On relation between swarm and evolutionary dynamics and complex networks

Kód výsledku v 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>

Nalezeny alternativní kódy

RIV/70883521:28140/19:63522834 RIV/61989100:27740/19:10244246

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

On relation between swarm and evolutionary dynamics and complex networks

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

On relation between swarm and evolutionary dynamics and complex networks

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2019

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Springer Proceedings in Complexity. Volume 1

ISBN

978-3-030-00074-5

ISSN

2213-8684

e-ISSN

2213-8692

Počet stran výsledku

16

Strana od-do

245-260

Název nakladatele

Springer

Místo vydání

Cham

Místo konání akce

Cancún

Datum konání akce

17. 9. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—