The genetic algorithm used for the optimization of weights and biases of neural networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F02%3APU30577" target="_blank" >RIV/00216305:26210/02:PU30577 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
The genetic algorithm used for the optimization of weights and biases of neural networks
Original language description
The life of the insulating systems of electric rotary machines is strongly dependent upon electrical and thermal features of the insulating material used. The subject of the diagnostics is to specify the condition of insulation used. At present days, themost popular diagnostic tools are the methods of artificial intelligence, and one method is a neural network. However, this tool has many variable parameters, and the resulting effect is dependent upon its suitable setting. Weights and biases that conneect neurones in each layer of the neural network are ranked among these parameters. This paper is concentrated on the use of genetic algorithms for the optimization of weights and biases of the neural network that is used as a diagnostic tool for windinginsulation of electric rotary machines. In this case, the optimization of weights and biases means that the neural network exhibits the minimum absolute mean errors for the diagnostics of winding insulation. The paper describes the archite
Czech name
Genetický algoritmus pro optimalizaci vah neuronové sítě.
Czech description
Článek se zabývá diagnostikou izolačního materiálu elektrických strojů.
Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F03%2F0621" target="_blank" >GA102/03/0621: Irreversible processes in insulating materials for high temperature</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2002
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Study and control of corrosion in the perspective of sustainable development of urban distribution grids
ISBN
973-95041-3-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
72-76
Publisher name
S.C.ICPE
Place of publication
Constanta, Rumunsko
Event location
Constanta
Event date
Jun 6, 2002
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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