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关键词:
Modeling, Analysis, Design, and Control of Stochastic Systems
书目信息
ISBN:
9780387987255(13位)
中图分类号:
TN
杜威分类号:
中文译名:
随机系统的建模、分析、设计与控制(教科书)
作者:
Kulkarni
编者:
语种:
English
出版信息
出版社:
Springer
出版地:
出版年:
2001
版本:
1st ed. 1999. 2nd printing
版本类型:
原版
丛书题名:
Springer Texts in Statistics
卷期:
文献信息
关键词:
Statistics
前言:
摘要:
内容简介:
"This is an introductory level text on stochastic modeling. It is suited for undergraduate or graduate students in actuarial science, business management, computer science, engineering, operations research, public policy, statistics, and mathematics. It employs a large number of examples to teach how to build stochastic models of physical systems, analyze these models to predict their performance, and use the analysis to design and control them. The book provides a self-contained review of the relevant topics in probability theory. The rest of the book is devoted to important classes of stochastic models. In discrete and continuous time Markov models it covers the transient and long term behavior, cost models, and first passage times. Under generalized Markov models, it covers renewal processes, cumulative processes and semi-Markov processes. All the material is illustrated with many examples. There is a separate chapter on queueing models. In the chapter on design the author shows how the techniques developed in the text can be used to optimize the performance of a system. Finally, in the last chapter, linear programming is used to compute optimal control policies for stochastic systems. The book emphasizes numerical answers to the problems. A software package called MAXIM, which runs on MATLAB, is made available for downloading. Vidyadhar G. Kulkarni is Professor of Operations Research at the University of North Craolina at Chapel Hill. He has authored a graduate level text 'Modeling and Analysis of Stochastic Systems' and research articles on stochastic models of queues, computer systems and telecommunication systems. He holds a patent on traffic management in telecommunication networks, and he has served as an editor and associate editor of Stochastic Models and Operations Research Letters."
目次:
Probability.- Univariate Random Variables.- Multivariate Random Variables.- Conditional Probability and Expectations.- Discrete Time Markov Models.- Continuous Time Markov Models.- Generalized Markov Models.- Queuing Models.Optimal Design.- Optimal Control.
附录:
全文链接:
读者对象:
undergrad.
实体信息
页码:
装帧:
hard
尺寸:
其它形态细节:
其它信息
原价:
EUR
84.9500
原版ISBN:
其它ISBN:
图书特色:
书评:
扩展信息
Isbn:
0387987258
issue:
2006JC01
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