On the Transforming of the Indices Selection Mechanism inside Differential Evolution into Complex Network
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875586" target="_blank" >RIV/70883521:28140/16:43875586 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/document/7695170/" target="_blank" >http://ieeexplore.ieee.org/document/7695170/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/INCoS.2016.99" target="_blank" >10.1109/INCoS.2016.99</a>
Alternative languages
Result language
angličtina
Original language name
On the Transforming of the Indices Selection Mechanism inside Differential Evolution into Complex Network
Original language description
This research deals with complex networks framework for evolutionary algorithms. This paper aims on the experimental investigations on the time development and influence of different randomization types, different strategies for Differential Evolution (DE) through the analysis of complex network as a record of population dynamics and indices selection. The population is visualized as an evolving complex network, which exhibits non-trivial features such as adjacency graph, centralities, clustering coefficient and other attributes showing efficiency of the network. Experiments were performed for different DE strategies, several different randomization types and 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
2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS)
ISBN
978-1-5090-4123-7
ISSN
2470-9166
e-ISSN
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Number of pages
7
Pages from-to
186-192
Publisher name
IEEE
Place of publication
New York
Event location
Ostrava
Event date
Sep 7, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000386596100032