Laboratory for Control, Learning, and Systems Biology

small-gain theorem

2015
  1. M. Marcondes de Freitas, E.D. Sontag, "A small-gain theorem for random dynamical systems with inputs and outputs", SIAM J. Control and Optimization, vol. 53, pp. 2657-2695, 2015. pdf
    Abstract

    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.

2014
  1. D. Angeli, G.A. Enciso, E.D. Sontag, "A small-gain result for orthant-monotone systems under mixed feedback", Systems and Control Letters, vol. 68, pp. 9-19, 2014. pdf
    Abstract

    This paper introduces a small-gain result for interconnected orthant-monotone systems for which no matching condition is required between the partial orders in input and output spaces. Previous results assumed that the partial orders adopted would be induced by positivity cones in input and output spaces and that such positivity cones should fulfill a compatibility rule: namely either be coincident or be opposite. Those two configurations correspond to positive feedback or negative feedback cases. We relax those results by allowing arbitrary orthant orders.

2011
  1. D. Angeli, E.D. Sontag, "A small-gain result for orthant-monotone systems in feedback: the non sign-definite case", In Proc. IEEE Conf. Decision and Control, Orlando, Dec. 2011, pp. WeC09.1, 2011.
    Abstract

    This note introduces a small-gain result for interconnected MIMO orthant-monotone systems for which no matching condition is required between the partial orders in input and output spaces of the considered subsystems. Previous results assumed that the partial orders adopted would be induced by positivity cones in input and output spaces and that such positivity cones should fulfill a compatibility rule: namely either be coincident or be opposite. Those two configurations corresponded to positive-feedback or negative feedback cases. We relax those results by allowing arbitrary orthant orders.

2006
  1. G.A. Enciso, E.D. Sontag, "Global attractivity, I/O monotone small-gain theorems, and biological delay systems", Discrete Contin. Dyn. Syst., vol. 14, no. 3, pp. 549–578, 2006. pdf
    Abstract

    This paper further develops a method, originally introduced in a paper by Angeli and Sontag, for proving global attractivity of steady states in certain classes of dynamical systems. In this aproach, one views the given system as a negative feedback loop of a monotone controlled system. An auxiliary discrete system, whose global attractivity implies that of the original system, plays a key role in the theory, which is presented in a general Banach space setting. Applications are given to delay systems, as well as to systems with multiple inputs and outputs, and the question of expressing a given system in the required negative feedback form is addressed.

  2. P. de Leenheer, D. Angeli, E.D. Sontag, "Crowding effects promote coexistence in the chemostat", Journal of Mathematical Analysis and Applications, vol. 319, pp. 48-60, 2006. pdf
    Abstract

    We provide an almost-global stability result for a particular chemostat model, in which crowding effects are taken into consideration. The model can be rewritten as a negative feedback interconnection of two monotone i/o systems with well-defined characteristics, which allows the use of a small-gain theorem for feedback interconnections of monotone systems. This leads to a sufficient condition for almost-global stability, and we show that coexistence occurs in this model if the crowding effects are large enough.

2005
  1. P. de Leenheer, D. Angeli, E.D. Sontag, "On predator-prey systems and small-gain theorems", Math. Biosci. Eng., vol. 2, no. 1, pp. 25–42, 2005. pdf
    Abstract

    This paper deals with an almost global attractivity result for Lotka-Volterra systems with predator-prey interactions. These systems can be written as (negative) feedback systems. The subsystems of the feedback loop are monotone control systems, possessing particular input-output properties. We use a small-gain theorem, adapted to a context of systems with multiple equilibrium points to obtain the desired almost global attractivity result. It provides sufficient conditions to rule out oscillatory or more complicated behavior which is often observed in predator-prey systems.

2004
  1. D. Angeli, P. de Leenheer, E.D. Sontag, "A small-gain theorem for almost global convergence of monotone systems", Systems Control Lett., vol. 52, no. 5, pp. 407–414, 2004. pdf
    Abstract

    A small-gain theorem is presented for almost global stability of monotone control systems which are open-loop almost globally stable, when constant inputs are applied. The theorem assumes "negative feedback" interconnections. This typically destroys the monotonicity of the original flow and potentially destabilizes the resulting closed-loop system.

2003
  1. P. de Leenheer, D. Angeli, E.D. Sontag, "Small-gain theorems for predator-prey systems", In Positive systems (Rome, 2003), pp. 191–198, 2003.
2002
  1. E.D. Sontag, B.P. Ingalls, "A small-gain theorem with applications to input/output systems, incremental stability, detectability, and interconnections", J. Franklin Inst., vol. 339, no. 2, pp. 211–229, 2002. pdf
    Abstract

    A general ISS-type small-gain result is presented. It specializes to a small-gain theorem for ISS operators, and it also recovers the classical statement for ISS systems in state-space form. In addition, we highlight applications to incrementally stable systems, detectable systems, and to interconnections of stable systems.