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Title | Optimization Under Uncertainty with Applications to Aerospace Engineering |
Author(s) | Vasile, Massimiliano |
Publication | Cham, Springer International Publishing, 2021. |
Description | VI, 573 p. 155 illus., 108 illus. in color : online resource |
Abstract Note | 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 |
ISBN,Price | 9783030601669 |
Keyword(s) | 1. Aerospace engineering
2. Aerospace Technology and Astronautics
3. ASTRONAUTICS
4. ASTRONOMY
5. Astronomy, Cosmology and Space Sciences
6. Computational Science and Engineering
7. EBOOK
8. EBOOK - SPRINGER
9. ENGINEERING MATHEMATICS
10. Engineering???Data processing
11. Mathematical and Computational Engineering Applications
12. MATHEMATICAL OPTIMIZATION
13. Mathematics???Data processing
14. OPTIMIZATION
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Item Type | eBook |
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Circulation Data
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Call# | Status | Issued To | Return Due On | Physical Location |
I11723 |
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