Overview on Network Models of Complex Networks Topology Structure
Mi Yang
Abstract
Mi Yang
Abstract
Modeling based on complex network topology structure could effectively analyze its structural characteristics and propagation mechanism. In terms of network topology structure,this paper summarizes the basic models of existing network topology and the research status. Then it introduces in detail the setup procedure and research extension of several typical models,such as local- world evolving network,the self- similarity network,the module network,the weighted network. Fianlly,the current issues of complex network topology basic model are discussed,and meanwhile,the new challenges in the development of network model on complex network topology structure are also pointed out in this paper.
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Modeling based on complex network topology structure could effectively analyze its structural characteristics and propagation mechanism. In terms of network topology structure,this paper summarizes the basic models of existing network topology and the research status. Then it introduces in detail the setup procedure and research extension of several typical models,such as local- world evolving network,the self- similarity network,the module network,the weighted network. Fianlly,the current issues of complex network topology basic model are discussed,and meanwhile,the new challenges in the development of network model on complex network topology structure are also pointed out in this paper.
Key concepts: Computer science, Topology (electrical circuits), Hierarchical network model, Network topology, Network formation, Network simulation, Complex network, Logical topology