Rare Event Simulation Using Monte Carlo Methods
Sold by Majestic Books, Hounslow, United Kingdom
AbeBooks Seller since 19 January 2007
New - Hardcover
Condition: New
Ships from United Kingdom to U.S.A.
Quantity: 3 available
Add to basketSold by Majestic Books, Hounslow, United Kingdom
AbeBooks Seller since 19 January 2007
Condition: New
Quantity: 3 available
Add to basketpp. viii + 268 Illus. This item is printed on demand.
Seller Inventory # 8148217
In a probabilistic model, a rare event is an event with a very small probability of occurrence. The forecasting of rare events is a formidable task but is important in many areas. For instance a catastrophic failure in a transport system or in a nuclear power plant, the failure of an information processing system in a bank, or in the communication network of a group of banks, leading to financial losses. Being able to evaluate the probability of rare events is therefore a critical issue.
Monte Carlo Methods, the simulation of corresponding models, are used to analyze rare events. This book sets out to present the mathematical tools available for the efficient simulation of rare events. Importance sampling and splitting are presented along with an exposition of how to apply these tools to a variety of fields ranging from performance and dependability evaluation of complex systems, typically in computer science or in telecommunications, to chemical reaction analysis in biology or particle transport in physics.
Graduate students, researchers and practitioners who wish to learn and apply rare event simulation techniques will find this book beneficial.
Gerardo Rubino, Research Director, the Institute of Computer Science and Random Systems Research (INRIA) INRIA Rennes - Bretagne Atlantique Research Centre Campus universitaire de Beaulieu.
Bruno Tuffin, Research Associate, the INRIA IRISA/INRIA.
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