Study on the development of complex network for evolutionary and swarm based algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517313" target="_blank" >RIV/70883521:28140/17:63517313 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/17:10238535 RIV/61989100:27740/17:10238535
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-62428-0_12" target="_blank" >http://dx.doi.org/10.1007/978-3-319-62428-0_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-62428-0_12" target="_blank" >10.1007/978-3-319-62428-0_12</a>
Alternative languages
Result language
angličtina
Original language name
Study on the development of complex network for evolutionary and swarm based algorithms
Original language description
This contribution deals with the hybridization of complex network frameworks and metaheuristic algorithms. The population is visualized as an evolving complex network that exhibits non-trivial features. It briefly investigates the time and structure development of a complex network within a run of selected metaheuristic algorithms – i.e. PSO and Differential Evolution (DE). Two different approaches for the construction of complex networks are presented herein. It also briefly discusses the possible utilization of complex network attributes. These attributes include an adjacency graph that depicts interconnectivity, while centralities provide an overview of convergence and stagnation, and clustering encapsulates the diversity of the population, whereas other attributes show the efficiency of the network. The experiments were performed for one selected DE/PSO strategy and one simple test function.
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
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISBN
978-3-319-62427-3
ISSN
0302-9743
e-ISSN
neuvedeno
Number of pages
11
Pages from-to
151-161
Publisher name
Springer Verlag
Place of publication
Berlín
Event location
Cancun
Event date
Oct 23, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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