A Small-Gain Theorem for Random Dynamical Systems with Inputs and Outputs

A formalism for the study of random dynamical systems with inputs and outputs (RDSIO) is introduced. An axiomatic framework and basic properties of RDSIO are developed, and a theorem is shown that guarantees the stability of interconnected systems.

[1]  J. Keizer Biochemical Oscillations and Cellular Rhythms: The molecular bases of periodic and chaotic behaviour, by Albert Goldbeter , 1998 .

[2]  Eduardo D. Sontag,et al.  Mathematical Control Theory: Deterministic Finite Dimensional Systems , 1990 .

[3]  H. Deng,et al.  Stochastic Nonlinear Stabilization|part I: a Backstepping Design Submitted to Systems and Control Letters , 1997 .

[4]  Eduardo D. Sontag,et al.  Random Dynamical Systems with Inputs , 2013 .

[5]  Jifa Jiang,et al.  On the global attractivity of monotone random dynamical systems , 2010 .

[6]  Michael Marcondes de Freitas A class of input/output random systems: Monotonicity and a small-gain theorem , 2014 .

[7]  David Angeli,et al.  Monotone control systems , 2003, IEEE Trans. Autom. Control..

[8]  A. Isidori Nonlinear Control Systems , 1985 .

[9]  J. K. Hunter,et al.  Measure Theory , 2007 .

[10]  M. Krstić,et al.  Stochastic nonlinear stabilization—I: a backstepping design , 1997 .

[11]  Peter E. Kloeden,et al.  Nonautonomous Dynamical Systems in the Life Sciences , 2013 .

[12]  Eduardo Sontag,et al.  Global attractivity, I/O monotone small-gain theorems, and biological delay systems , 2005 .

[13]  Michael F. Barnsley,et al.  Fractals everywhere , 1988 .

[14]  H. Freud Mathematical Control Theory , 2016 .

[15]  Eduardo D. Sontag,et al.  Well-defined steady-state response does not imply CICS , 2006, Syst. Control. Lett..

[16]  Peter Kuster,et al.  Nonlinear And Adaptive Control Design , 2016 .

[17]  N. Rashevsky,et al.  Mathematical biology , 1961, Connecticut medicine.

[18]  M. Elowitz,et al.  A synthetic oscillatory network of transcriptional regulators , 2000, Nature.

[19]  Eduardo D. Sontag,et al.  A class of random control systems: Monotonicity and the convergent-input convergent-state property , 2013, 2013 American Control Conference.

[20]  H. Crauel,et al.  Iterated Function Systems and Multiplicative Ergodic Theory , 1992 .

[21]  Shouchuan Hu,et al.  Handbook of multivalued analysis , 1997 .

[22]  Jimmie D. Lawson,et al.  A Lipschitz constant formula for vector addition in cones with applications to Stein-like equations , 2012 .

[23]  V. Araújo Random Dynamical Systems , 2006, math/0608162.

[24]  Hal L. Smith,et al.  Monotone Dynamical Systems: An Introduction To The Theory Of Competitive And Cooperative Systems (Mathematical Surveys And Monographs) By Hal L. Smith , 1995 .

[25]  Miroslav Krstic,et al.  Stabilization of stochastic nonlinear systems driven by noise of unknown covariance , 2001, IEEE Trans. Autom. Control..

[26]  Mircea-Dan Rus,et al.  Normal Cones and Thompson Metric , 2013, 1309.5195.

[27]  R. Nussbaum Hilbert's Projective Metric and Iterated Nonlinear Maps , 1988 .

[28]  Kellen Petersen August Real Analysis , 2009 .

[29]  Tanja Neumann Monotone Random Systems Theory And Applications , 2016 .

[30]  M. A. Krasnoselʹskii,et al.  Positive Linear Systems, the Method of Positive Operators , 1989 .

[31]  A. C. Thompson ON CERTAIN CONTRACTION MAPPINGS IN A PARTIALLY ORDERED VECTOR SPACE , 1963 .

[32]  Eduardo Sontag Smooth stabilization implies coprime factorization , 1989, IEEE Transactions on Automatic Control.

[33]  T. Basar,et al.  Backstepping controller design for nonlinear stochastic systems under a risk-sensitive cost criterion , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[34]  P. Florchinger Feedback stabilization of affine in the control stochastic differential systems by the control Lyapunov function method , 1996, Proceedings of 35th IEEE Conference on Decision and Control.

[35]  James D. Murray Mathematical Biology: I. An Introduction , 2007 .

[36]  R. Nussbaum Iterated nonlinear maps and Hilbert’s projective metric. II , 1989 .