Evidence map›Paper›PMID 34564767›Full record

ArticleJournal of mathematical biology2021

Is our breathing optimal? Solving a piecewise linear model with constraints.

Faheem Zaidi, Alona Ben-Tal, Mick Roberts

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Article in Journal of mathematical biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Faheem ZaidiDepartment of Mathematical Sciences, Federal Urdu University, Karachi, Pakistan.ORCID 0000-0002-6545-3647
Alona Ben-TalSchool of Natural and Computational Sciences, College of Sciences, Massey University, Private Bag 102904, North Shore City, 0745, Auckland, New Zealand. a.ben-tal@massey.ac.nz.ORCID 0000-0002-2627-3774
Mick RobertsSchool of Natural and Computational Sciences, Massey University, Auckland, New Zealand.ORCID 0000-0003-2693-5093

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper is motivated by a question related to the control of amplitude and frequency of breathing. We present a simplified mathematical model, consisting of two piecewise linear ordinary differential equations, that could represent gas exchange in the lungs. We then define and solve an optimal control problem with unknown durations of inhalation and exhalation, subject to several constraints. The durations are divided such that one of the state variables is strictly increasing during the first phase and decreasing during the second phase. The optimal control problem can be solved analytically. One analytical solution is found when the forcing is a given sinusoidal function with unknown period and amplitude. Other analytical solutions are found when the forcing function, the period and the duration of the first phase are unknown but the amplitude is given. Our results show that different cost functions can produce different optimal forcing functions. We also show that the shape of these functions does not affect the average levels of oxygen in the lungs-the average level of oxygen is only dependent on the amplitude and period of breathing in the model we present.

Indexed as

LungRespirationAlgorithmsLinear ModelsModels, TheoreticalBreathing patternOptimal controlPiecewise

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.