A Review On The Simulation of Social Networks Inside Heuristic Algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63520700" target="_blank" >RIV/70883521:28140/18:63520700 - isvavai.cz</a>
Result on the web
<a href="http://www.scs-europe.net/dlib/2018/ecms2018acceptedpapers/0176_is_ecms2018_0869.pdf" target="_blank" >http://www.scs-europe.net/dlib/2018/ecms2018acceptedpapers/0176_is_ecms2018_0869.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.7148/2018-0176" target="_blank" >10.7148/2018-0176</a>
Alternative languages
Result language
angličtina
Original language name
A Review On The Simulation of Social Networks Inside Heuristic Algorithms
Original language description
This paper represents a comprehensive review of selected methods for visualization of the population dynamics of the swarm and 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, society, etc. The analogy between individuals from the population used in an arbitrary evolutionary or swarm-based algorithm and vertices (nodes) of a network is discussed here, as well as between edges in a network and communication between individuals in a population. Simple experiments with four well-known heuristic algorithms are described here, giving an insight into different approaches to the building of the network during metaheuristic run.
Czech name
—
Czech description
—
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)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings - 32nd European Conference on Modelling and Simulation, ECMS 2018
ISBN
978-0-9932440-6-3
ISSN
2522-2414
e-ISSN
neuvedeno
Number of pages
7
Pages from-to
176-182
Publisher name
European Council for Modelling and Simulation
Place of publication
Madrid
Event location
Wilhelmshaven
Event date
May 22, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—