Affiliated operators for classical and quantum control
Dimitrios Giannakis, Gage Hoefer

TL;DR
This paper introduces a von Neumann algebra-based framework for analyzing controllability in classical and quantum infinite-dimensional systems, establishing conditions for optimal and approximate control.
Contribution
It develops a novel approach using affiliated operators to study controllability, including unbounded operators, in both classical and quantum control systems.
Findings
Proves existence of time-optimal controls under norm bounds.
Shows the dynamical Lie algebra can determine approximate controllability.
Applies the framework to classical systems via Koopman operators.
Abstract
Using techniques from the theory of von Neumann algebras, we propose a framework for addressing questions of controllability of bilinear systems on infinite dimensional Hilbert spaces. In the setup, we assume only that the drift and control terms arising in a bilinear control system are affiliated with a von Neumann algebra of finite type acting on the same Hilbert space. When the control terms satisfy basic norm bound conditions, we prove existence of time-optimal controls. In the more general setting where all operators may be unbounded, we show how the dynamical Lie algebra for the system is still well-defined and may be used to check approximate controllability of the system in question. We discuss how this approach can be applied to classical dynamical systems through the Koopman operator formalism, and investigate potential candidates for the von Neumann algebra which may guide…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
