Publication detail

New methods for regression and prediction

ŠŤASTNÝ, J. POPELKA, O. CEPL, M.

Czech title

Nové metody regrese a predikce numerických dat

English title

New methods for regression and prediction

Type

conference paper

Language

en

Original abstract

This paper deals with the application of new evolutionary methods of regression and prediction of an empirical data. Using these methods is especially suitable for problems which are very difficult to solve using classical mathematical methods. These problems include nonlinear regression and prediction. The application of grammatical differential evolution method on a specific regression problem is described.

Czech abstract

Příspěvek se zabývá aplikacemi evolučních metod regrese a predikce empirických dat. Tyto metody je vhodné aplikovat na problémy, které jsou jen obtížně řešitelné klasickými deterministickými matematickými metodami. Mezi tyto úlohy patří také nelineární regrese a predikce. Jsou popsány výsledky aplikace gramatické diferenciální evoluce na konkrétní regresní úlohu.

English abstract

This paper deals with the application of new evolutionary methods of regression and prediction of an empirical data. Using these methods is especially suitable for problems which are very difficult to solve using classical mathematical methods. These problems include nonlinear regression and prediction. The application of grammatical differential evolution method on a specific regression problem is described.

Keywords in Czech

gramatická evoluce, diferenciální evoluce, nelineární model, regrese, predikce

Keywords in English

grammatical evolution, differential evolution, non-linear models, regression, prediction

RIV year

2007

Released

05.09.2007

Publisher

Konvoj

ISBN

978-80-7302-131-3

Book

Obchod a spotřebitel '07

Pages from–to

68–69

Pages count

2

BIBTEX


@inproceedings{BUT28781,
  author="Jiří {Šťastný} and Ondřej {Popelka} and Miroslav {Cepl},
  title="New methods for regression and prediction",
  booktitle="Obchod a spotřebitel '07",
  year="2007",
  month="September",
  pages="68--69",
  publisher="Konvoj",
  isbn="978-80-7302-131-3"
}