Preconditioned Iterative Methods for Linear Equations of Graph Laplacians: Algorithms and Applications

Lin, Junyuan.


  • A rich spectrum of networks, including social, sensor, energy, and neuronal networks, can be mathematically modeled by graphs. Therefore, solving linear systems of their corresponding graph Laplacians naturally arise in large-scale computations of various application domains. What are graph Laplacian matrices and why are they important? What are some special characteristics of linear graph ... read more
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