Title :
A class of attraction/repulsion functions for stable swarm aggregations
Author :
Gazi, Veysel ; Passino, Kevin M.
Author_Institution :
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
In this article, for an M-member "individual-based" continuous time swarm model in an n-dimensional space, we extend our previous results (2002) by specifying a general class of attraction/repulsion functions that can be used to achieve swarm aggregation. These functions are odd functions that have terms for attraction and repulsion acting in opposite directions in compliance with real biological swarms. We present a stability analysis for several cases of the functions considered to characterize the swarm cohesiveness, size, and ultimate motions while in a cohesive group.
Keywords :
multi-agent systems; stability; attraction repulsion functions; continuous time swarm model; multiagent system; multidimensional space; stability analysis; stable swarm aggregations; swarm cohesion analysis; Asymptotic stability; Automotive engineering; Biological system modeling; Convergence; Delay effects; Distributed control; Lyapunov method; Mathematical model; Robots; Stability analysis;
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
Print_ISBN :
0-7803-7516-5
DOI :
10.1109/CDC.2002.1184277