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On Ordered Weighted Logarithmic Averaging Operators and Distance Measures

V. Alfaro-Garcia,J. Merigó,Leobardo Plata-Perez,Gerardo G. Alfaro Calderón

Published 2018 in IEEE Symposium Series on Computational Intelligence

ABSTRACT

In this paper we perform an in-depth description of the main properties and families of the introduced ordered weighted logarithmic averaging distance (OWLAD) operator, the generalized ordered weighted averaging distance (GWLAD) operator, and the generalized ordered weighted logarithmic averaging distance (GOWLAD) operator. These operators have as foundation the well-known Hamming distance measure and the generalized ordered weighted logarithmic averaging (GOWLA) operator. Furthermore, we analyze multiple classical measures to characterize the operators’ weighting vectors and we present alternative formulations of the operators based on the ordering of the arguments.

PUBLICATION RECORD

  • Publication year

    2018

  • Venue

    IEEE Symposium Series on Computational Intelligence

  • Publication date

    2018-11-01

  • Fields of study

    Mathematics, Computer Science

  • Identifiers
    DOI 10.1109/SSCI.2018.8628916
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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