A Distributed Newton Method for Network Optimization

Most existing work uses dual decomposition and subgradient methods to solve network optimization problems in a distributed manner, which suffer from slow convergence rate properties. This paper proposes an alternative distributed approach based on a Newton-type method for solving minimum cost networ...

Full description

Bibliographic Details
Main Authors: Jadbabaie, Ali (Author), Ozdaglar, Asuman E. (Contributor), Zargham, Michael (Author)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers, 2011-03-25T16:11:18Z.
Subjects:
Online Access:Get fulltext