Spectral techniques in graph algorithms

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Abstract

The existence of efficient algorithms to compute the eigenvectors and eigenvalues of graphs supplies a useful tool for the design of various graph algorithms. In this survey we describe several algorithms based on spectral techniques focusing on their performance for randomly generated input graphs.

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Alon, N. (1998). Spectral techniques in graph algorithms. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1380, pp. 206–215). Springer Verlag. https://doi.org/10.1007/bfb0054322

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