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

Result code in 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>

Result on the web

<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>

Result language

angličtina

Original language name

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

Original language description

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.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

IN - Informatics

OECD FORD branch

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Project

<a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>

Continuities

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

Publication year

2016

Confidentiality

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

Article name in the collection

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

ISBN

978-1-5090-1729-4

ISSN

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e-ISSN

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Number of pages

7

Pages from-to

96-102

Publisher name

IEEE

Place of publication

Piscataway

Event location

Portsmouth

Event date

Jul 6, 2016

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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