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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| Korporativní autor: | |
| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
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| Vydání: | 1st ed. 2023. |
| Témata: | |
| 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.