Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875541" target="_blank" >RIV/70883521:28140/16:43875541 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/16:86100238
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-29504-6_55" target="_blank" >http://dx.doi.org/10.1007/978-3-319-29504-6_55</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-29504-6_55" target="_blank" >10.1007/978-3-319-29504-6_55</a>
Alternative languages
Result language
angličtina
Original language name
Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic
Original language description
This research deals with the hybridization of the two softcomputing fields, which are chaos theory and evolutionary computation. This paper investigates the utilization of the time-continuous chaotic system, which is UEDA oscillator, as the chaotic pseudo random number generator. (CPRNG). Repeated simulations were performed investigating the influence of the oscillator sampling time to the selected heuristic, which is differential evolution algorithm (DE). Through the utilization of time-continuous systems and with different sampling times from very small to bigger, it is possible to fully keep, suppress or remove the hidden complex chaotic dynamics from the generated data series. Experiments are focused on the preliminary investigation, whether the different randomization given by particular CPRNG or hidden complex chaotic dynamics providing the unique sequencing are beneficial to the heuristic performance. Initial experiments were performed on the selected test function in several dimension settings.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
—
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
PROCEEDINGS OF THE SECOND INTERNATIONAL AFRO-EUROPEAN CONFERENCE FOR INDUSTRIAL ADVANCEMENT (AECIA 2015)
ISBN
978-3-319-29503-9
ISSN
2194-5357
e-ISSN
—
Number of pages
11
Pages from-to
591-601
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
Event location
Villejuif, Paris
Event date
Sep 9, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000371912400055