The Non-Linear Dynamic System Modelling by Neural Network and Genetic Algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F01%3APU22501" target="_blank" >RIV/00216305:26220/01:PU22501 - 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 Non-Linear Dynamic System Modelling by Neural Network and Genetic Algorithm
Original language description
The paper deals with the setting of optimum neural network parameters using the genetic algorithm. The neural network is a non-linear dynamic system model. In the first part of the paper the structures of the mathematical and neural model and the modelled non-linear system are discussed. Also described is the genetic algorithm used with searching the optimum parameters of the neural network. The graphs in the second part of the paper show optimization curves, and the resultant values of optimum neural nnetwork parameters are given in a table. The mathematical and neural model and the genetic algorithm were programmed in Matlab as well as the simulations and calculated values.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F01%2F1485" target="_blank" >GA102/01/1485: Enviroment for development, modelling and application of heterogenous systems</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2001
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MOSIS'01 - Modelling and Simulation of Systems
ISBN
80-85988-57-7
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
181-188
Publisher name
MARQ, nám. Msgre Šrámka 6, Ostrava
Place of publication
Ostrava
Event location
Hradec nad Moravicí
Event date
May 9, 2001
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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