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DC Field | Value | Language |
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dc.contributor.author | Kasthurirathna, D | - |
dc.contributor.author | Piraveenan, M | - |
dc.contributor.author | Thedchanamoorthy, G | - |
dc.date.accessioned | 2022-02-07T10:03:24Z | - |
dc.date.available | 2022-02-07T10:03:24Z | - |
dc.date.issued | 2013-04-16 | - |
dc.identifier.citation | D. Kasthurirathna, M. Piraveenan and G. Thedchanamoorthy, "Network robustness and topological characteristics in scale-free networks," 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 2013, pp. 122-129, doi: 10.1109/EAIS.2013.6604114. | en_US |
dc.identifier.isbn | 978-1-4673-5855-2 | - |
dc.identifier.uri | http://rda.sliit.lk/handle/123456789/998 | - |
dc.description.abstract | In this paper, we explore the relationship between the topological characteristics of a complex network and its robustness to sustained targeted attacks. Using synthesized scale-free networks, we look at a number of network measures, including rich club profiles, scale-free exponent, modularity, assortativity, average path length and clustering coefficient of a network, and how each of these influence the robustness of a scale-free network under targeted attacks. We consider sustained targeted attacks by order of node degree. We show that assortativity and average path length have a positive correlation with network robustness, whereas clustering coefficient has a negative correlation. We did not find any correlation between the modularity and robustness, scale-free exponent and robustness, or rich-club profiles and robustness. Our results highlight the importance of topological characteristics in influencing network robustness, and illustrate design strategies network designers can use to increase the robustness of scale-free networks under sustained targeted attacks. | en_US |
dc.language.iso | en | en_US |
dc.publisher | IEEE | en_US |
dc.relation.ispartofseries | 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS);Pages 122-129 | - |
dc.subject | Network robustness | en_US |
dc.subject | topological characteristics | en_US |
dc.subject | scale-free networks | en_US |
dc.title | Network robustness and topological characteristics in scale-free networks | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1109/EAIS.2013.6604114 | en_US |
Appears in Collections: | Research Papers - Dept of Computer Science and Software Engineering Research Papers - IEEE Research Papers - SLIIT Staff Publications |
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Network_robustness_and_topological_characteristics_in_scale-free_networks.pdf Until 2050-12-31 | 206.46 kB | Adobe PDF | View/Open Request a copy |
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