Optimization Under Uncertainty with Applications to Aerospace Engineering

Optimization Under Uncertainty with Applications to Aerospace Engineering
Author :
Publisher : Springer Nature
Total Pages : 573
Release :
ISBN-10 : 9783030601669
ISBN-13 : 3030601668
Rating : 4/5 (69 Downloads)

Book Synopsis Optimization Under Uncertainty with Applications to Aerospace Engineering by : Massimiliano Vasile

Download or read book Optimization Under Uncertainty with Applications to Aerospace Engineering written by Massimiliano Vasile and published by Springer Nature. This book was released on 2021-02-15 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Optimization Under Uncertainty with Applications to Aerospace Engineering Related Books

Optimization Under Uncertainty with Applications to Aerospace Engineering
Language: en
Pages: 573
Authors: Massimiliano Vasile
Categories: Science
Type: BOOK - Published: 2021-02-15 - Publisher: Springer Nature

DOWNLOAD EBOOK

In an expanding world with limited resources, optimization and uncertainty quantification have become a necessity when handling complex systems and processes. T
Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications
Language: en
Pages: 448
Authors: Massimiliano Vasile
Categories: Technology & Engineering
Type: BOOK - Published: 2022-01-27 - Publisher: Springer Nature

DOWNLOAD EBOOK

The 2020 International Conference on Uncertainty Quantification & Optimization gathered together internationally renowned researchers in the fields of optimizat
Aerospace System Analysis and Optimization in Uncertainty
Language: en
Pages: 477
Authors: Loïc Brevault
Categories: Mathematics
Type: BOOK - Published: 2020-08-26 - Publisher: Springer Nature

DOWNLOAD EBOOK

Spotlighting the field of Multidisciplinary Design Optimization (MDO), this book illustrates and implements state-of-the-art methodologies within the complex pr
Uncertainty in Engineering
Language: en
Pages: 148
Authors: Louis J. M. Aslett
Categories:
Type: BOOK - Published: 2022 - Publisher: Springer Nature

DOWNLOAD EBOOK

This open access book provides an introduction to uncertainty quantification in engineering. Starting with preliminaries on Bayesian statistics and Monte Carlo
Design Optimization Under Uncertainty
Language: en
Pages: 282
Authors: Weifei Hu
Categories: Mathematics
Type: BOOK - Published: 2023-12-22 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book introduces the fundamentals of probability, statistical, and reliability concepts, the classical methods of uncertainty quantification and analytical