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Title: Random failures and attacks on Small World Networks
Author: Bravo Vidal, Adrià
Director/Tutor: Soriano i Fradera, Jordi
Keywords: Control de robustesa
Sistemes complexos
Treballs de fi de grau
Robust control
Complex systems
Bachelor's theses
Issue Date: Jul-2021
Abstract: Attacks and random failures are powerful damaging tools to know the robustness of a network. Here, a damage analysis was implemented in two different systems. In a first system, we characterized the different node centrality measures for a dolphins’ social network. The results revealed that those nodes with a higher degree have a higher contribution to the exchanging infor-mation capacity of the network than those with higher betweenness centrality. In a second system, attacks and random failures were used in the functional network of two neuronal cultures, one with a homogeneous distribution of neurons and another with an anisotropic, patterned structure. Results showed that both networks were resilient to random failures, but that the patterned network was sensitive to attacks. This suggests that the pattern network is fragiler and more dependent of nodes with high centrality
Note: Treballs Finals de Grau de Física, Facultat de Física, Universitat de Barcelona, Curs: 2021, Tutor: Jordi Soriano Fradera
Appears in Collections:Treballs Finals de Grau (TFG) - Física

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