Hancock, Edwin orcid.org/0000-0003-4496-2028, Konno, Norio, Latora, Vito et al. (4 more authors) (2013) Co-evolution of networks and quantum dynamics:a generalization of the Barabási-Albert model of preferential attachment. [Preprint]
Abstract
We propose a network growth algorithm based on the dynamics of a quantum mechanical system co-evolving together with a graph which is seen as its phase space. The algorithm naturally generalizes Barab\'asi-Albert model of preferential attachment and it has a rich set of tunable parameters -- for example, the initial conditions of the dynamics or the interaction of the system with its environment. We observe that the algorithm can grow networks with two-modal power-law degree distributions and super-hubs.
Metadata
Item Type: | Preprint |
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Authors/Creators: |
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Dates: |
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Institution: | The University of York |
Academic Units: | The University of York > Faculty of Sciences (York) > Computer Science (York) |
Depositing User: | Pure (York) |
Date Deposited: | 08 Jun 2023 23:13 |
Last Modified: | 22 Jan 2025 00:31 |
Status: | Published |
Publisher: | Arxiv (Cornell University) |
Related URLs: | |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:200154 |