Optimal Control of Distributed Ensembles With Application to Bloch Equations

• Type: Article in International Scientific Journal
• Date: 2023

Authors

Chertovskih, R (Author) FEUP; Pogodaev, N (Author) Other; Staritsyn, M (Author) FEUP; Aguiar, AP (Author) FEUP

Journal

Title: IEEE Control Systems Letters

Vol. 7

Pages: 2059-2064

Publisher: IEEE

Indexing

ISI Web of Knowledge - 0 Citations

Other information

Authenticus ID: P-00Y-FQ1

DOI: 10.1109/lcsys.2023.3284205

Abstract (EN): Motivated by the problem of designing robust composite pulses for Bloch equations in the presence of natural perturbations, we study an abstract optimal ensemble control problem in a probabilistic setting with a general nonlinear performance criterion. The model under study addresses mean-field dynamics described by a linear continuity equation in the space of probability measures. For the resulting optimization problem, we derive an exact representation of the increment of the cost functional in terms of the flow of the driving vector field. Using this representation, a descent method is designed that is free of any internal line search. The method is applied to solve new optimal control problems for distributed ensembles of Bloch equations.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 6