Elements of Stochastic Modelling

Elements of Stochastic Modelling pdf epub mobi txt 電子書 下載2025

出版者:
作者:Borovkov, K.
出品人:
頁數:356
译者:
出版時間:2003-12
價格:$ 46.33
裝幀:
isbn號碼:9789812383006
叢書系列:
圖書標籤:
  • 隨機建模
  • 概率論
  • 隨機過程
  • 排隊論
  • 模擬
  • 馬爾可夫鏈
  • 更新理論
  • 統計推斷
  • 應用概率
  • 隨機服務係統
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具體描述

This textbook has been developed from the lecture notes for a one-semester course on stochastic modelling. It reviews the basics of probability theory and then covers the following topics: Markov chains, Markov decision processes, jump Markov processes, elements of queueing theory, basic renewal theory, elements of time series and simulation. Rigorous proofs are often replaced with sketches of arguments -- with indications as to why a particular result holds, and also how it is connected with other results -- and illustrated by examples. Wherever possible, the book includes references to more specialised texts containing both proofs and more advanced material related to the topics covered.

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