Problems of Analyse of PRNGS influence onto the GPA - ES algorithm behaviours

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F16%3A00308165" target="_blank" >RIV/68407700:21260/16:00308165 - 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
Problems of Analyse of PRNGS influence onto the GPA - ES algorithm behaviours
Original language description
Abstract: This contribution is denoted to discussion of influence of Pseudo-Random Number Generators onto of the GPA-ES algorithm behaviours. This algorithm consists of two parts – Genetic Programming Algorithm to structural development and Evolutionary Strategy algorithm to parameters identification of each solution. Study of this algorithm shall allow answering of such questions as if the sensitivity of different evolutionary algorithms to PRNGs varies to different algorithms and shall let us to find significant properties of both PRNGs and RNGs. This paper after introduction to problem continues with discussion of significant GPA-ES algorithm properties, discussion of test case selection and it ends with discussion of obtained results and future research trajectory.
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
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Mendel 2016 22nd International Conference on Soft Computing
ISBN
978-80-214-5365-4
ISSN
1803-3814
e-ISSN
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Number of pages
4
Pages from-to
57-60
Publisher name
Brno University of Technology, Faculty of Mechanical Engineering
Place of publication
Brno
Event location
Brno
Event date
Jun 8, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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