Nonlinear system identification by GPA-ES
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F12%3A00196718" target="_blank" >RIV/68407700:21260/12:00196718 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/CarpathianCC.2012.6228616" target="_blank" >http://dx.doi.org/10.1109/CarpathianCC.2012.6228616</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CarpathianCC.2012.6228616" target="_blank" >10.1109/CarpathianCC.2012.6228616</a>
Alternative languages
Result language
angličtina
Original language name
Nonlinear system identification by GPA-ES
Original language description
The paper discusses application of Genetic Programming Algotithm - Evolutionary Strategy (GPA-ES) algorithm to symbolic regression of chaotic systems. In the paper, Van der Pol oscillator and especially Rabinovich-Fabrikant equations are analyzed and regressed. On the base of these experiments, novel improvements of GPA-ES algorithm are suggested.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
—
Result continuities
Project
—
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 13th International Carpathian Control Conference
ISBN
9781457718687
ISSN
—
e-ISSN
—
Number of pages
5
Pages from-to
58-62
Publisher name
Technical University of Košice
Place of publication
Košice
Event location
Podbánské
Event date
May 28, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—