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度相关性对复杂网络目标控制的影响

仇智鹏 鲁富荣 杜亚星 钱宇华

计算机科学与探索2018,Vol.12Issue(4):586-594,9.
计算机科学与探索2018,Vol.12Issue(4):586-594,9.DOI:10.3778/j.issn.1673-9418.1704027

度相关性对复杂网络目标控制的影响

Effect of Correlations on Target Control of Complex Networks

仇智鹏 1鲁富荣 2杜亚星 3钱宇华1

作者信息

  • 1. 山西大学 大数据科学与产业研究院,太原030006
  • 2. 山西大学 计算智能与中文信息处理教育部重点实验室,太原030006
  • 3. 山西大学 计算机与信息技术学院,太原030006
  • 折叠

摘要

Abstract

With the advent of the information age, complex networks play an increasingly important role in life, such as social networks,power networks,and transportation networks.The control of complex networks has also attracted wide attention.Target control of complex networks is one of the important problems.This paper explores the effect of degree correlations on target control under the precondition of target control by simulated annealing. Experiments indicate that the effect of in-degree and in-degree correlations plays the same role with out-degree and out-degree correlations.With in-degree and in-degree correlations increasing gradually, the rate of driver nodes decreases gradually firstly,then increases gradually.The out-degree and in-degree correlations have an important effect on the rate of driver nodes.With out-degree and in-degree correlations increasing gradually,the rate of driver nodes decreases gradually.The in-degree and out-degree correlations almost have no effect on the rate of driver nodes.

关键词

度相关性/目标控制/模拟退火

Key words

degree correlation/target control/simulated annealing

分类

信息技术与安全科学

引用本文复制引用

仇智鹏,鲁富荣,杜亚星,钱宇华..度相关性对复杂网络目标控制的影响[J].计算机科学与探索,2018,12(4):586-594,9.

基金项目

The National Natural Science Foundation of China under Grant Nos.61672332,61432011,U1435212(国家自然科学基金面上项目) (国家自然科学基金面上项目)

the Program for the Outstanding Innovative Teams of Higher Learning Institutions of Shanxi Province(山西省教育厅高等学校中青年拔尖创新人才支持计划) (山西省教育厅高等学校中青年拔尖创新人才支持计划)

the Program for the Young San-Jin Scholars of Shanxi Province(山西省"三晋学者"特聘教授支持计划) (山西省"三晋学者"特聘教授支持计划)

the Overseas Returnee Research Program of Shanxi Province under Grant No.2017023(山西省回国留学人员科研项目). (山西省回国留学人员科研项目)

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