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Time optimal entrainment control for circadian rhythm
The circadian rhythm functions as a master clock that regulates many physiological processes in humans including sleep, metabolism, hormone secretion, and neurobehavioral processes. Disruption of the circadian rhythm is known to have negative impacts on health. Light is the strongest circadian stimu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6919585/ https://www.ncbi.nlm.nih.gov/pubmed/31851723 http://dx.doi.org/10.1371/journal.pone.0225988 |
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author | Julius, A. Agung Yin, Jiawei Wen, John T. |
author_facet | Julius, A. Agung Yin, Jiawei Wen, John T. |
author_sort | Julius, A. Agung |
collection | PubMed |
description | The circadian rhythm functions as a master clock that regulates many physiological processes in humans including sleep, metabolism, hormone secretion, and neurobehavioral processes. Disruption of the circadian rhythm is known to have negative impacts on health. Light is the strongest circadian stimulus that can be used to regulate the circadian phase. In this paper, we consider the mathematical problem of time-optimal circadian (re)entrainment, i.e., computing the lighting schedule to drive a misaligned circadian phase to a reference circadian phase as quickly as possible. We represent the dynamics of the circadian rhythm using the Jewett-Forger-Kronauer (JFK) model, which is a third-order nonlinear differential equation. The time-optimal circadian entrainment problem has been previously solved in settings that involve either a reduced-order JFK model or open-loop optimal solutions. In this paper, we present (1) a general solution for the time-optimal control problem of fastest entrainment that can be applied to the full order JFK model (2) an evaluation of the impacts of model reduction on the solutions of the time-optimal control problem, and (3) optimal feedback control laws for fastest entrainment for the full order Kronauer model and evaluate their robustness under some modeling errors. |
format | Online Article Text |
id | pubmed-6919585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69195852019-12-27 Time optimal entrainment control for circadian rhythm Julius, A. Agung Yin, Jiawei Wen, John T. PLoS One Research Article The circadian rhythm functions as a master clock that regulates many physiological processes in humans including sleep, metabolism, hormone secretion, and neurobehavioral processes. Disruption of the circadian rhythm is known to have negative impacts on health. Light is the strongest circadian stimulus that can be used to regulate the circadian phase. In this paper, we consider the mathematical problem of time-optimal circadian (re)entrainment, i.e., computing the lighting schedule to drive a misaligned circadian phase to a reference circadian phase as quickly as possible. We represent the dynamics of the circadian rhythm using the Jewett-Forger-Kronauer (JFK) model, which is a third-order nonlinear differential equation. The time-optimal circadian entrainment problem has been previously solved in settings that involve either a reduced-order JFK model or open-loop optimal solutions. In this paper, we present (1) a general solution for the time-optimal control problem of fastest entrainment that can be applied to the full order JFK model (2) an evaluation of the impacts of model reduction on the solutions of the time-optimal control problem, and (3) optimal feedback control laws for fastest entrainment for the full order Kronauer model and evaluate their robustness under some modeling errors. Public Library of Science 2019-12-18 /pmc/articles/PMC6919585/ /pubmed/31851723 http://dx.doi.org/10.1371/journal.pone.0225988 Text en © 2019 Julius et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Julius, A. Agung Yin, Jiawei Wen, John T. Time optimal entrainment control for circadian rhythm |
title | Time optimal entrainment control for circadian rhythm |
title_full | Time optimal entrainment control for circadian rhythm |
title_fullStr | Time optimal entrainment control for circadian rhythm |
title_full_unstemmed | Time optimal entrainment control for circadian rhythm |
title_short | Time optimal entrainment control for circadian rhythm |
title_sort | time optimal entrainment control for circadian rhythm |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6919585/ https://www.ncbi.nlm.nih.gov/pubmed/31851723 http://dx.doi.org/10.1371/journal.pone.0225988 |
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