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 a focus on developing computational algorithms for examining waveform design in diverse active sensing applications, this guide is ideal for researchers and practitioners in the field. The three parts conveniently correspond to the three categories of desirable waveform properties: good aperiodic correlations, good periodic correlations and beampattern matching. The book features various application examples of using the newly designed waveforms, including radar imaging, channel estimation for communications, an ultrasound system for breast cancer treatment and covert underwater communications. In addition to numerical results, the authors present theoretical analyses describing lower bounds or limitations of performance. Focusing on formulating practical problems mathematically and solving the mathematical problems using efficient and effective optimization techniques, the text pays particular attention to developing easy-to-use computational approaches. Most algorithms are accompanied by a table clearly detailing iteration steps and corresponding MATLAB codes are available on the companion website.
Written specifically for executives and MBA students, the third edition of this successful textbook provides a step-by-step guide to designing an organization, from diagnosis, to design and implementation. It provides comprehensive coverage of the key aspects of organizational design, including goals, strategy, process, people, coordination, control, and incentives. Following a new diamond model, fully tested in practice, the book guides readers through an integrated methodology for organizational assessment and planning. It includes a new chapter on project managing organizational change on a practical level, new case studies, extended discussions of new organizational forms, architecture design and knowledge systems, and new practical steps for implementation and change. An accompanying website gives free access to a selection of excel models, and features additional case studies, worksheets and templates, and a downloadable questionnaire for analyzing and diagnosing current organizations.
Keep all of your internet website passwords and logins in one location. This journal has hundreds of entry spaces organized from A-Z by letter. There is also plenty of room for notes, network information, and any other computer information that you might need. Buy one for yourself, for family and friends. We have hundreds of unique covers available.
Service design is a holistic, co-creative, and user-centered approach to understanding user behavior for creating or refining services. Use this LITA Guide to help as a toolkit for implementing service design studies and projects at all types of libraries. It begins with directions for how to create a service design team and assembling a user working group for your library and move through the various phases in a service design journey. The authors outline the tools required to gain insights into user behavior and expectation and how to diagnose the difference between a symptom and a problem users face when interacting within the library environment. The guide features a series of examples that the service design team can use to learn how to work with library staff and patrons to find out what current user experience is like and how to refine services to better meet user expectations.
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