On relation between swarm and evolutionary dynamics and complex networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F19%3A10244246" target="_blank" >RIV/61989100:27240/19:10244246 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/19:63522834 RIV/61989100:27740/19:10244246
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-00075-2_9" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-00075-2_9</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-00075-2_9" target="_blank" >10.1007/978-3-030-00075-2_9</a>
Alternative languages
Result language
angličtina
Original language name
On relation between swarm and evolutionary dynamics and complex networks
Original language description
This paper is an introduction to a novel method for visualizing the dynamics of evolutionary algorithms in the form of networks. The whole idea is based on the obvious similarity between interactions between individuals in a swarm and evolutionary algorithms and for example, users of social networks, linking between web pages, etc. In this paper, two completely different areas of research are merged: (complex) networks and evolutionary computation. As already mentioned, interactions among the individuals in a swarm and evolutionary algorithms can be considered like user interactions in social networks or just people in society. This induces hypothesis whether interactions inside of EAs can be taken like interactions in society or swarm colonies. The analogy between individuals in populations in an arbitrary evolutionary algorithm and vertices of a network is discussed, as well as between edges in a network and communication between individuals in a population. (C) Springer Nature Switzerland AG 2019.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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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
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Springer Proceedings in Complexity. Volume 1
ISBN
978-3-030-00074-5
ISSN
2213-8684
e-ISSN
2213-8692
Number of pages
16
Pages from-to
245-260
Publisher name
Springer
Place of publication
Cham
Event location
Cancún
Event date
Sep 17, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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