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arXiv · 1405.2413

Emergence of clustering: Role of inhibition

Sanjiv K. Dwivedi·Sarika Jalan
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Abstract

Though biological and artificial complex systems having inhibitory connections exhibit high degree of clustering in their interaction pattern, the evolutionary origin of clustering in such systems remains a challenging problem. Using genetic algorithm we demonstrate that inhibition is required in the evolution of clique structure from primary random architecture, in which the fitness function is assigned based on the largest eigenvalue. Further, the distribution of triads over nodes of the network evolved from mixed connections exhibits a negative correlation with its degree providing insight into origin of this trend observed in real networks.

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Sanjiv K. Dwivedi, Sarika Jalan. 2014-09-19. Emergence of clustering: Role of inhibition. https://doi.org/10.1103/physreve.90.032803

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