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Some Remarks on Controllability of the Liouville Equation

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arxiv 2404.14683 v3 pith:4DLAU6DY submitted 2024-04-23 math.OC

classification math.OC
keywords controllabilitysystemsbrockettconditioncontroldiffeomorphismsequationfeedback
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abstract

We revisit the work of Roger Brockett on controllability of the Liouville equation, with a particular focus on the following problem: Given a smooth controlled dynamical system of the form $\dot{x} = f(x,u)$ and a state-space diffeomorphism $\psi$, design a feedback control $u(t,x)$ to steer an arbitrary initial state $x_0$ to $\psi(x_0)$ in finite time. This formulation of the problem makes contact with the theory of optimal transportation and with nonlinear controllability. For controllable linear systems, Brockett showed that this is possible under a fairly restrictive condition on $\psi$. We prove that controllability suffices for a much larger class of diffeomorphisms. For nonlinear systems defined on smooth manifolds, we review a recent result of Agrachev and Caponigro regarding controllability on the group of diffeomorphisms. A corollary of this result states that, for control-affine systems satisfying a bracket generating condition, any $\psi$ in a neighborhood of the identity can be implemented using a time-varying feedback control law that switches between finitely many time-invariant flows. We prove a quantitative version which allows us to describe the implementation complexity of the Agrachev-Caponigro construction in terms of a lower bound on the number of switchings.

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Cited by 2 Pith papers

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  1. Collective steering in finite time: controllability on $\text{GL}^+(n,\mathbb{R})$

    math.OC 2024-11 conditional novelty 8.0 of 10

    Kalman rank condition is necessary and sufficient for arbitrarily fast steering of invertible rearrangements of identical linear systems, but no continuous universal feedback law exists.

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    math.OC 2024-12 conditional novelty 7.0 of 10

    A ReLU-perceptron neural ODE with piecewise-constant controls can transport a Gaussian to any lighter-tailed target to arbitrary accuracy in KL divergence, with explicit switch counts.

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