@article{Ranjan2011AGA, title={A Geometric Approach to Robustness in Complex Networks}, author={Gyan Ranjan and Zhi-Li Zhang}, journal={2011 31st International Conference on Distributed Computing Systems Workshops}, year={2011}, pages={146-153} }

- Published 2011 in 2011 31st International Conference on Distributed…
DOI:10.1109/ICDCSW.2011.18

We explore the geometry of networks in terms of an n-dimensional Euclidean embedding represented by the Moore-Penrose pseudo-inverse of the graph Laplacian (L+). The reciprocal of squared distance from each node i to the origin in this n-dimensional space yields a structural centrality index (C*(i)) for the node, while the harmonic sum of individual node… CONTINUE READING

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