政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/62131

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 109952/140891 (78%)
Visitors : 46257932 Online Users : 859

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大典藏 > College of Education > Department of Education > Periodical Articles > Item 140.119/62131

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/62131

Title:	Estimation and Monitoring of Traffic Intensities with Application to Control of Stochastic Systems
Authors:	洪英超 Hung,Ying-Chao;George Michailidis;Chuang,Shih-Chung
Contributors:	統計系
Keywords:	traffic intensity;EWMA smoother;control chart;control policy;stochastic systems
Date:	2012-12
Issue Date:	2013-12-04 17:40:40 (UTC+8)
Abstract:	The development of optimal control strategies for many stochastic models relies on the observed traffic intensity. However, implementation of such control strategies is often infeasible because of high operating costs induced by the fluctuations of traffic flows. In this study, we propose a framework for estimating and monitoring the traffic intensities of stochastic systems. The framework does not require knowledge of any input traffic statistics, and it allows us to adaptively estimate the intensity function over time and simultaneously detect its significant changes so that the control strategy can be adjusted accordingly without requiring high operating costs. Finally, a canonical queueing system with various types of input traffic is used to evaluate the effectiveness of the proposed framework.
Relation:	Applied Stochastic Models in Business and Industry, 30(2), 200-217
Data Type:	article
DOI link:	http://dx.doi.org/10.1002/asmb.1961
DOI:	10.1002/asmb.1961
Appears in Collections:	[Department of Education] Periodical Articles

Files in This Item:

File	Description	Size	Format
0118.pdf		743Kb	Adobe PDF2	1207	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...