Rough Sets and Fuzzy Sets in Interactive Granular Computing

被引：5
|
作者：
Skowron, Andrzej [1 ,2 ]
Dutta, Soma [3 ]
机构：
[1] Polish Acad Sci, Syst Res Inst, Newelska 6, PL-01447 Warsaw, Poland
[2] UKSW, Multidisciplinary Res Ctr, Marii Konopnickiej 1, PL-05092 Dziekanow Lesny, Poland
[3] Univ Warmia & Mazury, Sloneczna 54, PL-10710 Olsztyn, Poland
来源：
ROUGH SETS, IJCRS 2022 | 2022年 / 13633卷
关键词：
Interactions; (Interactive) Granular computing; Perception; Complex granule (c-granule); Informational granule (ic-granule); Grounding problem; Control of c-granule; Information system; Decision system; Rough sets; Fuzzy sets;
D O I：
10.1007/978-3-031-21244-4_2
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is an attempt to present some grounds that a change is needed in the way of viewing mathematical tools, such as fuzzy sets, rough sets, in the context of classifying and approximating concepts pertaining to the real physical complex phenomenon. The paper argues in favour of developing models going beyond the pure mathematical manifold. The main idea is not to develop a theory only based on gathered data, rather to incorporate the methods of perception and real physical interactions through which the data is obtained. In this regard, a primary proposal has been put forward to model fuzzy sets and rough sets in the framework of Interactive Granular Computing (IGrC).
引用
收藏
页码：19 / 29
页数：11
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