Dynamic of Firework Algorithm Analyzed with Complex Network

Dynamic of Firework Algorithm Analyzed with Complex Network

In this paper, a visualization of Firework Algorithm (FWA) inner dynamics as an evolving complex network is presented. Recent research in unconventional controlling and simulation of metaheuristic dynamics shows that this kind of visualization technique has been utilized only for algorithms with so...

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Bibliographic Details
Main Authors: Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
Format: Article
Language:English
Published: Brno University of Technology 2017-06-01
Series:Mendel
Subjects:
Firework Algorithm
FWA
Complex Network
Surface Analysis
Online Access:https://mendel-journal.org/index.php/mendel/article/view/56
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spelling doaj-4d61ce242e584e2bb1cc9388dbb093ee2021-07-21T07:38:51ZengBrno University of TechnologyMendel1803-38142571-37012017-06-0123110.13164/mendel.2017.1.07956Dynamic of Firework Algorithm Analyzed with Complex NetworkTomas KadavyMichal PluhacekAdam ViktorinRoman Senkerik In this paper, a visualization of Firework Algorithm (FWA) inner dynamics as an evolving complex network is presented. Recent research in unconventional controlling and simulation of metaheuristic dynamics shows that this kind of visualization technique has been utilized only for algorithms with some social communication or behavior leading to sharing information across the population. However, provided analysis suggests that the network can identify some types of surface of tested functions. https://mendel-journal.org/index.php/mendel/article/view/56Firework AlgorithmFWAComplex NetworkSurface Analysis
collection DOAJ
language English
format Article
sources DOAJ
author Tomas Kadavy
Michal Pluhacek
Adam Viktorin
Roman Senkerik
spellingShingle Tomas Kadavy
Michal Pluhacek
Adam Viktorin
Roman Senkerik
Dynamic of Firework Algorithm Analyzed with Complex Network
Mendel
Firework Algorithm
FWA
Complex Network
Surface Analysis
author_facet Tomas Kadavy
Michal Pluhacek
Adam Viktorin
Roman Senkerik
author_sort Tomas Kadavy
title Dynamic of Firework Algorithm Analyzed with Complex Network
title_short Dynamic of Firework Algorithm Analyzed with Complex Network
title_full Dynamic of Firework Algorithm Analyzed with Complex Network
title_fullStr Dynamic of Firework Algorithm Analyzed with Complex Network
title_full_unstemmed Dynamic of Firework Algorithm Analyzed with Complex Network
title_sort dynamic of firework algorithm analyzed with complex network
publisher Brno University of Technology
series Mendel
issn 1803-3814
2571-3701
publishDate 2017-06-01
description In this paper, a visualization of Firework Algorithm (FWA) inner dynamics as an evolving complex network is presented. Recent research in unconventional controlling and simulation of metaheuristic dynamics shows that this kind of visualization technique has been utilized only for algorithms with some social communication or behavior leading to sharing information across the population. However, provided analysis suggests that the network can identify some types of surface of tested functions.
topic Firework Algorithm
FWA
Complex Network
Surface Analysis
url https://mendel-journal.org/index.php/mendel/article/view/56
work_keys_str_mv AT tomaskadavy dynamicoffireworkalgorithmanalyzedwithcomplexnetwork
AT michalpluhacek dynamicoffireworkalgorithmanalyzedwithcomplexnetwork
AT adamviktorin dynamicoffireworkalgorithmanalyzedwithcomplexnetwork
AT romansenkerik dynamicoffireworkalgorithmanalyzedwithcomplexnetwork
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