Design Optimization Under Uncertainty

Hu, Weifei

This book introduces the fundamentals of probability, statistical, and reliability concepts, the classical methods of uncertainty quantification and analytical reliability analysis, and the state-of-the-art approaches of design optimization under uncertainty (e.g., reliability-based design optimization and robust design optimization). The topics include basic concepts of probability and distributions, uncertainty quantification using probabilistic methods, classical reliability analysis methods, time-variant reliability analysis methods, fundamentals of deterministic design optimization, reliability-based design optimization, robust design optimization, other methods of design optimization under uncertainty, and engineering applications of design optimization under uncertainty.

Details

Published by: Springer

Publication Date: 2023-12-23

Format: Hardcover

ISBN-13: 9783031492075

DOI: 10.1007/978-3-031-49208-2

Dimensions: 235cm x155cm

Pages: 274