Overview:Basics of Applied Stochastic Processes - Probability and Its Applications - Stochastic processes are mathematical models of random phenomena that evolve according to prescribed dynamics. Processes commonly used in applications are Markov chains in discrete and continuous time, renewal and regenerative processes, Poisson processes, and Brownian motion. This volume gives an in-depth description of the structure and basic properties of these stochastic processes. A main focus is on equilibrium distributions, strong laws of large numbers, and ordinary and functional central limit theorems for cost and performance parameters. Although these results differ for various processes, they have a common trait of being limit theorems for processes with regenerative increments. Extensive examples and exercises show how to formulate stochastic models of systems as functions of a system's data and dynamics, and how to represent and analyze cost and performance measures. Topics include stochastic networks, spatial and space-time Poisson processes, queueing, reversible processes, simulation, Brownian approximations, and varied Markovian models. The technical level of the volume is between that of introductory texts that focus on highlights of applied stochastic processes, and advanced texts that focus on theoretical aspects of processes.
This book is on page /88f0ff300130a9332bf7ee8997e69000/book/1603729796-9783540893318. It was written by the following authors: Richard Serfozo. Book Basics of Applied Stochastic Processes - Probability and Its Applications, which can be read online, published by the company: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG. Other books on similar topics can be found in sections: Technology, Medicine, Science. The book was published on 2012-10-02 00:00:00. It has 443 pages and is published in Hardback format and weight 852 g. File for download Basics of Applied Stochastic Processes - Probability and Its Applications has PDF format and is called basics-of-applied-stochastic-processes-probability-and-its-applications.pdf. Other books you can download below. Our nottedeiricercatoriaq.it site is not responsible for the content of PDF files.
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