International Journal of applied mathematics and computer science

online read us now

Paper details

Number 4 - December 2000
Volume 10 - 2000

Implication-based neuro-fuzzy architectures

Danuta Rutkowska, Robert Nowicki

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.

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