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Fuzzy Adaptive Charged System Search for global optimization

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F21%3A10247574" target="_blank" >RIV/61989100:27510/21:10247574 - isvavai.cz</a>

  • Result on the web

    <a href="https://reader.elsevier.com/reader/sd/pii/S1568494621004415?token=F994DA31A698D353073F2BED73A269EC182901F3C78331D11BAC24DF6E254B6F8F7C76FA9EC2C135A04E352D016C6016&originRegion=eu-west-1&originCreation=20210709080054" target="_blank" >https://reader.elsevier.com/reader/sd/pii/S1568494621004415?token=F994DA31A698D353073F2BED73A269EC182901F3C78331D11BAC24DF6E254B6F8F7C76FA9EC2C135A04E352D016C6016&originRegion=eu-west-1&originCreation=20210709080054</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1016/j.asoc.2021.107518" target="_blank" >10.1016/j.asoc.2021.107518</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Fuzzy Adaptive Charged System Search for global optimization

  • Original language description

    This study proposes a new fuzzy adaptive Charged System Search (CSS) for global optimization. The suggested algorithm includes a parameter tuning process based on fuzzy logic with the aim of improving its performance. In this regard, four linguistic variables are defined which configures a fuzzy system for parameter identification of the standard CSS algorithm. This process provides a focus for the algorithm on higher levels of global searching in the initial iterations while the local search is considered in the last iterations. Twenty mathematical benchmark functions, the Competitions on Evolutionary Computation (CEC) regarding CEC 2020 benchmark, three well-known constrained, and two engineering problems are utilized to validate the new algorithm. Moreover, the performance of the new algorithm is compared and contrasted with other metaheuristic algorithms. The obtained results reveal the superiority of the proposed approach in dealing with different unconstraint, constrained, and engineering design problems. (C) 2021 Elsevier B.V.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

    <a href="/en/project/GA19-13946S" target="_blank" >GA19-13946S: Performance evaluation in the presence of unclassified factors</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2021

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    Applied Soft Computing

  • ISSN

    1568-4946

  • e-ISSN

  • Volume of the periodical

    109

  • Issue of the periodical within the volume

    september

  • Country of publishing house

    US - UNITED STATES

  • Number of pages

    18

  • Pages from-to

    107518

  • UT code for WoS article

    000685652800011

  • EID of the result in the Scopus database

    2-s2.0-85107042524