Dynamical modelling collective behavior through adaptation to topological neighbors

摘要

In recent years the field studies on collective behaviors have revealed that topological interaction of k nearest neighbors plays a the key role in flocking. In this work, we show a model of flocking through adaptation to k nearest topological neighbors, and examine the influence of the number of topological neighbors on flocking dynamics with different group size. The model is validated by simulations.