An overview of granular computing using fuzzy logic systems

MA Sanchez, O Castillo, JR Castro - Nature-inspired design of hybrid …, 2017 - Springer
Abstract As Granular Computing has gained interest, more research has lead into using
different representations for Information Granules, ie, rough sets, intervals, quotient space …

[图书][B] A unified framework of granular computing

YY Yao, W Pedrycz, A Skowron, AV Kreinovich - 2008 - books.google.com
An early developing stage of a theory or a methodology is typically characterized by a
diversity of many views, proposals, and models, but the lack of a unified framework. Ideas …

Granular computing: Fuzzy logic and rough sets

TY Lin - Computing with Words in Information/Intelligent …, 1999 - Springer
The primary goal of granular computing is to elevate the lower level data processing to a
high level knowledge processing. Such an elevation is achieved by granulating the data …

From fuzzy rule-based systems to granular fuzzy rule-based systems: a study in granular computing

W Pedrycz - Combining Experimentation and Theory: A Hommage …, 2012 - Springer
In the study, we introduce a concept of granular fuzzy rule-based systems, offer a motivation
behind its emergence and elaborate on ensuing algorithmic developments. It is shown that …

[图书][B] Granular computing and intelligent systems: design with information granules of higher order and higher type

W Pedrycz, SM Chen - 2011 - books.google.com
Information granules are fundamental conceptual entities facilitating perception of complex
phenomena and contributing to the enhancement of human centricity in intelligent systems …

Building granular systems-from concepts to applications

M Szczuka, A Jankowski, A Skowron… - Rough Sets, Fuzzy Sets …, 2015 - Springer
Abstract Granular Computing (GrC) is a domain of science aiming at modeling computations
and reasoning that deals with imprecision, vagueness and incompleteness of information …

Granular worlds: representation and communication problems

W Pedrycz, G Vukovich - International Journal of Intelligent …, 2000 - Wiley Online Library
In this study, we introduce a concept of granular worlds and elaborate on various
representation and communication issues arising therein. A granular world embodies a …

Fuzzy sets as a user-centric processing framework of granular computing

W Pedrycz - Handbook of Granular Computing, 2008 - books.google.com
This chapter serves as a general introduction to fuzzy sets being regarded as one of the key
technologies of granular computing. Fuzzy sets are information granules modeled by the …

[图书][B] Type-2 fuzzy granular models

MA Sanchez, O Castillo, JR Castro - 2017 - Springer
In this book, several contributions to the area of granular computing are presented: a nature-
inspired granulating algorithm, various techniques for forming higher-type information …

Granular fuzzy rule-based architectures: Pursuing analysis and design in the framework of granular computing

W Pedrycz - Intelligent Decision Technologies, 2015 - content.iospress.com
In this study, we propose a new concept of granular rule-based models whose rules assume
a format``if G (A i) then G (fi)''where G $(.) s are granular generalizations of the numeric …