期刊
MATHEMATICAL METHODS IN THE APPLIED SCIENCES
卷 -, 期 -, 页码 -出版社
WILEY
DOI: 10.1002/mma.9801
关键词
flocking; local interaction; stochastic matrix; unit speed constraint; Vicsek model
In this paper, the flocking behavior of a locally interacting multi-agent system with a unit speed constraint is studied. By utilizing the spectral gap of a connected stochastic matrix and estimating perturbations of a linearized system, a sufficient condition is obtained that guarantees flocking based only on initial data and model parameters. It is further shown that the system achieves a consensus at an exponential rate.
In this paper, we study the flocking behavior of a locally interacting multi-agent system with a unit speed constraint. Using the spectral gap of a connected stochastic matrix, together with an elaborate estimation on perturbations of a linearized system, we obtain a sufficient condition imposed only on initial data and model parameters to guarantee flocking and further show that the system achieves a consensus at an exponential rate.
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