文章基本信息

标题：Distributed Optimization over Directed Graphs with the help of Lie Brackets
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作者：Christian Ebenbauer ; Simon Michalowsky ; Victoria Grushkovskaya 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2017
卷号：50
期号：1
页码：15343-15348
DOI：10.1016/j.ifacol.2017.08.2456
语种：English
出版社：Elsevier
摘要：AbstractThis work addresses the problem of solving distributed optimization problems over directed graphs. Using techniques from geometric control theory, a novel methodology is proposed to design continuous-time distributed algorithms that approximate the solutions to the saddle-point algorithms over directed graphs. Graph-theoretic conditions are established under which the proposed methodology provides a distributed solution.
关键词：Keywordsdistributed optimizationdirected graphssaddle point algorithmsLie brackets