Linear and Multilinear Algebra · 1996 · 94 citations · 9 references
ComputingComputer ScienceComputational GeometryGraph VisualizationRepresentation TheoryDirected Acyclic GraphsGraph TheoryTree FormAlgebraic Graph TheoryEigenvectorsTree AlgorithmsTree DiagramsTree Topology AnalysisTree-graph
We consider a weighted tree T with algebraic connectivity μ, and characteristic vertex v. We show that μ and its associated eigenvectors can be described in terms of the Perron value and vector of a nonnegative matrix which can be computed from the branches of T at v. The machinery of Perron-Frobenius theory can then be used to characterize Type I and Type II trees in terms of these Perron values, and to show that if we construct a weighted tree by taking two weighted trees and identifying a vertex of one with a vertex of the other, then any characteristic vertex of the new tree lies on the path joining the characteristic vertices of the two old trees.
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