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Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay

Many natural and artificial systems are subject to some sort of delay, which can be in the form of a single discrete delay or distributed over a range of times. Here, we discuss the impact of this distribution on (thermo-)dynamical properties of time-delayed stochastic systems. To this end, we study...

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Autores principales: Loos, Sarah A. M., Hermann, Simon, Klapp, Sabine H. L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229647/
https://www.ncbi.nlm.nih.gov/pubmed/34073091
http://dx.doi.org/10.3390/e23060696
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author Loos, Sarah A. M.
Hermann, Simon
Klapp, Sabine H. L.
author_facet Loos, Sarah A. M.
Hermann, Simon
Klapp, Sabine H. L.
author_sort Loos, Sarah A. M.
collection PubMed
description Many natural and artificial systems are subject to some sort of delay, which can be in the form of a single discrete delay or distributed over a range of times. Here, we discuss the impact of this distribution on (thermo-)dynamical properties of time-delayed stochastic systems. To this end, we study a simple classical model with white and colored noise, and focus on the class of Gamma-distributed delays which includes a variety of distinct delay distributions typical for feedback experiments and biological systems. A physical application is a colloid subject to time-delayed feedback control, which is, in principle, experimentally realizable by co-moving optical traps. We uncover several unexpected phenomena in regard to the system’s linear stability and its thermodynamic properties. First, increasing the mean delay time can destabilize or stabilize the process, depending on the distribution of the delay. Second, for all considered distributions, the heat dissipated by the controlled system (e.g., the colloidal particle) can become negative, which implies that the delay force extracts energy and entropy of the bath. As we show here, this refrigerating effect is particularly pronounced for exponential delay. For a specific non-reciprocal realization of a control device, we find that the entropic costs, measured by the total entropy production of the system plus controller, are the lowest for exponential delay. The exponential delay further yields the largest stable parameter regions. In this sense, exponential delay represents the most effective and robust type of delayed feedback.
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spelling pubmed-82296472021-06-26 Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay Loos, Sarah A. M. Hermann, Simon Klapp, Sabine H. L. Entropy (Basel) Article Many natural and artificial systems are subject to some sort of delay, which can be in the form of a single discrete delay or distributed over a range of times. Here, we discuss the impact of this distribution on (thermo-)dynamical properties of time-delayed stochastic systems. To this end, we study a simple classical model with white and colored noise, and focus on the class of Gamma-distributed delays which includes a variety of distinct delay distributions typical for feedback experiments and biological systems. A physical application is a colloid subject to time-delayed feedback control, which is, in principle, experimentally realizable by co-moving optical traps. We uncover several unexpected phenomena in regard to the system’s linear stability and its thermodynamic properties. First, increasing the mean delay time can destabilize or stabilize the process, depending on the distribution of the delay. Second, for all considered distributions, the heat dissipated by the controlled system (e.g., the colloidal particle) can become negative, which implies that the delay force extracts energy and entropy of the bath. As we show here, this refrigerating effect is particularly pronounced for exponential delay. For a specific non-reciprocal realization of a control device, we find that the entropic costs, measured by the total entropy production of the system plus controller, are the lowest for exponential delay. The exponential delay further yields the largest stable parameter regions. In this sense, exponential delay represents the most effective and robust type of delayed feedback. MDPI 2021-05-31 /pmc/articles/PMC8229647/ /pubmed/34073091 http://dx.doi.org/10.3390/e23060696 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Loos, Sarah A. M.
Hermann, Simon
Klapp, Sabine H. L.
Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay
title Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay
title_full Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay
title_fullStr Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay
title_full_unstemmed Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay
title_short Medium Entropy Reduction and Instability in Stochastic Systems with Distributed Delay
title_sort medium entropy reduction and instability in stochastic systems with distributed delay
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229647/
https://www.ncbi.nlm.nih.gov/pubmed/34073091
http://dx.doi.org/10.3390/e23060696
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