Limited randomness Evolutionary Strategy Algorithm

Result code in 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>
Result on the web
<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>

Result language
angličtina
Original language name
Limited randomness Evolutionary Strategy Algorithm
Original language description
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
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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