Generalized optimal transport and mean field control problems for reaction-diffusion systems with high-order finite element computation
Optimization and Control
2023-06-13 v1 Numerical Analysis
Numerical Analysis
Abstract
We design and compute a class of optimal control problems for reaction-diffusion systems. They form mean field control problems related to multi-density reaction-diffusion systems. To solve proposed optimal control problems numerically, we first apply high-order finite element methods to discretize the space-time domain and then solve the optimal control problem using augmented Lagrangian methods (ALG2). Numerical examples, including generalized optimal transport and mean field control problems between Gaussian distributions and image densities, demonstrate the effectiveness of the proposed modeling and computational methods for mean field control problems involving reaction-diffusion equations/systems.
Cite
@article{arxiv.2306.06287,
title = {Generalized optimal transport and mean field control problems for reaction-diffusion systems with high-order finite element computation},
author = {Guosheng Fu and Stanley Osher and Will Pazner and Wuchen Li},
journal= {arXiv preprint arXiv:2306.06287},
year = {2023}
}
Comments
40 pages, 12 figures