On Ordered Weighted Logarithmic Averaging Operators and Distance Measures

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 di...

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Bibliographic Details
Published in2018 IEEE Symposium Series on Computational Intelligence (SSCI) pp. 1472 - 1477
Main Authors Alfaro-Garcia, Victor G., Merigo, Jose M., Plata-Perez, Leobardo, Calderon, Gerardo G. Alfaro
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2018
Subjects
Computational intelligence
Decision making
Dispersion
distance measures
Hamming distance
logarithmic aggregation operators
Open wireless architecture
OWA operator
Weight measurement
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Summary: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.
DOI:10.1109/SSCI.2018.8628916