Introducing the effect of aging into the Honey Bee Mating Optimization to determine parameters for blood glucose level calculation

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F16%3A43929280" target="_blank" >RIV/49777513:23520/16:43929280 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1109/HSI.2016.7529615" target="_blank" >http://dx.doi.org/10.1109/HSI.2016.7529615</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/HSI.2016.7529615" target="_blank" >10.1109/HSI.2016.7529615</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Introducing the effect of aging into the Honey Bee Mating Optimization to determine parameters for blood glucose level calculation

Popis výsledku v původním jazyce

Diabetes mellitus is one of the most frequent civilization diseases. It is characterized with elevated blood glucose level. Elevated blood glucose level damages multiple organs with an increased risk of death, mainly due to hypo- or hyperglycemic shock. Eventually, diabetic patient becomes dependent on insulin to maintain normal blood glucose level. Over-dosage of insulin can lead to death in a short period. Therefore, patient and his physician must be aware of patient's blood glucose level. Patient does sporadic measuring of blood glucose level using a finger-stick. From time to time, the patient additionally wears a contin-uous glucose monitoring system. Such a system measures glucose level in subcutaneous tissue - it does not measure blood glucose level. As these two glucose levels are not necessarily the same, a model of glucose dynamics is needed to calculate blood glucose level from subcutaneous tissue glucose level. In this paper, we present a modification of the Honey Bee Mating Optimization algorithm to determine parameters of glucose-dynamics model. The proposed modification intro duces effect of aging into the mating process. We demonstrate that aging improves parameter determination, especially when escaping local extreme of a fitness function.

Název v anglickém jazyce

Introducing the effect of aging into the Honey Bee Mating Optimization to determine parameters for blood glucose level calculation

Popis výsledku anglicky

Diabetes mellitus is one of the most frequent civilization diseases. It is characterized with elevated blood glucose level. Elevated blood glucose level damages multiple organs with an increased risk of death, mainly due to hypo- or hyperglycemic shock. Eventually, diabetic patient becomes dependent on insulin to maintain normal blood glucose level. Over-dosage of insulin can lead to death in a short period. Therefore, patient and his physician must be aware of patient's blood glucose level. Patient does sporadic measuring of blood glucose level using a finger-stick. From time to time, the patient additionally wears a contin-uous glucose monitoring system. Such a system measures glucose level in subcutaneous tissue - it does not measure blood glucose level. As these two glucose levels are not necessarily the same, a model of glucose dynamics is needed to calculate blood glucose level from subcutaneous tissue glucose level. In this paper, we present a modification of the Honey Bee Mating Optimization algorithm to determine parameters of glucose-dynamics model. The proposed modification intro duces effect of aging into the mating process. We demonstrate that aging improves parameter determination, especially when escaping local extreme of a fitness function.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/LO1506" target="_blank" >LO1506: Podpora udržitelnosti centra NTIS - Nové technologie pro informační společnost</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2016

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

USB Proceedings 2016 9th International Conference on Human System Interactions (HSI)

ISBN

978-1-5090-1729-4

ISSN

—

e-ISSN

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Počet stran výsledku

7

Strana od-do

96-102

Název nakladatele

IEEE

Místo vydání

Piscataway

Místo konání akce

Portsmouth

Datum konání akce

6. 7. 2016

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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