Creator:

Pedrycz, Witold (1953- )

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Title:

Architectures of granular information and their robustness properties: A shadowed sets approach

Group publication title:

AMCS, volume 9 (1999)

Subject and Keywords:

information granulation and information granules ; fuzzy sets ; shadowed sets ; noisy data ; uncertainty ; generalized multiplexer ; switching mechanisms

Abstract:

This paper addresses an important issue of information of granulation and relationships between the size of information granules and the ensuing robustness aspects. The use of shadowed sets helps identify and quantify absorption properties of set-based information granules. Discussed is also a problem of determining an optimal level of information granulation arising in the presence of noisy data. The study proposes a new architecture of granular computing involving continuous and granulated variables. Numerical examples are also included.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1999

Resource Type:

artykuł

Pages:

435-455

Source:

AMCS, volume 9, number 2 (1999) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego