Optimization of discrete broadcast under uncertainty using conditional value-at-risk

被引:0
|
作者
Alla Kammerdiner
Alex Sprintson
Eduardo Pasiliao
Vladimir Boginski
机构
[1] New Mexico State University,Department of Industrial Engineering
[2] Texas A&M University,Department of Electrical and Computer Engineering
[3] Air Force Research Laboratory,Munitions Directorate
[4] University of Florida,Department of Industrial and Systems Engineering
来源
Optimization Letters | 2014年 / 8卷
关键词
Wireless broadcast; Packet transmission; Exponential distribution; Stochastic optimization; Conditional value-at-risk (CVaR);
D O I
暂无
中图分类号
学科分类号
摘要
The paper considers the problem of scheduling packets in wireless broadcast systems under uncertainty with the conditional value-at-risk (CVaR) constraints. In such systems, a server periodically transmits a stream of packets over a broadcast channel. The client that needs to access the data, tunes in to the channel and waits for the next packet. This allows one to serve a large number of clients in an efficient way and also keep clients’ location secret. We formulate and solve two alternative stochastic optimization problems that minimize the transmission time subject to CVaR constraints. Our results indicate that it is possible to derive an analytical solution to the problems in certain cases of practical interest. We also propose a methodology to obtain numerical solutions for the general case.
引用
收藏
页码:45 / 59
页数:14
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