Design Optimization Under Uncertainty

This book introduces the fundamental concepts of probability and reliability, the classical methods of uncertainty modelling, time-dependent and time-independent reliability analysis methods, model verification and validation, two main categories of design optimization under uncertainty (DOUU) metho...

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Hlavní autor: Hu, Weifei (Autor)
Korporativní autor: SpringerLink (Online service)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing : Imprint: Springer, 2023.
Vydání:1st ed. 2023.
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On-line přístup:https://doi.org/10.1007/978-3-031-49208-2
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Obsah:
  • Basic Concepts of Probability Theory
  • Uncertainty Modeling
  • Reliability Analysis Methods for Time-Independent Problems
  • Surrogate Modeling for Reliability Analysis
  • Model verification and validation (V&V)
  • Time-variant reliability analysis methods
  • Reliability-based design optimization (RBDO)
  • Robust design optimization (RDO)
  • Other methods of design optimization under uncertainty
  • Engineering applications.