Multi-layered evolutionary system suitable to symbolic model regression

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F11%3A00185766" target="_blank" >RIV/68407700:21260/11:00185766 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Multi-layered evolutionary system suitable to symbolic model regression

Original language description

Presented paper deals with description of multilayered evolutionary system optimized to symbolic regression of difficult systems like e.g. deterministic chaos ones. This paper starts with brief introduction of previous works and ideas. Then the structureof Genetic Programmiing Algorithm - Evolutionary Strategu hybrid system is described and analyzed including such problems as suitability to parallel implementation, optimal set of building blocks, or initial population generating rules. GPA-ES combinesGPA to model development with ES used for model parameter identification. Such hybrid system eliminates many weakness of standard GPA. The paper ends with examples of GPA-ES application.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

JD - Use of computers, robotics and its application

OECD FORD branch

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Project

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Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2011

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Recent Researches in Applied Informatics

ISBN

978-1-61804-034-3

ISSN

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e-ISSN

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Number of pages

4

Pages from-to

222-225

Publisher name

WSEAS Press

Place of publication

Athens

Event location

Praha

Event date

Sep 26, 2011

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

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