Controllability of reaction systems

07/18/2020
by   Sergiu Ivanov, et al.
0

Controlling a dynamical system is the ability of changing its configuration arbitrarily through a suitable choice of inputs. It is a very well studied concept in control theory, with wide ranging applications in medicine, biology, social sciences, engineering. We introduce in this article the concept of controllability of reaction systems as the ability of transitioning between any two states through a suitable choice of context sequences. We show that the problem is PSPACE-hard. We also introduce a model of oncogenic signalling based on reaction systems and use it to illustrate the intricacies of the controllability of reaction systems.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/09/2020

Deep Adversarial Koopman Model for Reaction-Diffusion systems

Reaction-diffusion systems are ubiquitous in nature and in engineering a...
research
07/28/2023

Fixed Points and Attractors of Reactantless and Inhibitorless Reaction Systems

Reaction systems are discrete dynamical systems that model biochemical p...
research
03/19/2019

Complexity of the dynamics of reaction systems

Reaction systems are discrete dynamical systems inspired by bio-chemical...
research
01/08/2016

Cox process representation and inference for stochastic reaction-diffusion processes

Complex behaviour in many systems arises from the stochastic interaction...
research
12/03/2020

Graph Surfing in Reaction Systems from a Categorial Perspective

Graph-based reaction systems were recently introduced as a generalizatio...
research
12/21/2018

Dynamical analysis in a self-regulated system undergoing multiple excitations: first order differential equation approach

In this paper, we discuss a novel approach for studying longitudinal dat...
research
05/27/2023

Probing reaction channels via reinforcement learning

We propose a reinforcement learning based method to identify important c...

Please sign up or login with your details

Forgot password? Click here to reset