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一个包含目标趋向性的增强型Cucker-Smale群体运动模型
引用本文:曾庆荣,李鹏飞,季袁冬,罗懋康.一个包含目标趋向性的增强型Cucker-Smale群体运动模型[J].四川大学学报(自然科学版),2020,57(5):841-846.
作者姓名:曾庆荣  李鹏飞  季袁冬  罗懋康
作者单位:四川大学空天科学与工程学院,成都 610064;四川大学数学学院,成都 610064;四川大学空天科学与工程学院,成都 610064;四川大学数学学院,成都 610064
基金项目:国防科技创新特区项目(1816311ZT00300601)
摘    要:生物群集运动往往具有共同的群体目的,且群体成员仅在局部范围内进行信息交互。在描述生物群集运动的Cucker-Smale模型基础上,引入目标趋向作用和几何邻域,建立了更符合实际的增强Cucker-Smale群体运动模型,并结合速度匹配、避免碰撞、群体聚集、趋向目标4个群体目的建立了相应的效能评价指标,以实现对模型效能的量化评估。仿真结果表明,在模型中引入目标趋向作用和几何邻域后,群体能够有效地趋向目标,同时不影响达到其余群体目的;适当增加目标趋向作用会对群体的速度匹配起到积极的促进作用,使群体更快地达到稳定状态。

关 键 词:Cucker-Smale模型  目标趋向  几何邻域  群聚行为
收稿时间:2019/12/31 0:00:00
修稿时间:2020/3/11 0:00:00

An enhanced Cucker-Smale flocking model including the target directed interaction
Zeng Qing-Rong,Li Peng-Fei,Ji Yuan-Dong and Luo Mao-Kang.An enhanced Cucker-Smale flocking model including the target directed interaction[J].Journal of Sichuan University (Natural Science Edition),2020,57(5):841-846.
Authors:Zeng Qing-Rong  Li Peng-Fei  Ji Yuan-Dong and Luo Mao-Kang
Institution:College of Aerospace Science and Engineering, Sichuan University,School of Mathematics, Sichuan University,College of Aeronautics and Astronautics, Sichuan University and School of Mathematics/College of Aeronautics and Astronautics, Sichuan University
Abstract:In a biological flocking behavior, all group members have a common group target and exchange information only in local range. In this paper, based on the Cucker-Smale flocking model describing the movement of biological flocking behavior, an enhanced Cucker-Smale flocking model is proposed by introducing the target directed interaction and geometric neighborhood. In order to quantity the effectiveness of the model, an evaluation system with four functions, which is the speed matching function, the collision avoidance function, the group aggregation function and the target directed function is defined. The simulation illutrates the effectiveness of the model.
Keywords:Cucker-Smale model  target directed  geometric neighborhood  evaluation index of effectiveness
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