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Optimization Under Uncertainty with Applications to Aerospace Engineering (Hardcover, 1st ed. 2021)
Loot Price: R4,707
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Optimization Under Uncertainty with Applications to Aerospace Engineering (Hardcover, 1st ed. 2021)
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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.
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