DocumentCode
1000551
Title
Stability of a one-dimensional discrete-time asynchronous swarm
Author
Gazi, Veysel ; Passino, Kevin M.
Author_Institution
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Volume
35
Issue
4
fYear
2005
Firstpage
834
Lastpage
841
Abstract
In this correspondence, we consider a discrete time one-dimensional asynchronous swarm. First, we describe the mathematical model for motions of the swarm members. Then, we analyze the stability properties of that model. The stability concept that we consider, which matches exactly with stability of equilibria in control theory, characterizes stability of a particular position (relative arrangement) of the swarm members. We call that position the comfortable position (with comfortable intermember distances). Our swarm model and stability analysis are different from other asynchronous swarm models considered in the literature. In particular, in our analysis we employ results on contractive mappings from the parallel and distributed computation literature. The application of these results to the swarm coordination problem is important by itself since they might prove useful also in n-dimensional swarms.
Keywords
artificial life; discrete time systems; motion estimation; multi-agent systems; stability; control theory; mathematical model; multiagent systems; one-dimensional discrete-time asynchronous swarm model; stability analysis; swarm coordination problem; Biological system modeling; Concurrent computing; Control theory; Convergence; Distributed computing; Mathematical model; Motion control; Robot kinematics; Stability analysis; Working environment noise; Aggregation; asynchronous motion; cooperative coordination and control; multiagent systems; swarms; Algorithms; Animals; Computer Simulation; Humans; Models, Biological; Movement; Population Dynamics; Signal Processing, Computer-Assisted; Social Behavior;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/TSMCB.2005.845393
Filename
1468254
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