PSO with Attractive Search Space Border Points
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517156" target="_blank" >RIV/70883521:28140/17:63517156 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-59060-8_60" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-59060-8_60</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-59060-8_60" target="_blank" >10.1007/978-3-319-59060-8_60</a>
Alternative languages
Result language
angličtina
Original language name
PSO with Attractive Search Space Border Points
Original language description
One of the biggest drawbacks of the original Particle Swarm Optimization is the premature convergence and fast loss of diversity in the population. In this paper, we propose and discuss a simple yet effective modification to help the PSO maintain diversity and avoid premature convergence. The particles are randomly attracted towards the border points of the search space. We use the CEC´13 Benchmark function set to test the performance of proposed method and compare it to original PSO.
Czech name
—
Czech description
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Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
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)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISBN
978-3-319-59059-2
ISSN
0302-9743
e-ISSN
neuvedeno
Number of pages
11
Pages from-to
665-675
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
Event location
Zakopane
Event date
Jun 11, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000426206100060