Hidden Bibliographic Details
| Other authors / contributors: | Vasile, Massimiliano, editor.
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| ISBN: | 9783030601669
3030601668
9783030601652
303060165X
9783030601676
3030601676
9783030601683
3030601684
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| Digital file characteristics: | text file PDF
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| Notes: | Includes bibliographical references.
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Online resource; title from PDF title page (SpringerLink, viewed April 2, 2021).
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| Summary: | 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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| Other form: | Printed edition: 9783030601652
Printed edition: 9783030601676
Printed edition: 9783030601683
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| Standard no.: | 10.1007/978-3-030-60166-9
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