Comparing Selected PSO Modifications on CEC 15 Benchmark Set
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875455" target="_blank" >RIV/70883521:28140/16:43875455 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/document/7850279/" target="_blank" >http://ieeexplore.ieee.org/document/7850279/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SSCI.2016.7850279" target="_blank" >10.1109/SSCI.2016.7850279</a>
Alternative languages
Result language
angličtina
Original language name
Comparing Selected PSO Modifications on CEC 15 Benchmark Set
Original language description
In this paper we choose to compare three popular modifications of Particle Swarm Optimization (PSO) using the recent CEC'15 benchmark set. Three different approaches for PSO modification are compared: the heterogeneous swarm, diversity-guided swarm and orthogonal learning based approach. The goal is to provide up-to date comparison of the performance of these methods on a state-of-art benchmark set and highlight the differences in performance on different types of fitness functions. The experiments were carried out according to CEC benchmark rules and statistically evaluated.
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
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
2016 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings
ISBN
978-1-5090-4240-1
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
"nestrankovano"
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
Piscataway, New Jersey
Event location
Athens
Event date
Dec 6, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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