Engineering risk assessment with subset simulation / Siu-Kui Au, Yu Wang. [electronic resource] Au, Siu-Kui. Wang, Yu, 1977- Engineering design Mathematics. Risk assessment Mathematics. TA330 .A839 2014 519.2 Includes bibliographical references and index. Print version record. 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 th. Singapore : Wiley, 2014. 2014. 2014 Text 1 online resource (337 pages) http://onlinelibrary.wiley.com/book/10.1002/9781118398050 eng Engineering Risk Assessment with Subset Simulation. Engineering Risk Assessment with Subset Simulation.