System identification acceleration and improvement with genetic programming usage
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10241960" target="_blank" >RIV/61989100:27240/17:10241960 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8285434" target="_blank" >https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8285434</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SSCI.2017.8285434" target="_blank" >10.1109/SSCI.2017.8285434</a>
Alternative languages
Result language
angličtina
Original language name
System identification acceleration and improvement with genetic programming usage
Original language description
Identification of controlled system is a known and necessary task in proper controller design and its adaptation. In all cases, system identification is also a needed procedure for assessment of the nature of the systems and for the simulation proposes. Presented system identification is based on the difference equation parameters finding (optimization) with the usage of the genetics algorithms. The only disadvantage of the proposed method could be the computing time, which can be too long for real applications, when it is necessary to be really precise. One of the factor, which influences the computing time is the number of input-output data. The acceleration and improvement of the proposed method is done by the taking into the account the number of the data, which is necessary for the sufficiently precise identification of the system.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IEEE SSCI 2017 : proceedings : November 27 – December 1, 2017, Honolulu, USA
ISBN
978-1-5386-2726-6
ISSN
—
e-ISSN
neuvedeno
Number of pages
7
Pages from-to
1517-1523
Publisher name
IEEE
Place of publication
Piscataway
Event location
Honolulu
Event date
Nov 27, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000428251401083