Characterizing the second smallest eigenvalue of the normalized Laplacian of a tree

Abstract

In this paper we show a monotonicity theorem for the harmonic eigenfunction of λ1 of the normalized Laplacian over the points of articulation of a graph. We introduce the definition of Perron component for the normalized Laplacian matrix of a graph and show how its second smallest eigenvalue can be characterized using this definition.

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