Ohad Shamir, Sivan Sabato, et al.
Theoretical Computer Science
This paper is concerned with the stability, in a stochastic sense, of circuits or systems described by ordinary differential equations with randomly time varying parameters. Sufficient conditions for stability in the mean square are obtained by an extension of “Lyapunov's Second Method” to stochastic problems. The general result while applicable to non-linear as well as linear systems, presents formidable computational difficulties except for a few special cases which are tabulated. The linear case with certain assumptions concerning the statistical independence of parameter variation is carried out.© 1959 IEEE. All rights reserved.
Ohad Shamir, Sivan Sabato, et al.
Theoretical Computer Science
Khalid Abdulla, Andrew Wirth, et al.
ICIAfS 2014
Alessandro Morari, Roberto Gioiosa, et al.
IPDPS 2011
Robert E. Donovan
INTERSPEECH - Eurospeech 2001