About Directionally Monotone and Pre-aggregation Functions

被引：0

作者：

De Miguel, Laura ^{[1
,2
]}

Bustince, Humberto ^{[1
,2
]}

Fernandez, Javier ^{[1
,2
]}

Jose Asiain, Maria ^{[1
,2
]}

Kolesarova, Anna ^{[3
]}

Mesiar, Radko ^{[3
]}

机构：

[1] Univ Publ Navarra, Pamplona, Spain

[2] Inst Smart Cities, Pamplona, Spain

[3] Slovak Univ Technol Bratislava, Bratislava, Slovakia

来源：

2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) | 2017年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this contribution, we discuss the role and potential of pre-aggregation functions. This class of functions has the same boundary conditions as aggregation functions, but differs in the constraints related to function increase. Specifically, monotonicity is replaced by the so-called directional monotonicity. With this work, we attempt to shed light on the relationship between aggregation and pre-aggregation functions, as well as to discuss some construction methods of pre-aggregation functions.

引用

页数：5

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