Limited randomness Evolutionary Strategy Algorithm

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F15%3A00239593" target="_blank" >RIV/68407700:21260/15:00239593 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-19824-8_5" target="_blank" >http://dx.doi.org/10.1007/978-3-319-19824-8_5</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-19824-8_5" target="_blank" >10.1007/978-3-319-19824-8_5</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Limited randomness Evolutionary Strategy Algorithm

Popis výsledku v původním jazyce

Herein presented paper is denoted to study of real requirements of evolutionary algorithm to random number generator properties. In the past years novel studies occurred. These studies pointed that in some situations random number generator might be replaced by deterministic chaos system. The goal of presented paper is to point the significant properties of number generator, to extend the class of systems to use on its place. During preparation of the paper experiments with Evolutionary Strategy algorithm were done and as the test- bed problems of identification of parameters of two deterministic chaos systems were used. Namely, these systems were Lorenz and Rabinovich-Fabricant ones. The conclusion of the paper is, that periodic functions might be used if proper parameters and sampling period of number generating function replacing random number generator are chosen. This result is not so interesting from practical viewpoint, because the application of sin(x) function is slower than s

Název v anglickém jazyce

Limited randomness Evolutionary Strategy Algorithm

Popis výsledku anglicky

Herein presented paper is denoted to study of real requirements of evolutionary algorithm to random number generator properties. In the past years novel studies occurred. These studies pointed that in some situations random number generator might be replaced by deterministic chaos system. The goal of presented paper is to point the significant properties of number generator, to extend the class of systems to use on its place. During preparation of the paper experiments with Evolutionary Strategy algorithm were done and as the test- bed problems of identification of parameters of two deterministic chaos systems were used. Namely, these systems were Lorenz and Rabinovich-Fabricant ones. The conclusion of the paper is, that periodic functions might be used if proper parameters and sampling period of number generating function replacing random number generator are chosen. This result is not so interesting from practical viewpoint, because the application of sin(x) function is slower than s

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

—

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2015

Kód důvěrnosti údajů

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

Název statě ve sborníku

Mendel 2015

ISBN

978-3-319-19823-1

ISSN

2194-5357

e-ISSN

—

Počet stran výsledku

10

Strana od-do

53-62

Název nakladatele

Springer

Místo vydání

Heidelberg

Místo konání akce

Brno

Datum konání akce

23. 6. 2015

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

000364847700005