Engineering Design via Surrogate Modelling: A Practical Guide
5/5
()
About this ebook
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
Related to Engineering Design via Surrogate Modelling
Related ebooks
Automated Vehicles A Complete Guide - 2020 Edition Rating: 0 out of 5 stars0 ratingsUnmanned Aircraft Systems Rating: 0 out of 5 stars0 ratingsPredictive Filtering for Microsatellite Control System Rating: 0 out of 5 stars0 ratingsFrom Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics Rating: 0 out of 5 stars0 ratingsHead-Up Displays Standard Requirements Rating: 0 out of 5 stars0 ratingsSharing Data and Models in Software Engineering Rating: 5 out of 5 stars5/5Spacecraft Attitude Control: A Linear Matrix Inequality Approach Rating: 0 out of 5 stars0 ratingsFluidic Flight Controls: Future Aviation Where Rolling and Pitching without Any Control Surfaces Rating: 0 out of 5 stars0 ratingsActive Aeroelastic Wing: Improve Aircraft Maneuverability at Transonic and Supersonic Speeds Rating: 0 out of 5 stars0 ratingsStabilization and Dynamic of Premixed Swirling Flames: Prevaporized, Stratified, Partially, and Fully Premixed Regimes Rating: 0 out of 5 stars0 ratingsQualitative Reasoning about Physical Systems Rating: 0 out of 5 stars0 ratingsTop-Down Digital VLSI Design: From Architectures to Gate-Level Circuits and FPGAs Rating: 0 out of 5 stars0 ratingsFactorization Methods for Discrete Sequential Estimation Rating: 0 out of 5 stars0 ratingsSpace Flight Dynamics Rating: 0 out of 5 stars0 ratingsMatrix Methods Applied to Engineering Rigid Body Mechanics Rating: 0 out of 5 stars0 ratingsComputer Architecture Rating: 5 out of 5 stars5/5Whirl Flutter of Turboprop Aircraft Structures Rating: 0 out of 5 stars0 ratingsHybrid Electric Vehicle System Modeling and Control Rating: 0 out of 5 stars0 ratingsAutomotive software A Complete Guide - 2019 Edition Rating: 0 out of 5 stars0 ratingsTopological Data Structures for Surfaces: An Introduction to Geographical Information Science Rating: 0 out of 5 stars0 ratingsDefence Electronics: Standards and Quality Assurance Rating: 0 out of 5 stars0 ratingsFault-Tolerant Attitude Control of Spacecraft Rating: 0 out of 5 stars0 ratingsComputational Fluid-Structure Interaction: Methods and Applications Rating: 0 out of 5 stars0 ratingsPath Planning for Vehicles Operating in Uncertain 2D Environments Rating: 0 out of 5 stars0 ratingsHybrid Dynamical Systems: Modeling, Stability, and Robustness Rating: 0 out of 5 stars0 ratingsMulticore DSP: From Algorithms to Real-time Implementation on the TMS320C66x SoC Rating: 0 out of 5 stars0 ratingsUsing HPC for Computational Fluid Dynamics: A Guide to High Performance Computing for CFD Engineers Rating: 0 out of 5 stars0 ratings
Technology & Engineering For You
The Big Book of Hacks: 264 Amazing DIY Tech Projects Rating: 4 out of 5 stars4/5The Big Book of Maker Skills: Tools & Techniques for Building Great Tech Projects Rating: 4 out of 5 stars4/5Artificial Intelligence: A Guide for Thinking Humans Rating: 4 out of 5 stars4/5The Art of War Rating: 4 out of 5 stars4/5The ChatGPT Millionaire Handbook: Make Money Online With the Power of AI Technology Rating: 0 out of 5 stars0 ratings80/20 Principle: The Secret to Working Less and Making More Rating: 5 out of 5 stars5/5Logic Pro X For Dummies Rating: 0 out of 5 stars0 ratingsThe CIA Lockpicking Manual Rating: 5 out of 5 stars5/5The Fast Track to Your Technician Class Ham Radio License: For Exams July 1, 2022 - June 30, 2026 Rating: 5 out of 5 stars5/5Ultralearning: Master Hard Skills, Outsmart the Competition, and Accelerate Your Career Rating: 4 out of 5 stars4/5The 48 Laws of Power in Practice: The 3 Most Powerful Laws & The 4 Indispensable Power Principles Rating: 5 out of 5 stars5/5The Total Inventor's Manual: Transform Your Idea into a Top-Selling Product Rating: 1 out of 5 stars1/5The Total Motorcycling Manual: 291 Essential Skills Rating: 5 out of 5 stars5/5The Art of Tinkering: Meet 150+ Makers Working at the Intersection of Art, Science & Technology Rating: 4 out of 5 stars4/5Electrical Engineering 101: Everything You Should Have Learned in School...but Probably Didn't Rating: 5 out of 5 stars5/5The Systems Thinker: Essential Thinking Skills For Solving Problems, Managing Chaos, Rating: 4 out of 5 stars4/5Broken Money: Why Our Financial System is Failing Us and How We Can Make it Better Rating: 5 out of 5 stars5/5My Inventions: The Autobiography of Nikola Tesla Rating: 4 out of 5 stars4/5The Art of War Rating: 4 out of 5 stars4/5How to Disappear and Live Off the Grid: A CIA Insider's Guide Rating: 0 out of 5 stars0 ratingsNo Nonsense Technician Class License Study Guide: for Tests Given Between July 2018 and June 2022 Rating: 5 out of 5 stars5/5The Invisible Rainbow: A History of Electricity and Life Rating: 4 out of 5 stars4/5The Wuhan Cover-Up: And the Terrifying Bioweapons Arms Race Rating: 0 out of 5 stars0 ratingsUnderstanding Media: The Extensions of Man Rating: 4 out of 5 stars4/5Smart Phone Dumb Phone: Free Yourself from Digital Addiction Rating: 0 out of 5 stars0 ratingsVanderbilt: The Rise and Fall of an American Dynasty Rating: 4 out of 5 stars4/5The Complete Titanic Chronicles: A Night to Remember and The Night Lives On Rating: 4 out of 5 stars4/5
Related categories
Reviews for Engineering Design via Surrogate Modelling
1 rating0 reviews