Title :
A multidimensional comparison theorem for SDE with reflection applications to control of a group of independent identical agents
Author :
Anulova, Svetlana
Author_Institution :
Lab. of Stat. Inf. Treatment, V.A. Trapeznikov Inst. of Control 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 [6] cannot be applied to this problem. The solution is found by the comparison method for solutions of SDE using the technique of the Skorokhod reflection operators. The optimal policy admits a realization as a decentralized group control algorithm. The results of the preceding author´s paper [1] are generalized: the state space changes from the line to a half-line with reflection at its base; thus the dynamics of the agent is extended to state dependent. Comparison with partial ordering (in ℝd) is a pioneering approach.
Keywords :
decentralised control; microrobots; multi-robot systems; multidimensional systems; SDE; Skorokhod reflection operators; decentralized group control algorithm; independent identical agents; mathematical economics; minirobots swarms; multidimensional comparison theorem; reflection application; Aerospace electronics; Differential equations; Equations; Face; Optimal control; Stochastic processes; Vectors;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862530