Study on the Time Development of Complex Network for Metaheuristic
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875544" target="_blank" >RIV/70883521:28140/16:43875544 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-33625-1_47" target="_blank" >http://dx.doi.org/10.1007/978-3-319-33625-1_47</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-33625-1_47" target="_blank" >10.1007/978-3-319-33625-1_47</a>
Alternative languages
Result language
angličtina
Original language name
Study on the Time Development of Complex Network for Metaheuristic
Original language description
This work deals with the hybridization of the complex networks framework and evolutionary algorithms. The population is visualized as an evolving complex network, which exhibits non-trivial features. This paper investigates briefly the time development of complex network within the run of selected metaheuristic algorithm, which is Differential Evolution (DE). This paper also briefly discuss possible utilization of the complex network attributes such as adjacency graph, centralities, clustering coefficient and others. Experiments were performed for one selected DE strategy and one simple test function.
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
Artificial Intelligence Perspectives in Intelligent Systems: Proceedings of the 5th computer science on-line conference 2016, vol. 1
ISBN
978-3-319-33623-7
ISSN
2194-5357
e-ISSN
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Number of pages
9
Pages from-to
525-533
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
Event location
on-line
Event date
Apr 27, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000385237600047