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A Mutual Attraction Model for Both Assortative and Disassortative Weighted Networks

Wen-Xu Wang·Bo Hu·Bing-Hong Wang·Gang Yan
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Abstract

In most networks, the connection between a pair of nodes is the result of their mutual affinity and attachment. In this letter, we will propose a Mutual Attraction Model to characterize weighted evolving networks. By introducing the initial attractiveness $A$ and the general mechanism of mutual attraction (controlled by parameter $m$), the model can naturally reproduce scale-free distributions of degree, weight and strength, as found in many real systems. Simulation results are in consistent with theoretical predictions. Interestingly, we also obtain nontrivial clustering coefficient C and tunable degree assortativity r, depending on $m$ and A. Our weighted model appears as the first one that unifies the characterization of both assortative and disassortative weighted networks.

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Wen-Xu Wang, Bo Hu, Bing-Hong Wang, Gang Yan. 2005-05-17. A Mutual Attraction Model for Both Assortative and Disassortative Weighted Networks. https://doi.org/10.1103/physreve.73.016133

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