Data-Driven Analysis of Mass-Action Kinetics
Optimization and Control
2017-09-28 v1
Abstract
The physical interconnection of spatial distributed biochemical systems has some advantages when dealing with large-scale problems that require separated agents to be con- trolled locally but with an overall objective. The analysis and control of such systems becomes a difficult task, because of the nonlinear nature of the dynamics of the individual subsystems, and the added complexity due to the interconnection. Therefore, analysis tools from a data-driven perspective are employed in contrast with the analytical classical way that becomes intractable once the subsystems grow in size or complexity.
Cite
@article{arxiv.1709.09273,
title = {Data-Driven Analysis of Mass-Action Kinetics},
author = {Camilo Garcia-Tenorio and Duvan Tellez-Castro and Eduardo Mojica-Nava and Jorge Sofrony},
journal= {arXiv preprint arXiv:1709.09273},
year = {2017}
}
Comments
7 pages, 3 figures