Papers
Topics
Authors
Recent
Assistant
AI Research Assistant
Well-researched responses based on relevant abstracts and paper content.
Custom Instructions Pro
Preferences or requirements that you'd like Emergent Mind to consider when generating responses.
Gemini 2.5 Flash
Gemini 2.5 Flash 33 tok/s
Gemini 2.5 Pro 51 tok/s Pro
GPT-5 Medium 24 tok/s Pro
GPT-5 High 26 tok/s Pro
GPT-4o 74 tok/s Pro
Kimi K2 188 tok/s Pro
GPT OSS 120B 362 tok/s Pro
Claude Sonnet 4.5 34 tok/s Pro
2000 character limit reached

A Linear Test for Global Nonlinear Controllability (2405.09108v1)

Published 15 May 2024 in math.OC, cs.SY, and eess.SY

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.

Definition Search Book Streamline Icon: https://streamlinehq.com
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.

Summary

We haven't generated a summary for this paper yet.

Lightbulb Streamline Icon: https://streamlinehq.com

Continue Learning

We haven't generated follow-up questions for this paper yet.

Authors (1)

List To Do Tasks Checklist Streamline Icon: https://streamlinehq.com

Collections

Sign up for free to add this paper to one or more collections.

Don't miss out on important new AI/ML research

See which papers are being discussed right now on X, Reddit, and more:

“Emergent Mind helps me see which AI papers have caught fire online.”

Philip

Philip

Creator, AI Explained on YouTube