Lanzhou University of Technology Institutional Repository (LUT_IR)
Practical stability analysis for exponential type stochastic swarms | |
Xue, Zhibin1,3; Zeng, Jianchao2 | |
2009 | |
会议名称 | 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009 |
会议录名称 | Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009
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会议日期 | December 11, 2009 - December 13, 2009 |
会议地点 | Wuhan, China |
出版者 | IEEE Computer Society |
摘要 | A novel Lagrangian "individual-based" isotropic continuous time exponential type stochastic swarming model in an n-dimensional Euclidean space with a family of attraction/repulsion function is proposed in this article. The stability of aggregating behavior of the swarms system are verified by practical stability theoretical analysis and numerical simulation. Practical stability analysis and numerical simulations results further indicate that the individual members living in group during the course of coordinative motion can realize the mutual aggregating behavior, the motion of each individual member is a combination of the inter-individual interactions, meanwhile, which are also presented to demonstrate the effectiveness of our model. The attraction/repulsion function is odd, so the attractive force and repulsion force taking effect in opposite direction that leads to aggregation behavior. ©2009 IEEE. |
关键词 | Agglomeration Continuous time systems Intelligent agents Multi agent systems Numerical models Stochastic systems System stability Aggregation behavior Attraction/repulsion function Euclidean spaces Inter-individual interactions Isotropic Practical stability Practical stability analysis Stochastic swarms |
DOI | 10.1109/CISE.2009.5363507 |
收录类别 | EI |
语种 | 英语 |
EI入藏号 | 20101212799127 |
EI主题词 | Stochastic models |
来源库 | Compendex |
分类代码 | 802.3 Chemical Operations - 921 Mathematics - 922.1 Probability Theory - 961 Systems Science |
引用统计 | 无
|
文献类型 | 会议论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/117161 |
专题 | 兰州理工大学 |
作者单位 | 1.College of Electric and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 2.Department of chemical machinery, Chemical engineering college, Qinghai University, Xining 810016, China; 3.Division of System Simulation and Computer Application, Taiyuan University of Science and Technology, Taiyuan 030024, China |
第一作者单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Xue, Zhibin,Zeng, Jianchao. Practical stability analysis for exponential type stochastic swarms[C]:IEEE Computer Society,2009. |
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