(2009-6152)基于2集的扩展函数

IF 1.9 4区数学 Q1 MATHEMATICS

Iranian Journal of Fuzzy Systems Pub Date : 2020-12-15 DOI:10.22111/IJFS.2020.5816

R. Mesiar, A. Kolesárová, S. Borkotokey

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引用次数: 0

摘要

我们将最近由Mesiar等人引入的基于集的扩展函数推广为基于2集的扩展函数。在这两种情况下，都考虑了如何有效减少待融合的重复数据，为大数据处理提供了良好的背景。讨论和研究了几种基于2集的扩展函数，特别是基于2集的扩展聚合函数，包括t-范数、t-符合、一致范数、零范数和OWA算子。

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(2009-6152) 2-set-based extended functions

We generalize set-based extended functions, recently introduced by Mesiar et al., into 2-set-based extended functions. In both cases, an efficient reduction of repeated data to be fused is considered which prepares a sound background for big data processing. We discuss and study several types of 2-set-based extended functions, in particular, 2-set-based extended aggregation functions, including t-norms, t-conorms, uninorms, nullnorms and OWA operators.

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来源期刊

Iranian Journal of Fuzzy Systems 数学-数学

CiteScore

3.50

自引率

16.70%

发文量

期刊介绍： The two-monthly Iranian Journal of Fuzzy Systems (IJFS) aims to provide an international forum for refereed original research works in the theory and applications of fuzzy sets and systems in the areas of foundations, pure mathematics, artificial intelligence, control, robotics, data analysis, data mining, decision making, finance and management, information systems, operations research, pattern recognition and image processing, soft computing and uncertainty modeling. Manuscripts submitted to the IJFS must be original unpublished work and should not be in consideration for publication elsewhere.