| 复杂网络特性与多智能体的一致性 |
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| 引用本文： | 李晓,杨洪勇.复杂网络特性与多智能体的一致性[J].复杂系统与复杂性科学,2011,8(3):38-43. |
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| 作者姓名： | 李晓 杨洪勇 |
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| 作者单位： | 鲁东大学信息科学与工程学院,山东烟台,264025 |
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| 基金项目： | 国家自然科学基金(60875039) |
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| 摘 要： | 对复杂网络特性与多智能体系统的一致性的关系进行研究,以BBV和BA网络模型为例,分别研究了度正相关性和度负相关性的网络模型中多智能体系统一致性的收敛速度.应用计算机仿真实例,分析了无尺度网络模型的平均距离和平均集群系数与多智能体系统一致性的影响,得到了复杂网络结构与多智能体系统一致收敛速度的关系.该研究对于构建一个多智...
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| 关 键 词： | 多智能体 一致性 度的相关性 平均距离 集群系数 |
Complex Network Characteristics and Consensus of Multi-Agent Systems |
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| Authors: | LI Xiao YANG Hong-yong |
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| Institution: | LI Xiao,YANG Hong-yong (School of Information Science and Engineering,Ludong University,Yantai 264025,China) |
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| Abstract: | In this paper,the convergence rate of multi-agent systems with the complex network characteristic is studied.Based on BBV and BA network models,the effects of the positive correlation and negative correlation of the degree on the consistency of multi-agent systems are studied respectively.By applying computer simulation,the impacts of the characteristic of the average distance and clustering coefficient of the scale-free networks on the convergence of multi-agent systems are analyzed,and the relationships b... |
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| Keywords: | multi-agent systems consensus degrees correlation average distance clustering coefficient |
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