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Spectra of Laplacian Matrices of Weighted Graphs: Structural Genericity Properties

Spectra of Laplacian Matrices of Weighted Graphs: Structural Genericity Properties

This article deals with the spectra of Laplacians of weighted graphs. In this context, two objects are of fundamental importance for the dynamics of complex networks: the second eigenvalue of such a spectrum (called the algebraic connectivity) and its associated eigenvector (the so-called Fiedler vector). Here we prove that, given …