Title :
Evolution formation and characteristic analysis of a class of information systems based on complex networks
Author :
Yanzhi Hu ; Zhichun Gan ; Gang Liu ; Tian Tian
Author_Institution :
Coll. of Nat. Defense Inf., Wuhan, China
Abstract :
A class of information systems composed of backbone networks and access networks is very popular. According to the complexity and organization forms of the class of information systems, two evolution formation mechanisms of the systems are constructed based on complex network theory. One of the mechanisms uses pre-planning and random access strategies, and the other uses pre-planning and preferential access strategies. Different planning schemes and access ways are modeled. Furthermore, an example of information systems is introduced, and the network construction laws of information systems are verified and analyzed by numerical simulation.
Keywords :
complex networks; evolutionary computation; information systems; large-scale systems; numerical analysis; planning; access networks; backbone networks; characteristic analysis; complex network theory; complex networks; evolution formation mechanism; information systems; network construction law; numerical simulation; planning schemes; preplanning strategy; random access strategy; Complex networks; Computational modeling; Computer architecture; Information systems; Numerical models; Numerical simulation; Planning; complex networks; evolution formation; information System;
Conference_Titel :
Progress in Informatics and Computing (PIC), 2014 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-2033-4
DOI :
10.1109/PIC.2014.6972417