Title :
General Method to Build Deterministic Small-World Networks Based on Cayley Graph
Author :
Zhang, Zhen ; Xiao, Wenjun ; Wang, Xiaoming
Author_Institution :
Dept. of Comput. Sci., South China Univ. of Technol., Guanghzou, China
Abstract :
Many real-life networks, such as the WWW, biological realms, and social networks are small-world networks. Most previous researches on small-world networks have been based on probabilistic methods. In this paper, we present a general method by using Cayley graph to build deterministic small-world networks. We also analyze the cluster topology of the Cayley graph with small world properties by constructing its left Coset graph. This method has great value in constructing interconnection networks model and analyzing many other real network models.
Keywords :
graph theory; interconnected systems; pattern clustering; Cayley graph; Coset graph; cluster topology; deterministic small-world networks; interconnection networks; Biology; Computer science; Eigenvalues and eigenfunctions; Integrated circuit interconnections; Joining processes; Multiprocessor interconnection networks; Network topology; Power generation; Social network services; World Wide Web; Cayley graph; Clustering; Coset Graph; Interconnection networks; Small-world networks;
Conference_Titel :
Computer Science and Engineering, 2009. WCSE '09. Second International Workshop on
Conference_Location :
Qingdao
Print_ISBN :
978-0-7695-3881-5
DOI :
10.1109/WCSE.2009.717