Continuous dependence of linear differential systems on polynomial modules

Linear differential systems, in Willems’ behavioral system theory, are defined to be the solution sets to systems of linear constant coefficient PDEs, and they are naturally parameterized in a bijective way by means of polynomial modules. In this article, introducing appropriate topologies, this parametrization is made continuous in both directions. Moreover, the space of linear differential systems with a given complexity polynomial is embedded into a Grassmannian.

[1]  Jan C. Willems,et al.  From time series to linear system - Part I. Finite dimensional linear time invariant systems , 1986, Autom..

[2]  Alexander Grothendieck,et al.  Techniques de construction et théorèmes d'existence en géométrie algébrique IV : les schémas de Hilbert , 1961 .

[3]  Jan C. Willems,et al.  Continuity of dynamical systems: A system theoretic approach , 1988, Math. Control. Signals Syst..

[4]  D. Eisenbud The Geometry of Syzygies: A Second Course in Commutative Algebra and Algebraic Geometry , 2004 .

[5]  V. Levenshtein Designs as maximum codes in polynomial metric spaces , 1992 .

[6]  U. Oberst Multidimensional constant linear systems , 1990, EUROCAST.

[7]  Vakhtang Lomadze Proper representations of (multivariate) linear differential systems , 2016, Syst. Control. Lett..

[8]  Christiaan Heij,et al.  Introduction to mathematical systems theory , 1997 .

[9]  Vakhtang Lomadze,et al.  Characterization of linear differential systems (in several variables) , 2014, Syst. Control. Lett..

[10]  Jan C. Willems,et al.  Continuity of dynamical systems: The continuous-time case , 1992, Math. Control. Signals Syst..

[11]  Shiva Shankar,et al.  The Hautus Test and Genericity Results for Controllable and Uncontrollable Behaviors , 2013, SIAM J. Control. Optim..

[12]  J. Willems Paradigms and puzzles in the theory of dynamical systems , 1991 .

[13]  Paula Rocha,et al.  The Generic Degree of Autonomy , 2018, SIAM J. Appl. Algebra Geom..

[14]  J. Willems,et al.  Continuity of latent variable models , 1991 .