Title :
A multidimensional comparison theorem for solutions of the Skorokhod problem in a wedge with applications to control of a group of independent identical agents
Author :
Anulova, Svetlana
Author_Institution :
Inst. for Control Sci., Russian Acad. of Sci., Moscow, Russia
Abstract :
A problem of controlling a group of independent identical agents is considered. Such problems arise in mathematical economics, in robotics (swarms of mini-robots). The model includes a stochastic component. The general method of the Bellman equation cannot be applied to this problem. The solution is found by the comparison method for solutions of stochastic differential equations using the technique of the Skorokhod reflection operators. The optimal policy admits a realization as a decentralized group control algorithm.
Keywords :
decentralised control; differential equations; economics; mathematical operators; multi-robot systems; optimal control; realisation theory; stochastic processes; Skorokhod problem; Skorokhod reflection operator; decentralized group control; independent identical agents; mathematical economics; minirobot swarm; multidimensional comparison theorem; optimal policy; realization; robotics; stochastic component; stochastic differential equation; wedge; Differential equations; Economics; Equations; Friction; Mathematical model; Optimal control; Trajectory;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717401