On the influence of different number generators on results of the symbolic regression
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86090877" target="_blank" >RIV/61989100:27240/14:86090877 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86090877
Result on the web
<a href="http://dx.doi.org/10.1007/s00500-013-1172-x" target="_blank" >http://dx.doi.org/10.1007/s00500-013-1172-x</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s00500-013-1172-x" target="_blank" >10.1007/s00500-013-1172-x</a>
Alternative languages
Result language
angličtina
Original language name
On the influence of different number generators on results of the symbolic regression
Original language description
This paper deals with mutual comparison of different pseudorandom number generators and its impact on the performance of selected algorithms of the symbolic regression. In this paper we discuss the use of genetic programming (GP) with use of chaotic systems as well as its main attributes and universal features. It is also explained why deterministic chaos is used and compared here with standard pseudorandom number generators. Based on the characterization of deterministic chaos, universal features of that kind of behavior are explained. In the second part of the paper we discuss selected examples of GP powered by deterministic chaos and classical pseudorandom number generators and its results.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Soft computing
ISSN
1432-7643
e-ISSN
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Volume of the periodical
18
Issue of the periodical within the volume
4
Country of publishing house
US - UNITED STATES
Number of pages
10
Pages from-to
641-650
UT code for WoS article
000333030800004
EID of the result in the Scopus database
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