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Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092550" target="_blank" >RIV/61989100:27240/14:86092550 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/14:86092550 RIV/70883521:28140/14:43872695

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-319-08156-4_15" target="_blank" >http://dx.doi.org/10.1007/978-3-319-08156-4_15</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-319-08156-4_15" target="_blank" >10.1007/978-3-319-08156-4_15</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem

  • Original language description

    This research analyses the development of a complex network in an evolutionary algorithm (EA). The main aim is to evaluate if a complex network is generated in an EA, and how the population can be evaluated when the objective is to optimise an NP-hard combinatorial optimisation problem. The population is evaluated as a complex network over a number of generations, and different attributes such as adjacency graph, minimal cut, degree centrality, closeness centrality, betweenness centrality, k-Clique, k-Club, k-Clan and community graph plots are analysed. From the results, it can be concluded that an EA population does behave like a complex network, and therefore can be analysed as such, in order to obtain information about population development. Springer International Publishing Switzerland 2014.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

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>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Advances in Intelligent Systems and Computing. Volume 303

  • ISBN

    978-3-319-08155-7

  • ISSN

    2194-5357

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    141-150

  • Publisher name

    Springer-Verlag Berlin Heidelberg

  • Place of publication

    Berlin Heidelberg

  • Event location

    Ostrava

  • Event date

    Jun 23, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article