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  • 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.
  • 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. (en)
Title
  • On the influence of different number generators on results of the symbolic regression
  • On the influence of different number generators on results of the symbolic regression (en)
skos:prefLabel
  • On the influence of different number generators on results of the symbolic regression
  • On the influence of different number generators on results of the symbolic regression (en)
skos:notation
  • RIV/61989100:27740/14:86090877!RIV15-MSM-27740___
http://linked.open...avai/riv/aktivita
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  • P(ED1.1.00/02.0070), S
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  • 4
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  • 34445
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  • RIV/61989100:27740/14:86090877
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  • Bifurcation; Mersenne twister; Chaos theory; Random numbers; Symbolic regression (en)
http://linked.open.../riv/klicoveSlovo
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  • US - Spojené státy americké
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  • [23A7CB78AEF0]
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  • Soft computing
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  • 18
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Gajdoš, Petr
http://linked.open...ain/vavai/riv/wos
  • 000333030800004
issn
  • 1432-7643
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/s00500-013-1172-x
http://localhost/t...ganizacniJednotka
  • 27740
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