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Structural Properties of Complex Networks
Authors:SHAO Fei  JIANG Guo-ping
Institution:1. College of Automation, Nanjing University of Posts and Telecommunications, Naniing 210003, China;Department of Information Technology, Jinling Institute of Technology, Nanjing 211169 ,China
2. College of Automation, Nanjing University of Posts and Telecommunications, Naniing 210003, China
Abstract:When complex networks describe a wide range of systems in nature and society,it is increasingly recognized that the topology of real networks are governed by robust organizing principles.Here we discuss the structural metrics such as average path length,clustering coefficient and degree distribution,the main models covering random graphs,small-world and scale-free networks,the interplay between structural properties and the synchronization of complex networks.
Keywords:complex network  small-world  scale-free  synchronization  
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