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Stochastic-Process Limits : An Introduction to Stochastic-Process Limits and Their Application to Queues / by Ward Whitt
(Springer Series in Operations Research and Financial Engineering. ISSN:21971773)

1st ed. 2002.
出版者 (New York, NY : Springer New York : Imprint: Springer)
出版年 2002
本文言語 英語
大きさ XXIII, 602 p. 4 illus : online resource
著者標目 *Whitt, Ward author
SpringerLink (Online service)
件 名 LCSH:Probabilities
LCSH:Operations research
LCSH:Statistics 
FREE:Probability Theory
FREE:Operations Research and Decision Theory
FREE:Statistical Theory and Methods
一般注記 Experiencing Statistical Regularity -- Random Walks in Applications -- The Framework for Stochastic-Process Limits -- A Panorama of Stochastic-Process Limits -- Heavy-Traffic Limits for Fluid Queues -- Unmatched Jumps in the Limit Process -- More Stochastic-Process Limits -- Fluid Queues with On-Off Sources -- Single-Server Queues -- Multiserver Queues -- More on the Mathematical Framework -- The Space D -- Useful Functions -- Queueing Networks -- The Spaces E and F
Stochastic Process Limits are useful and interesting because they generate simple approximations for complicated stochastic processes and also help explain the statistical regularity associated with a macroscopic view of uncertainty. This book emphasizes the continuous-mapping approach to obtain new stochastic-process limits from previously established stochastic-process limits. The continuous-mapping approach is applied to obtain heavy-traffic-stochastic-process limits for queueing models, including the case in which there are unmatched jumps in the limit process. These heavy-traffic limits generate simple approximations for complicated queueing processes and they reveal the impact of variability upon queueing performance. The book will be of interest to researchers and graduate students working in the areas of probability, stochastic processes, and operations research. In addition this book won the 2003 Lanchester Prize for the best contribution to Operation Research and Management in English, see: http://www.informs.org/Prizes/LanchesterPrize.html
HTTP:URL=https://doi.org/10.1007/b97479
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データ種別 電子ブック
分 類 LCC:QA273.A1-274.9
DC23:519.2
書誌ID 4000104432
ISBN 9780387217482

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