Research Article
Collective Behavior Coordination and Aggregation with Low-Cost Communication
@INPROCEEDINGS{10.1007/978-3-642-02469-6_92, author={Hai-Tao Zhang and Michael Chen and Tao Zhou and Zhao Cheng and Pin-Ze Yu}, title={Collective Behavior Coordination and Aggregation with Low-Cost Communication}, proceedings={Complex Sciences. First International Conference, Complex 2009, Shanghai, China, February 23-25, 2009, Revised Papers, Part 2}, proceedings_a={COMPLEX PART 2}, year={2012}, month={5}, keywords={Vicsek model communication synchronization state diagram}, doi={10.1007/978-3-642-02469-6_92} }- Hai-Tao Zhang
Michael Chen
Tao Zhou
Zhao Cheng
Pin-Ze Yu
Year: 2012
Collective Behavior Coordination and Aggregation with Low-Cost Communication
COMPLEX PART 2
Springer
DOI: 10.1007/978-3-642-02469-6_92
Abstract
An important natural phenomenon surfaces that satisfactory synchronization of self-driven particles can be achieved via remarkably reduced communication cost, especially for high density particle groups with low external noise. Statistical numerical evidence illustrates that a highly efficient manner is to distribute the communication messages as evenly as possible along the whole dynamic process, since it minimizes the communication redundancy. More surprisingly, it is discovered that there exists an abnormal region in the state diagram where moderately decreasing the communication cost can even improve the synchronization performance. Significantly, another interesting fact is found that low-cost communication can help the particles aggregate into synchronized clusters, which may be beneficial to explain the forming mechanism of individuals’ aggregation phenomena over biological flocks/swarms.
