Design Optimization Under Uncertainty
Produktnummer:
1894dac056d6f94faea45d61159a0272ba
| Autor: | Hu, Weifei |
|---|---|
| Themengebiete: | Design Optimization Design Under Uncertainty Probabilistic Method Reliability-Based Design Optimization Reliability Analysis Robust Design Optimization Surrogate Modeling Time-Variant Reliability Analysis Uncertainty Quantification Verification and Validation |
| Veröffentlichungsdatum: | 24.12.2024 |
| EAN: | 9783031492105 |
| Sprache: | Englisch |
| Seitenzahl: | 274 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
Produktinformationen "Design Optimization Under Uncertainty"
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.
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