2021
DOI: 10.48550/arxiv.2107.13814
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DCG: Distributed Conjugate Gradient for Efficient Linear Equations Solving

Abstract: Distributed algorithms to solve linear equations in multi-agent networks have attracted great research attention and many iteration-based distributed algorithms have been developed. The convergence speed is a key factor to be considered for distributed algorithms, and it is shown dependent on the spectral radius of the iteration matrix. However, the iteration matrix is determined by the network structure and is hardly pre-tuned, making the iterative-based distributed algorithms may converge very slowly when th… Show more

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