Linear and Multilinear Algebra · 2005 · 159 citations · 19 references
Natural SciencesComputer ScienceMathematicsComplex SystemsDynamical SystemsTopologyDirected Acyclic GraphsGraph AlgorithmsGraph TheoryNetwork DynamicsNetwork TheoryNetwork TopologyBisection WidthChaotic OscillatorsDirected GraphsDirected NetworksGraph ConnectivityGraph Theory In NetworksSynchronization Of Chaotic SystemsSynchronization On Networks
We consider a generalization of Fiedler's notion of algebraic connectivity to directed graphs. We show that several properties of Fiedler's definition remain valid for directed graphs and present properties peculiar to directed graphs. We prove inequalities relating the algebraic connectivity to quantities such as the bisection width, maximum directed cut and the isoperimetric number. Finally, we illustrate an application to the synchronization in networks of coupled chaotic systems.
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Algebraic connectivity of graphs
Miroslav Fiedler · Czechoslovak Mathematical Journal · 1973 · 4K citations · Full text
Linear Algebra and Its Applications
E. I., Gilbert Strang · Mathematics of Computation · 1976 · 1.9K citations