Engineering Risk Assessment with Subset Simulation
Engineering Risk Assessment with Subset Simulation This book starts with the basic ideas in uncertainty propagation using Monte Carlo methods and the generation of random variables and stochastic processes for some common distributions encountered in engineering applications. It then introduces a class of powerful simulation techniques called Markov Chain Monte Carlo method (MCMC), an important machinery behind Subset Simulation that allows one to generate samples for investigating rare scenarios in a probabilistically consistent manner. The theory of Subset Simulation is then presented, addressing related practical issues encountered in the…
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Produktdetails
Weitere Autoren: Au, Siu-Kui
- ISBN: 978-1-118-39807-4
- EAN: 9781118398074
- Produktnummer: 16373219
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2014
- Seitenangabe: 336 S.
- Plattform: EPUB
- Masse: 9'311 KB
Über den Autor
Siu-Kui Au, University of Liverpool, UK Yu Wang, City University of Hong Kong, China
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