Monotone Piecewise Affine Systems

Piecewise affine (PWA) systems are autonomous systems with discontinuous vector fields which are affine ordinary differential equations at the points of continuity. These systems have applications to many fields of engineering, including systems biology and traffic engineering. We define what it means for a PWA system to be monotone, and we provide a set of sufficient conditions for monotonicity of PWA systems with hyperrectangular invariants. Such sufficient conditions are useful for understanding the dynamics of such PWA systems and for designing controllers for qualitative, reference tracking. We apply these results towards the drug-discovery problem for the cancer-related p53 pathway.

[1]  C. Desoer,et al.  Linear System Theory , 1963 .

[2]  L. Glass Combinatorial and topological methods in nonlinear chemical kinetics , 1975 .

[3]  Hal L. Smith Systems of ordinary differential equations which generate an order preserving flow. A survey of results , 1988 .

[4]  Aleksej F. Filippov,et al.  Differential Equations with Discontinuous Righthand Sides , 1988, Mathematics and Its Applications.

[5]  El Houssine Snoussi Qualitative dynamics of piecewise-linear differential equations: a discrete mapping approach , 1989 .

[6]  T. Léveillard,et al.  The MDM2 C-terminal Region Binds to TAFII250 and Is Required for MDM2 Regulation of the Cyclin A Promoter* , 1997, The Journal of Biological Chemistry.

[7]  H. Kunze,et al.  A graph theoretical approach to monotonicity with respect to initial conditions II , 1999 .

[8]  F. McCormick,et al.  Opposing Effects of Ras on p53 Transcriptional Activation of mdm2 and Induction of p19ARF , 2000, Cell.

[9]  J. Gouzé,et al.  A class of piecewise linear differential equations arising in biological models , 2002 .

[10]  John M. Lee Introduction to Smooth Manifolds , 2002 .

[11]  H. D. Jong,et al.  Qualitative simulation of genetic regulatory networks using piecewise-linear models , 2004, Bulletin of mathematical biology.

[12]  E. Sontag,et al.  A remark on multistability for monotone systems , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[13]  Alexandre M. Bayen,et al.  A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games , 2005, IEEE Transactions on Automatic Control.

[14]  M. Takagi,et al.  Regulation of p53 Translation and Induction after DNA Damage by Ribosomal Protein L26 and Nucleolin , 2005, Cell.

[15]  M. Hirsch,et al.  4. Monotone Dynamical Systems , 2005 .

[16]  Eduardo Sontag,et al.  A Remark on Multistability for Monotone Systems II , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[17]  A. Levine,et al.  The p53 pathway: positive and negative feedback loops , 2005, Oncogene.

[18]  Richard M. Murray,et al.  Discrete state estimators for systems on a lattice , 2006, Autom..

[19]  E. Farcot,et al.  Periodic solutions of piecewise affine gene network models: the case of a negative feedback loop , 2006, q-bio/0611028.

[20]  M. Hirsch,et al.  Chapter 4 Monotone Dynamical Systems , 2006 .

[21]  Eduardo D. Sontag,et al.  Monotone and near-monotone biochemical networks , 2007, Systems and Synthetic Biology.

[22]  Roberto Horowitz,et al.  Behavior of the cell transmission model and effectiveness of ramp metering , 2008 .

[23]  Claire J. Tomlin,et al.  Topology based control of biological genetic networks , 2008, 2008 47th IEEE Conference on Decision and Control.

[24]  Domitilla Del Vecchio,et al.  A separation principle for a class of hybrid automata on a partial order , 2009, 2009 American Control Conference.