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A Linear Test for Global Nonlinear Controllability

Published 15 May 2024 in math.OC, cs.SY, and eess.SY | (2405.09108v1)

Abstract: It is known that if a nonlinear control affine system without drift is bracket generating, then its associated sub-Laplacian is invertible under some conditions on the domain. In this note, we investigate the converse. We show how invertibility of the sub-Laplacian operator implies a weaker form of controllability, where the reachable sets of a neighborhood of a point have full measure. From a computational point of view, one can then use the spectral gap of the (infinite-dimensional) self-adjoint operator to define a notion of degree of controllability. An essential tool to establish the converse result is to use the relation between invertibility of the sub-Laplacian to the the controllability of the corresponding continuity equation using possibly non-smooth controls. Then using Ambrosio-Gigli-Savare's superposition principle from optimal transport theory we relate it to controllability properties of the control system. While the proof can be considered of the Perron-Frobenius type, we also provide a second dual Koopman point of view.

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References (18)
  1. Control theory from the geometric viewpoint, volume 87. Springer Science & Business Media, 2013.
  2. Gradient flows: in metric spaces and in the space of probability measures. Springer Science & Business Media, 2005.
  3. Sub-riemannian structures on groups of diffeomorphisms. Journal of the Institute of Mathematics of Jussieu, 16(4):745–785, 2017.
  4. Patrick Bernard. Young measures, superposition and transport. Indiana University mathematics journal, pages 247–275, 2008.
  5. Hormander Operators. World Scientific, 2022.
  6. Approximately controllable finite-dimensional bilinear systems are controllable. Systems & Control Letters, 157:105028, 2021.
  7. The ’l’ax-’m’ilgram theorem. a detailed proof to be formalized in coq. arXiv preprint arXiv:1607.03618, 2016.
  8. Denoising diffusion-based control of nonlinear systems. arXiv preprint arXiv:2402.02297, 2024.
  9. Lipschitz continuity, global smooth approximations and extension theorems for sobolev functions in carnot-carathéodory spaces. Journal d’Analyse Mathématique, 74(1):67–97, 1998.
  10. Joao P Hespanha. Linear systems theory. Princeton university press, 2018.
  11. Lars Hörmander. Hypoelliptic second order differential equations. Acta Mathematica, 119(none):147 – 171, 1967.
  12. Alberto Isidori. Nonlinear control systems: an introduction. Springer, 1985.
  13. A nonholonomic Moser theorem and optimal transport. Journal of Symplectic Geometry, 7(4):381–414, 2009.
  14. Chaos, fractals, and noise: stochastic aspects of dynamics, volume 97. Springer Science & Business Media, 2013.
  15. Koopman operator in systems and control. Springer, 2020.
  16. Duy-Minh Nhieu. The Neumann problem for sub-Laplacians on Carnot groups and the extension theorem for Sobolev spaces. Annali di Matematica Pura ed Applicata, 180:1–25, 2001.
  17. Hypoelliptic differential operators and nilpotent groups. 1976.
  18. Lyapunov measure for almost everywhere stability. IEEE Transactions on Automatic Control, 53(1):307–323, 2008.

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