Elements of Applied Probability for Engineering, Mathematics and Systems Science
暫譯: 工程、數學與系統科學的應用機率元素
David McDonald J D
- 出版商: World Scientific Pub
- 出版日期: 2004-01-19
- 售價: $970
- 貴賓價: 9.8 折 $951
- 語言: 英文
- 頁數: 361
- 裝訂: Paperback
- ISBN: 9812387404
- ISBN-13: 9789812387400
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商品描述
Description:
This book has been designed for senior engineering, mathematics and systems science students. In addition, the author has used the optional, advanced sections as the basis for graduate courses in quality control and queueing. It is assumed that the students have taken a first course in probability but that some need a review. Discrete models are emphasized and examples have been chosen from the areas of quality control and telecommunications. The book provides correct, modern mathematical methods and at the same time conveys the excitement of real applications.
Table of Contents:
- Modelling a Stochastic Process
- Variables and Limit Theorems
- The Poisson Process
- Markov Chains
- Renewal Theory
- Markov Processes
- Markov Decision Theory
商品描述(中文翻譯)
**書籍描述:**
本書專為高年級工程、數學及系統科學的學生設計。此外,作者利用可選的進階章節作為研究生課程中質量控制和排隊理論的基礎。假設學生已修過基礎的機率課程,但有些學生可能需要複習。書中強調離散模型,並從質量控制和電信領域中選取了範例。本書提供正確、現代的數學方法,同時傳達真實應用的興奮感。
**目錄:**
- 建模隨機過程
- 變數與極限定理
- 泊松過程
- 馬可夫鏈
- 更新理論
- 馬可夫過程
- 馬可夫決策理論