Cheeger's cut, maxcut and the spectral theory of 1-Laplacian on graphs

Citation:

Chang K-C, Shao S, Zhang D. Cheeger's cut, maxcut and the spectral theory of 1-Laplacian on graphs. SCIENCE CHINA Mathematics [Internet]. 2017;60(11):1963-1980.

摘要:

This is primarily an expository paper surveying up-to-date known results on the spectral theory of 1-Laplacian on graphs and its applications to the Cheeger cut, maxcut and multi-cut problems. The structure of eigenspace, nodal domains, multiplicities of eigenvalues, and algorithms for graph cuts are collected.

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