On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86087203" target="_blank" >RIV/61989100:27240/13:86087203 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/13:43869793
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-00542-3_10" target="_blank" >http://dx.doi.org/10.1007/978-3-319-00542-3_10</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-00542-3_10" target="_blank" >10.1007/978-3-319-00542-3_10</a>

Result language
angličtina
Original language name
On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems
Original language description
In this paper, it is proposed the utilization of discrete Dissipative stand- ard map based chaos pseudorandom number generator to enhance the performance of PSO algorithm with linear decreasing inertia weight in the task of high dimen- sional optimization. The performance is tested on a set of four typical test func- tions and the results are briefly analyzed and compared against the standard PSO version with inertia weight.
Czech name
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Czech description
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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)

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Advances in Intelligent Systems and Computing. Volume 210
ISBN
978-3-319-00541-6
ISSN
2194-5357
e-ISSN
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Number of pages
11
Pages from-to
89-99
Publisher name
Springer
Place of publication
Heidelberg
Event location
Ostrava
Event date
Jun 3, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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