Coordination of groups of mobile autonomous agents using nearest neighbor rules
University of Pennsylvania · Yale University
Abstract
In a recent Physical Review Letters article, Vicsek et al. propose a simple but compelling discrete-time model of n autonomous agents (i.e., points or particles) all moving in the plane with the same speed but with different headings. Each agent's heading is updated using a local rule based on the average of its own heading plus the headings of its "neighbors." In their paper, Vicsek et al. provide simulation results which demonstrate that the nearest neighbor rule they are studying can cause all agents to eventually move in the same direction despite the absence of centralized coordination and despite the fact that each agent's set of nearest neighbors change with time as the system evolves. This paper…
Citation impact
- FWCI
- 120.97
- Percentile
- 100%
- References
- 40
Authors
3Topics & keywords
- Heading (navigation)
- k-nearest neighbors algorithm
- Computer science
- Lyapunov function
- Convergence (economics)
- Simple (philosophy)
- Set (abstract data type)
- Autonomous agent