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. <p> <p> <i>Engineering Design via Surrogate Modelling</i> 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. <p> 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. <p> <p> <i>Engineering Design via Surrogate Modelling</i> 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. <p> <ul> <li>Provides an inclusive and practical guide to using surrogates in engineering design. <li>Presents the fundamentals of building, selecting, validating, searching and refining a surrogate model. <li>Guides the reader through the practical implementation of a surrogate-based design process using a set of case studies from real engineering design challenges. </ul> <p> <b>Accompanied by a companion website featuring Matlab software at</b> <b><u><a href="http://www.wiley.com/go/forrester">http://www.wiley.com/go/forrester</a></u></b>
With AutoCAD 2011, Autodesk enhanced the user interface and improved many drawing functions including annotative dimensions and text. Neither simplistic nor exhaustive, this revised edition of Digital Drawing for Designers teaches the latest version of AutoCAD by relating to what architects and interior designers understand best: the visual world. Beginning with the building blocks of drawing (lines, circles, and arcs), the book progresses through architectural graphic standards allowing students to create drawings and effectively communicate their design ideas. Advanced features - such as annotative dimensions, annotative blocks, express tools, and linking drawings (XREFs) - are also covered. Instructions are illustrated using language and concepts from manual drafting, creating a smooth transition to the digital environment for all designers. New learners will appreciate the step-by-step lessons and visual illustrations. Experienced design professionals can easily access material to refresh their knowledge. Clear, concise, and above all visual, this is the AutoCAD guide written for interior designers and architects. Features: - Updated for AutoCAD 2011: compatible with AutoCAD versions 14 through 2011 - Illustrations depicting tools, functions, the AutoCAD ribbon interface, and keyboard commands - Practice exercises to reinforce each chapter's topics - Clear explanation of drawing and printing with line weight - Quick reference aids: command reference guide, index, and large-type page headers - Companion website features downloads for each chapter, including exercises, plot styles, title blocks, drawing templates, and professional AutoCAD drawings Instructor's Resources: - Instructor's Guide includes course syllabi and chapter outlines, tips for teachers, and problems and assignments to suit the skill levels of both interior design students and new interior designers
Digital media are revolutionising design, both as a tool in design practice and as a way of thinking about design products, processes and systems.
These self-paced courses provide technology users with the training required for proficiency. Presented visually on more than 1,400 slides, and with frequent self-checks to ensure mastery, these tutorials include a convenient navigation system that allows the learners to jump to any specific location.
Why are verticles and reflective symmetry needed to Design a Skyscraper? Find out this an much more in this exciting new title!
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