Distributed Semidefinite Programming With Application to Large-Scale System Analysis

IEEE Transactions on Automatic Control(2018)

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摘要
Distributed algorithms for solving coupled semidefinite programs commonly require many iterations to converge. They also put high computational demand on the computational agents. In this paper, we show that in case the coupled problem has an inherent tree structure, it is possible to devise an efficient distributed algorithm for solving such problems. The proposed algorithm relies on predictor-co...
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关键词
Distributed algorithms,Algorithm design and analysis,Symmetric matrices,Uncertain systems,Linear matrix inequalities,Convergence,Couplings
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