Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making ? A Preliminary Study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43870360" target="_blank" >RIV/70883521:28140/14:43870360 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-01854-6_3" target="_blank" >http://dx.doi.org/10.1007/978-3-319-01854-6_3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-01854-6_3" target="_blank" >10.1007/978-3-319-01854-6_3</a>
Alternative languages
Result language
angličtina
Original language name
Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making ? A Preliminary Study
Original language description
In this paper, it is proposed the utilization of chaotic pseudo random number generators based on six selected discrete chaotic maps to enhance the performance of newly proposed multiple choice strategy based PSO algorithm. This research represents a continuation of previous successful experiments with the fusion of the PSO algorithm and chaotic systems. The performance of proposed algorithm is tested on a set of four test functions. Obtained promising results are presented, discussed and compared against the basic PSO strategy with inertia weight.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
International Joint Conference SOCO´13 - CISIS´13 - ICEUTE´13
ISBN
978-3-319-01853-9
ISSN
2194-5357
e-ISSN
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Number of pages
10
Pages from-to
21-30
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
Event location
Salamanca
Event date
Sep 11, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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