Modelling: A Practical Shop Engineering Design Via Surrogate Modelling: Engineering Design Via Surrogate Modelling: A Practical Guide Hardcover modelling to engineering design Engineering design via surrogate modelling : a practical Engineering design via surrogate modelling : a practical guide and researchers active in the area"Engineering Design via Surrogate Modelling" is complemented ENGINEERING DESIGN VIA SURROGATE MODELLING A PRACTICAL GUIDE engineering design via surrogate modelling a practical guide related engineering design via surrogate modelling a practical guide free ebooks Engineering design via surrogate modelling: a practical Engineering design via surrogate modelling: a practical Andy (2008) Engineering design via surrogate modelling: a practical guide Chichester UK Wiley Engineering Design via Surrogate Modelling: A Practical Engineering Design via Surrogate Modelling: A Practical Guide; Engineering Design via Dr Alexander I J Forrester is Lecturer in Engineering Design at the Engineering Design via Surrogate Modelling: A Practical Guide Engineering Design via Surrogate Modelling is a searching and refining a surrogate model Engineering Design via Surrogate Modelling: A Practical Guide
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