Optimization Under Uncertainty with Applications to Aerospace Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Optimization Under Uncertainty with Applications to Aerospace Engineering write by Massimiliano Vasile. This book was released on 2021-02-15. Optimization Under Uncertainty with Applications to Aerospace Engineering available in PDF, EPUB and Kindle. 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.
Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications
Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications write by Massimiliano Vasile. This book was released on 2022-01-27. Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications available in PDF, EPUB and Kindle. The 2020 International Conference on Uncertainty Quantification & Optimization gathered together internationally renowned researchers in the fields of optimization and uncertainty quantification. The resulting proceedings cover all related aspects of computational uncertainty management and optimization, with particular emphasis on aerospace engineering problems. The book contributions are organized under four major themes: Applications of Uncertainty in Aerospace & Engineering Imprecise Probability, Theory and Applications Robust and Reliability-Based Design Optimisation in Aerospace Engineering Uncertainty Quantification, Identification and Calibration in Aerospace Models This proceedings volume is useful across disciplines, as it brings the expertise of theoretical and application researchers together in a unified framework.
Aerospace System Analysis and Optimization in Uncertainty
Aerospace System Analysis and Optimization in Uncertainty - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Aerospace System Analysis and Optimization in Uncertainty write by Loïc Brevault. This book was released on 2020-08-26. Aerospace System Analysis and Optimization in Uncertainty available in PDF, EPUB and Kindle. Spotlighting the field of Multidisciplinary Design Optimization (MDO), this book illustrates and implements state-of-the-art methodologies within the complex process of aerospace system design under uncertainties. The book provides approaches to integrating a multitude of components and constraints with the ultimate goal of reducing design cycles. Insights on a vast assortment of problems are provided, including discipline modeling, sensitivity analysis, uncertainty propagation, reliability analysis, and global multidisciplinary optimization. The extensive range of topics covered include areas of current open research. This Work is destined to become a fundamental reference for aerospace systems engineers, researchers, as well as for practitioners and engineers working in areas of optimization and uncertainty. Part I is largely comprised of fundamentals. Part II presents methodologies for single discipline problems with a review of existing uncertainty propagation, reliability analysis, and optimization techniques. Part III is dedicated to the uncertainty-based MDO and related issues. Part IV deals with three MDO related issues: the multifidelity, the multi-objective optimization and the mixed continuous/discrete optimization and Part V is devoted to test cases for aerospace vehicle design.
Uncertainty in Engineering
Uncertainty in Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Uncertainty in Engineering write by Louis J. M. Aslett. This book was released on 2022. Uncertainty in Engineering available in PDF, EPUB and Kindle. This open access book provides an introduction to uncertainty quantification in engineering. Starting with preliminaries on Bayesian statistics and Monte Carlo methods, followed by material on imprecise probabilities, it then focuses on reliability theory and simulation methods for complex systems. The final two chapters discuss various aspects of aerospace engineering, considering stochastic model updating from an imprecise Bayesian perspective, and uncertainty quantification for aerospace flight modelling. Written by experts in the subject, and based on lectures given at the Second Training School of the European Research and Training Network UTOPIAE (Uncertainty Treatment and Optimization in Aerospace Engineering), which took place at Durham University (United Kingdom) from 2 to 6 July 2018, the book offers an essential resource for students as well as scientists and practitioners.
Effective Formulations of Optimization Under Uncertainty for Aerospace Design
Effective Formulations of Optimization Under Uncertainty for Aerospace Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Effective Formulations of Optimization Under Uncertainty for Aerospace Design write by Laurence William Cook. This book was released on 2018. Effective Formulations of Optimization Under Uncertainty for Aerospace Design available in PDF, EPUB and Kindle.
