Title :
Hierarchical Cucker-Smale Model Subject to Random Failure
Author :
Dalmao, Federico ; Mordecki, Ernesto
Author_Institution :
Univ. de la Republica, Salto, Uruguay
fDate :
7/1/2012 12:00:00 AM
Abstract :
Consider a system of autonomous interacting agents in R3, where each agent adjusts its velocity according to its own past velocity and a weighted mean of the relative velocities of its superiors in a certain prescribed hierarchy. Furthermore, each agent, at each time step, can fail to see any of its superiors with a certain probability, the failure rate probability. We prove that for agent interactions with linear or sub-linear distance dependent rate of decay, the flocking results valid for the non-failure deterministic model introduced by Shen also hold true, independently of the failure rate probability.
Keywords :
failure analysis; multi-agent systems; probability; agent interactions; autonomous interacting agents; failure rate probability; hierarchical Cucker-Smale model; nonfailure deterministic model; random failure; relative velocities; sublinear distance dependent rate; weighted mean; Biological system modeling; Convergence; Equations; Lead; Mathematical model; Noise measurement; Random variables; Cucker–Smale flocking;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2012.2188440