A Dual-Decomposition-Based Resource Allocation for the Data Transmission in the Internet

被引：0
|
作者：
Bai, Youmao [1 ]
机构：
[1] China Univ Min & Technol, Sch Mech Elect & Informat Engn, Beijing, Peoples R China
来源：
KNOWLEDGE DISCOVERY AND DATA MINING | 2012年 / 135卷
关键词：
dual optimization; data transmission; Internet; adaptive resource allocation; OPTIMIZATION;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper investigates the problem of allocating transmission data rates to users in the Internet. The paper provides a general problem of power and rate allocation that the utility functions can be nonconcave and nondifferetiable, which turns utility maximization into nonconvex, constrained optimization problem that is well-known to be difficult. To solve this problem, the paper derives an important property for the dual decomposition of the original optimization problem, and then proposes a simple iterative bisection algorithm for the adaptive multi-user resource allocation for the data transmission in the Internet.
引用
收藏
页码：93 / 100
页数：8
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