Creator:
Contributor:
Rutkowska, Danuta - ed. ; Zadeh, Lotfi A. - ed.
Title:
Subtitle:
Neuro-Fuzzy and Soft Computing
Group publication title:
Subject and Keywords:
cooperative models ; neural networks ; fuzzy systems ; genetic algorithms ; real world applications ; overview
Abstract:
We chronicle the research on the fusion technology of neural networks and fuzzy systems (NN + FS), the models that have been proposed from this research, and the commercial products and industrial systems that have adopted these models. First, we review the NN+FS research activity during the early stages of their development in Japan, the US, and Europe. ; Next, following the classification of NN+FS models, we show the ease of fusing these technologies based on the similarities of the data flow network structures and the non-linearity realization strategies of NNs and FSs. Then, we describe several models and applications of NN+FS. Finally, we introduce some important and recently developed NN+FS patents.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Date:
Resource Type:
Pages:
Source:
AMCS, volume 10, number 4 (2000) ; click here to follow the link