On Lagrangian dynamics based modeling of swarm behavior

被引:18
作者
Gazi, Veysel [1 ]
机构
[1] Istanbul Kemerburgaz Univ, Dept Elect & Elect Engn, TR-34217 Istanbul, Turkey
关键词
Swarms; Multi-agent dynamic systems; Multi-robot systems; Multi-particle systems; Group dynamics; Lagrangian dynamics; STABILITY ANALYSIS; ARTIFICIAL POTENTIALS; MULTIAGENT SYSTEMS; COLLECTIVE MOTION; FLOCKING; COORDINATION; AGGREGATION; ALGORITHMS; DISCRETE; DISTANCE;
D O I
10.1016/j.physd.2013.06.010
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this article a Lagrangian dynamics based approach for modeling swarm dynamics is presented. The approach is based on energy and is alternative to the commonly used Newtonian dynamics, which is based on forces. For that purpose first the concept of biological potential energy is introduced. Various components of the biological potential energy such as swarming potential energy, environmental potential energy, and predator potential energy are also introduced and example kernel functions discussed. Simple illustrative numerical simulations are also provided. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:159 / 175
页数:17
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