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Mixture functions and their monotonicity

  1. NázovMixture functions and their monotonicity
    Aut.údajeJana Špirková ... [et al.]
    Autor Špirková Jana 1962- (70%) UMBEF05 - Katedra kvantitatívnych metód a informačných systémov
    Spoluautori Beliakov Gleb (10%)
    Bustince Humberto (10%)
    Fernandez Javier (10%)
    Zdroj.dok. Information sciences. Vol. 481, (2019), pp. 520-549. - New York : Elsevier Science Ltd., 2019
    Kľúč.slová aggregation functions   mixture functions   monotonicity   weak monotonicity   directional monotonicity  
    Form.deskr.články - journal articles
    Jazyk dok.angličtina
    KrajinaSpojené štáty
    Systematika 334
    AnotáciaWe consider mixture functions, which are a type of weighted averages for which the corresponding weights are calculated by means of appropriate continuous functions of their inputs. In general, these mixture function need not be monotone increasing. For this reason we study sufficient conditions to ensure standard, weak and directional monotonicity for specific types of weighting functions. We also analyze directional monotonicity when differentiability is assumed. (C) 2019 Elsevier Inc. All rights reserved.
    Kategória publikačnej činnosti ADC
    Číslo archívnej kópie45088
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    KHAMENEH, Azadeh Zahedi - KILICMAN, Adem. Some construction methods of aggregation operators in decision-making problems: an overview. In Symmetry (Basel). ISSN 2073-8994, 2020, vol. 12, no. 5, pp. 1-20.
    TANG, Hui-Chin - CHEN, Wei-Ting. Multiple optimal solutions and the best Lipschitz constants between an aggregation function and associated idempotized aggregation function. In Axioms. ISSN 2075-1680, 2021, vol. 10, no. 2, pp. 1-12.
    KERK, Yi Wen - TEH, Chin Ying - TAY, Kai Meng - LIM, Chee Peng. Parametric conditions for a monotone TSK fuzzy inference system to be an n-Ary aggregation function. In IEEE transactions on fuzzy systems. ISSN 1063-6706, 2021, vol. 29, no. 7, pp. 1864-1873.
    Katal.org.BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici
    Báza dátxpca - PUBLIKAČNÁ ČINNOSŤ
    OdkazyPERIODIKÁ-Súborný záznam periodika
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Počet záznamov: 1  

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