Title :
Some new results on bees-mechanism-based flock control with neighbors chosen by topological distance
Author :
XiaoFang Zhu ; Chen Wei ; Haibin Duan ; Qianru Li
Author_Institution :
Sci. & Technol. on Aircraft Control Lab., Beihang Univ., Beijing, China
Abstract :
Recent works have demonstrated that individuals within large flocks respond to a fixed number of nearest neighbors. With this fact, the topological distance neighbors chosen method is proposed. In this paper, results obtained by this method show a better performance in the individual aggregation of a sparsely distributed flock when compared with the results obtained by metric distance method. At the same time, a new ellipse motion trail result, which may explain the hover phenomenon of bird flocks, is obtained from this method. Besides, the effect of different K on the speed to reach consensus is studied and it turns out that seven is a relatively optimal number. Results that can demonstrate the validity of this method in the incomplete information situation are also displayed in this paper.
Keywords :
particle swarm optimisation; pattern classification; bees-mechanism-based flock control; bird flocks; hover phenomenon; metric distance method; topological distance; Acceleration; Educational institutions; Force; Mathematical model; Measurement; Navigation; Vectors;
Conference_Titel :
Guidance, Navigation and Control Conference (CGNCC), 2014 IEEE Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4799-4700-3
DOI :
10.1109/CGNCC.2014.7007591