Golden Laplacian Graphs
Open Access
- 19 February 2024
- journal article
- research article
- Published by MDPI AG in Mathematics
- Vol. 12 (4) , 613
Abstract
Many properties of the structure and dynamics of complex networks derive from the characteristics of the spectrum of the associated Laplacian matrix, specifically from the set of its eigenvalues. In this paper, we show that there exist graphs for which the ratio between the length of the spectrum (that is, the difference between the largest and smallest eigenvalues of the Laplacian matrix) and its spread (the difference between the second smallest eigenvalue and the smallest one) is equal to the golden ratio. We call such graphs Golden Laplacian Graphs (GLG). In this paper, we first find all such graphs with a number of nodes . We then prove several graph-theoretic and algebraic properties that characterize these graphs. These graphs prove to be extremely robust, as they have large vertex and edge connectivity along with a large isoperimetric constant. Finally, we study the synchronization properties of GLGs, showing that they are among the top synchronizable graphs of the same size. Therefore, GLGs represent very good candidates for engineering and communication networks.
Keywords
All Related Versions
Funding Information
- Ministerio de Ciencia e Innovación (PID2019-107603GB-I00, CEX2021-001164-M)
- Maria de Maeztu project (PID2019-107603GB-I00, CEX2021-001164-M)
This publication has 38 references indexed in Scilit:
- Generic behavior of master-stability functions in coupled nonlinear dynamical systemsPhysical Review E, 2009
- Synchronization in complex networksPhysics Reports, 2008
- Graphs (networks) with golden spectral ratioChaos, Solitons & Fractals, 2007
- Optimal network topologies: expanders, cages, Ramanujan graphs, entangled networks and all thatJournal of Statistical Mechanics: Theory and Experiment, 2006
- Complex networks: Structure and dynamicsPhysics Reports, 2006
- Entangled Networks, Synchronization, and Optimal Network TopologyPhysical Review Letters, 2005
- Master Stability Functions for Synchronized Coupled SystemsPhysical Review Letters, 1998
- Independence and the Havel-Hakimi residueDiscrete Mathematics, 1994
- Eigenvalues, diameter, and mean distance in graphsGraphs and Combinatorics, 1991
- The double scrollIEEE Transactions on Circuits and Systems, 1985