Engineering Design Optimization

Based on course-tested material, this rigorous yet accessible graduate textbook covers both fundamental and advanced optimization theory and algorithms. It covers a wide range of numerical methods and topics, including both gradient-based and gradient-free algorithms, multidisciplinary design optimization, and uncertainty, with instruction on how to determine which algorithm should be used for a given application. It also provides an overview of models and how to prepare them for use with numerical optimization, including derivative computation. Over 400 high-quality visualizations and numerous examples facilitate understanding of the theory, and practical tips address common issues encountered in practical engineering design optimization and how to address them. Numerous end-of-chapter homework problems, progressing in difficulty, help put knowledge into practice. Accompanied online by a solutions manual for instructors and source code for problems, this is ideal for a one- or two-semester graduate course on optimization in aerospace, civil, mechanical, electrical, and chemical engineering departments.

Produktdetails

• Autoren: Ning Andrew Ning, Martins Joaquim R.A. Martins, Joaquim R R a Martins, Joaquim R. a. Martins, Joaquim R. R. A. Martins, Joaquim R. R. A. (University of Michigan Martins, Joaquim R.A. (University of Michigan Martins, Andrew Ning, Andrew (Brigham Young University Ning
• Verlag: Cambridge University Press Academic
• Sprache: Englisch
• Produktform: Fester Einband
• Erschienen: 31.12.2021
• EAN: 9781108833417
• ISBN: 978-1-108-83341-7
• Seiten: 650
• Abmessung: 197 mm x 252 mm x 35 mm
• Themen: Naturwissenschaften, Medizin, Informatik, Technik > Technik > Elektronik, Elektrotechnik, Nachrichtentechnik; Schule und Lernen > Unterrichtsvorbereitung > Berufliche Bildung; Optimization, MATHEMATICS / Optimization, Mechanical Engineering, Technical design, Aerospace & aviation technology, Civil engineering, surveying & building, Automatic control engineering, Aerospace and aviation technology, Civil engineering, surveying and building