Title :
On the Problem of Minimum Asymptotic Exit Rate for Stochastically Perturbed Multi-Channel Dynamical Systems
Author :
Befekadu, Getachew K. ; Antsaklis, Panos J.
Author_Institution :
Dept. of Electr. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
Abstract :
We consider the problem of minimizing the asymptotic exit rate with which the controlled-diffusion process of a stochastically perturbed multi-channel dynamical system exits from a given bounded open domain. In particular, for a class of admissible bounded linear feedback operators, we establish a connection between the asymptotic exit rate with which such a controlled-diffusion process exits from the given domain and the asymptotic behavior (i.e., a probabilistic characterization) of the principal eigenvalue of the infinitesimal generator, which corresponds to the stochastically perturbed dynamical system, with zero boundary conditions on the given domain. Finally, we briefly remark on the implication of our result for evaluating the performance of the associated deterministic multi-channel dynamical system, when such a dynamical system is composed with a set of (sub)-optimal admissible linear feedback operators.
Keywords :
asymptotic stability; eigenvalues and eigenfunctions; feedback; linear systems; minimisation; optimal control; perturbation techniques; stochastic systems; admissible bounded linear feedback operators; asymptotic behavior; bounded open domain; controlled-diffusion process; deterministic multichannel dynamical system; infinitesimal generator; minimum asymptotic exit rate problem; probabilistic characterization; stochastically perturbed multichannel dynamical systems; suboptimal admissible linear feedback operators; zero boundary conditions; Boundary conditions; Context; Eigenvalues and eigenfunctions; Electrical engineering; Generators; Process control; Q measurement; Asymptotic exit rate; diffusion equation; multi-channel dynamical systems; multichannel dynamical systems; principal eigenvalue;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2015.2422481