Creator:

Rutkowska, Danuta ; Nowicki, Robert K.

Contributor:

Rutkowska, Danuta - ed. ; Zadeh, Lotfi A. - ed.

Title:

Implication-based neuro-fuzzy architectures

Subtitle:

Neuro-Fuzzy and Soft Computing

Group publication title:

AMCS, volume 10 (2000)

Subject and Keywords:

neuro-fuzzy systems ; fuzzy implications ; fuzzy inference ; Mamdani approach ; logical approach ; connectionist architectures

Abstract:

This paper presents connectionist multi-layer architectures of neuro-fuzzy systems based on various fuzzy implications. The well-known Mamdani approach (constructive) and the logical approach (destructive) are considered. Two kinds of architectures, a simpler and a more general one, are distinguished. Examples of application to classification and control problems are provided.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

2000

Resource Type:

artykuł

Pages:

675-701

Source:

AMCS, volume 10, number 4 (2000) ; click here to follow the link

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego