1. Swarm Dynamics of a Group of Mobile Autonomous Agents
- Author
-
Liu Bo, Wang Long, Wang Zhan-Feng, and Chu Tian-Guang
- Subjects
Computer science ,ComputingMethodologies_MISCELLANEOUS ,Computer Science::Neural and Evolutionary Computation ,Autonomous agent ,MathematicsofComputing_NUMERICALANALYSIS ,General Physics and Astronomy ,Particle swarm optimization ,Swarm behaviour ,Function (mathematics) ,Topology ,ComputingMethodologies_ARTIFICIALINTELLIGENCE ,Computer Science::Robotics ,Computer Science::Multiagent Systems ,Range (mathematics) ,Cluster (physics) ,Multi-swarm optimization ,Constant (mathematics) - Abstract
We propose a simple swarm model to study collective behaviour of a group of mobile autonomous agents interacting through a long range attraction and short range repulsion function. It is shown that the individuals (agents) will aggregate and eventually form a cohesive cluster of finite size around the swarm centre in a finite time, and the size depends only on the parameters of the swarm model. Furthermore, it is also shown that all the individuals will converge to equilibrium positions of the swarm model, and thus the configuration of the swarm converges to a constant constellation. Numerical simulations are also worked out to illustrate the analytical results.
- Published
- 2004