Modeling and Optimization of MG1-Type Queueing Networks : An Efficient Sensitivity Analysis Approach
Joint Authors
Zhu, Jin
Xi, Hong-sheng
Yin, Bao-qun
Tang, Liang
Source
Mathematical Problems in Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-20, 20 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-08-09
Country of Publication
Egypt
No. of Pages
20
Main Subjects
Abstract EN
A mathematical model for M/G/1-type queueing networks with multiple user applications and limited resources is established.
The goal is to develop a dynamic distributed algorithm for this model, which supports all data traffic as efficiently as possible and makes optimally fair decisions about how to minimize the network performance cost.
An online policy gradient optimization algorithm based on a single sample path is provided to avoid suffering from a “curse of dimensionality”.
The asymptotic convergence properties of this algorithm are proved.
Numerical examples provide valuable insights for bridging mathematical theory with engineering practice.
American Psychological Association (APA)
Tang, Liang& Xi, Hong-sheng& Zhu, Jin& Yin, Bao-qun. 2010. Modeling and Optimization of MG1-Type Queueing Networks : An Efficient Sensitivity Analysis Approach. Mathematical Problems in Engineering،Vol. 2010, no. 2010, pp.1-20.
https://search.emarefa.net/detail/BIM-448064
Modern Language Association (MLA)
Tang, Liang…[et al.]. Modeling and Optimization of MG1-Type Queueing Networks : An Efficient Sensitivity Analysis Approach. Mathematical Problems in Engineering No. 2010 (2010), pp.1-20.
https://search.emarefa.net/detail/BIM-448064
American Medical Association (AMA)
Tang, Liang& Xi, Hong-sheng& Zhu, Jin& Yin, Bao-qun. Modeling and Optimization of MG1-Type Queueing Networks : An Efficient Sensitivity Analysis Approach. Mathematical Problems in Engineering. 2010. Vol. 2010, no. 2010, pp.1-20.
https://search.emarefa.net/detail/BIM-448064
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-448064