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An Optimal Algorithm in Scale-Free Networks

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成果类型:
期刊论文
作者:
Dai, Shangping*;Dong, Hui
通讯作者:
Dai, Shangping
作者机构:
[Dai, Shangping] Hua Zhong Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.
[Dong, Hui] Hua Zhong Normal Univ, Dept Facil & Lab Mangement, Wuhan 430079, Peoples R China.
通讯机构:
[Dai, Shangping] H
Hua Zhong Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Data mining;Genetic Algorithm;Association rules;hubs;scale-free networks
期刊:
2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11
年:
2008
页码:
4497-+
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
摘要:
In this paper, we propose an algorithm that can be efficiently used to search through scale-free networks. The algorithm uses local information such as the identities and connectedness of a nodepsilas neighbours, and its neighbours, but not the targetpsilas global position. We demonstrate that our search algorithm work well on a simulative networks, scale with the number of nodes, and may help reduce the network search traffic that tends to cripple such networks. We have studied how optimize nodes on a scale-free network using an association rules mining based on a novel genetic algorithm, we ...

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