Stochastic Networks and Queues is popular PDF and ePub book, written by Philippe Robert in 2013-04-17, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Stochastic Networks and Queues can be Read Online from any device for your convenience.
Stochastic Networks and Queues Book PDF Summary
Queues and stochastic networks are analyzed in this book with purely probabilistic methods. The purpose of these lectures is to show that general results from Markov processes, martingales or ergodic theory can be used directly to study the corresponding stochastic processes. Recent developments have shown that, instead of having ad-hoc methods, a better understanding of fundamental results on stochastic processes is crucial to study the complex behavior of stochastic networks. In this book, various aspects of these stochastic models are investigated in depth in an elementary way: Existence of equilibrium, characterization of stationary regimes, transient behaviors (rare events, hitting times) and critical regimes, etc. A simple presentation of stationary point processes and Palm measures is given. Scaling methods and functional limit theorems are a major theme of this book. In particular, a complete chapter is devoted to fluid limits of Markov processes.
Detail Book of Stochastic Networks and Queues PDF
- Author : Philippe Robert
- Release : 17 April 2013
- Publisher : Springer Science & Business Media
- ISBN : 9783662130520
- Genre : Mathematics
- Total Page : 406 pages
- Language : English
- PDF File Size : 8,5 Mb
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