Basics of Applied Stochastic Processes 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Serfozo, Richard 作者

譯者

2012-10 出版日期

460 頁數

$ 101.64 價格

叢書系列

9783540893318 圖書編碼

Basics of Applied Stochastic Processes 在線電子書圖書標籤: Stochastic Processes 計算機科學數學 Springer Of Basics Applied

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發表於2024-11-07

Basics of Applied Stochastic Processes 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Basics of Applied Stochastic Processes 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Basics of Applied Stochastic Processes 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Basics of Applied Stochastic Processes 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Basics of Applied Stochastic Processes 在線電子書圖書描述

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.

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