Analysis and comparison of optimization algorithm for network flow control

Hao Zhang, Zhong Ping Jiang, Yi Fan, Shiy Panwar

Research output: Contribution to journalConference article

Abstract

A modified Aitken-Extrapolation method is proposed for network flow control in this paper. Based on the dual model, this algorithm leads to a decentralized optimal solution to the problem of maximizing the aggregate source utility over the transmission rates. The contribution of this paper is to compare the proposed Aitken-extrapolation algorithm with some available optimization flow control algorithms in the recent literature and to analyze their rate of convergence. Simulation results demonstrate the consistency with our theoretical analysis.

Original languageEnglish (US)
Pages (from-to)1129-1134
Number of pages6
JournalProceedings of the IEEE Conference on Decision and Control
Volume1
StatePublished - Dec 1 2002
Event41st IEEE Conference on Decision and Control - Las Vegas, NV, United States
Duration: Dec 10 2002Dec 13 2002

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ASJC Scopus subject areas

  • Control and Systems Engineering
  • Modeling and Simulation
  • Control and Optimization

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