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"
}