Differential Evolution And Deterministic Chaotic Series: A Detailed Study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F18%3A10241914" target="_blank" >RIV/61989100:27240/18:10241914 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/18:10241914
Result on the web
<a href="https://www.scopus.com/record/display.uri?eid=2-s2.0-85072033385&origin=resultslist&sort=plf-f&src=s&sid=3d226be15dcb82217aab5429cbbe5b41&sot=b&sdt=b&sl=88&s=TITLE-ABS-KEY%28Differential+Evolution+And+Deterministic+Chaotic+Series%3a+A+Detailed+Study%29&relpos=0&citeCnt=2&searchTerm=" target="_blank" >https://www.scopus.com/record/display.uri?eid=2-s2.0-85072033385&origin=resultslist&sort=plf-f&src=s&sid=3d226be15dcb82217aab5429cbbe5b41&sot=b&sdt=b&sl=88&s=TITLE-ABS-KEY%28Differential+Evolution+And+Deterministic+Chaotic+Series%3a+A+Detailed+Study%29&relpos=0&citeCnt=2&searchTerm=</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.13164/mendel.2018.2.061" target="_blank" >10.13164/mendel.2018.2.061</a>
Alternative languages
Result language
angličtina
Original language name
Differential Evolution And Deterministic Chaotic Series: A Detailed Study
Original language description
This research represents a detailed insight into the modern and popular hybridization of deterministic chaotic dynamics and evolutionary computation. It isaimed at the influence of chaotic sequences on the performance of four selected Differential Evolution (DE) variants. The variants of interest were: originalDE/Rand/1/ and DE/Best/1/ mutation schemes, simple parameter adaptive jDE, and the recent state of the art version SHADE. Experiments are focused on theextensive investigation of the different randomization schemes for the selection of individuals in DE algorithm driven by the nine different two-dimensionaldiscrete deterministic chaotic systems, as the chaotic pseudo- random number generators. The performances of DE variants and their chaotic/non-chaoticversions are recorded in the one-dimensional settings of 10D and 15 test functions from the CEC 2015 benchmark, further statistically analyzed.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Mendel. Volume 24
ISBN
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ISSN
1803-3814
e-ISSN
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Number of pages
8
Pages from-to
61-68
Publisher name
Brno University of Technology
Place of publication
Brno
Event location
Brno
Event date
Jun 26, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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