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Transport densities and congested optimal transport problem in the Heisenberg group

Michele Circelli, Giovanna Citti

TL;DR

This work develops a continuous congested optimal transport theory on the Heisenberg group $\mathbb{H}^n$ by restricting transport to horizontal curves and formulating a convex minimization over horizontal traffic plans. It introduces horizontal transport density $a_\gamma$ and horizontal traffic intensity $i_Q$, derives absolute continuity and $L^p$ bounds under regularity assumptions, and defines a weighted distance $c_\phi$ for densities in $L^q$ with $q>N$. A convex congested OT problem is posed via $\min_Q \int_\Omega G(i_Q(x))\,dx$, and Wardrop equilibria are shown to correspond to equilibria of this congested system, giving existence results and links to a Monge–Kantorovich problem with a self-consistent congested metric. The results extend the Euclidean congested OT theory to a non-Euclidean, sub-Riemannian setting, enabling dual formulations and regularity investigations in $\mathbb{H}^n$.

Abstract

We adapt the problem of continuous congested optimal transport to the Heisenberg group, equipped with a sub-Riemannian metric. Originally introduced in the Euclidean setting by Carlier, Jimenez, and Santambrogio as a path-dependent variant of the Monge-Kantorovich problem, we significantly restrict the set of admissible curves to horizontal ones. We establish the existence of equilibrium configurations as solutions to a convex minimization problem over a suitable set of measures on horizontal curves. This result is achieved through the notions of horizontal transport density and horizontal traffic intensity.

Transport densities and congested optimal transport problem in the Heisenberg group

TL;DR

This work develops a continuous congested optimal transport theory on the Heisenberg group by restricting transport to horizontal curves and formulating a convex minimization over horizontal traffic plans. It introduces horizontal transport density and horizontal traffic intensity , derives absolute continuity and bounds under regularity assumptions, and defines a weighted distance for densities in with . A convex congested OT problem is posed via , and Wardrop equilibria are shown to correspond to equilibria of this congested system, giving existence results and links to a Monge–Kantorovich problem with a self-consistent congested metric. The results extend the Euclidean congested OT theory to a non-Euclidean, sub-Riemannian setting, enabling dual formulations and regularity investigations in .

Abstract

We adapt the problem of continuous congested optimal transport to the Heisenberg group, equipped with a sub-Riemannian metric. Originally introduced in the Euclidean setting by Carlier, Jimenez, and Santambrogio as a path-dependent variant of the Monge-Kantorovich problem, we significantly restrict the set of admissible curves to horizontal ones. We establish the existence of equilibrium configurations as solutions to a convex minimization problem over a suitable set of measures on horizontal curves. This result is achieved through the notions of horizontal transport density and horizontal traffic intensity.
Paper Structure (13 sections, 20 theorems, 155 equations)

This paper contains 13 sections, 20 theorems, 155 equations.

Key Result

Theorem 2.1

A non-trivial geodesic starting from $0$ is the restriction to $[0,1]$ of the curve either of the form for some $\chi \in \mathbb{R}^{2n}\setminus\{0\}$ and $\theta\in [-2\pi,2\pi]\setminus\left\{0\right\}$, or of the form for some $\chi \in \mathbb{R}^{2n}\setminus\{0\}$ and $\theta=0$. In particular, it holds In particular it is a horizontal curve and it holds:

Theorems & Definitions (40)

  • Theorem 2.1
  • Proposition 2.2
  • Theorem 2.3
  • Proposition 2.4
  • Lemma 2.5
  • Theorem 2.6
  • Lemma 3.1
  • proof
  • Proposition 3.2
  • proof
  • ...and 30 more