Optimization Under Uncertainty with Applications to Aerospace Engineering - - 書籍 - Springer Nature Switzerland AG - 9783030601652 - 2021年2月16日
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Optimization Under Uncertainty with Applications to Aerospace Engineering 2021 edition

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In an expanding world with limited resources, optimization and uncertainty quantification have become a necessity when handling complex systems and processes. This book provides the foundational material necessary for those who wish to embark on advanced research at the limits of computability, collecting together lecture material from leading experts across the topics of optimization, uncertainty quantification and aerospace engineering.

The aerospace sector in particular has stringent performance requirements on highly complex systems, for which solutions are expected to be optimal and reliable at the same time. The text covers a wide range of techniques and methods, from polynomial chaos expansions for uncertainty quantification to Bayesian and Imprecise Probability theories, and from Markov chains to surrogate models based on Gaussian processes. The book will serve as a valuable tool for practitioners, researchers and PhD students.

573 pages, 121 Tables, color; 108 Illustrations, color; 47 Illustrations, black and white; VI, 573 p

メディア 書籍     Hardcover Book   (ハードカバー付きの本)
リリース済み 2021年2月16日
ISBN13 9783030601652
出版社 Springer Nature Switzerland AG
ページ数 573
寸法 150 × 220 × 20 mm   ·   984 g
言語 ドイツ語  
編集者 Vasile, Massimiliano

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