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To solve the slow convergence or non-convergence problem of traditional distance dynamics method, an improved community detection algorithm based on distance dynamics is proposed in this paper for speeding up the time efficient and accuracy of algorithm. Our improved algorithm firstly analyzes the node cohesiveness and slow convergence problems. Secondly, the neighbor cohesion is defined and two new...
This paper proposes a data-based characteristic model of complex networks that is suitable for control design and analysis. A compression method called characteristic modelling is used to reduce the complexity of dynamic networks and the model with topology-structure preservation is proposed to describe the networks in a concise and explicit way. Based on the controllability and observability of complex...
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