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DOI:
计算机系统应用英文版:2012,21(8):114-117
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改进的BA 网络演化模型的研究及应用
(西北民族大学 数学与计算机科学学院, 兰州 730124)
Research and Application of Improved BA Networks Evolving Models
(School of Mathematics and Computer Science, Northwest University for Nationalities, Lanzhou 730124, China)
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Received:December 21, 2011    Revised:March 12, 2012
中文摘要: 利用主方程和连续域理论分析了BA 无标度网络的度分布以及初始吸引因子对网络节点度分布的演化过程。对BA 模型进行了改进和推广,提出了随机吸引因子网络演化模型。此网络演化模型通过理论分析和数值模拟验证是吻合的,该模型是无标度网络演化模型。实验结果表明,改进的模型能够很好地反映现实系统中的一些重要性质,具有实际应用价值。
中文关键词: 吸引因子  择优连接  度分布  BA 网络  无标度
Abstract:In this paper, we use master equation and continuum theory approach to investigate a number of problems in complex networks. The paper improves some extending to BA scale-free network model's algorithm. This paper provided a kind of scale-free networks model attractive factor by random, which analyzed degree distribution as well as the range of significant influence to degree distribution. The results of computer simulation were in concordance with the theoretical analysis. It is a scale-free networks. The new model could reflect some important characters of actual networks well and has application value.
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基金项目:教育部人文社科青年基金项目(12YJCZH027);教育部人文社科规划基金项目(11YJAZH053)
引用文本:
邓凯英,邓竞伟,李应兴.改进的BA 网络演化模型的研究及应用.计算机系统应用,2012,21(8):114-117
DENG Kai-Ying,DENG Jing-Wei,LI Ying-Xing.Research and Application of Improved BA Networks Evolving Models.COMPUTER SYSTEMS APPLICATIONS,2012,21(8):114-117