Dynamics of Decision Making in Animal Group Motion

被引:58
作者
Nabet, Benjamin [1 ]
Leonard, Naomi E. [1 ]
Couzin, Iain D. [2 ]
Levin, Simon A. [2 ]
机构
[1] Princeton Univ, Dept Mech & Aerosp Engn, Princeton, NJ 08544 USA
[2] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
基金
美国国家科学基金会; 英国工程与自然科学研究理事会;
关键词
Decision making; Dynamical systems; Multi-agent systems; Animal behavior; Collective motion; Coupled oscillators; PLANAR COLLECTIVE MOTION; STABILIZATION;
D O I
10.1007/s00332-008-9038-6
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We analyze a continuous-time model of a multi-agent system motivated by simulation studies on dynamics of decision making in animal groups in motion. Each individual moves at constant speed in the plane and adjusts its heading in response to relative headings of others in the population. The population includes two subgroups that are "informed" such that individuals in each subgroup have a preferred direction of motion. The model exhibits fast and slow time scales allowing for a reduction in the dimension of the problem. The stable solutions for the reduced model correspond to compromise by individuals with conflicting preferences. We study the global phase space for the proposed reduced model by computing equilibria and exploring stability and bifurcations.
引用
收藏
页码:399 / 435
页数:37
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