Distributed Multi-Agent Optimization via Dual Decomposition

In this master thesis, a new distributed multi-agent optimization algorithm is introduced. The algorithm is based upon the dual decomposition of the optimization problem, together with the subgradient method for finding the optimal dual solution. The convergence of the new optimization algorithm is...

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Bibliographic Details
Main Author: Terelius, Håkan
Format: Others
Language:English
Published: KTH, Reglerteknik 2010
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-46501