Fusion Technology of Neural Networks and Fuzzy Systems: a Chronicled Progression from the Laboratory to Our Daily Lives

• Autorzy: Takagi H.
• Języki publikacji: EN

Abstrakty

EN

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 classifi- cation 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.

Słowa kluczowe

EN

cooperative models; neural networks; fuzzy systems; genetic algorithms; real world applications; overview

PL

sieć neuronowa; system rozmyty; algorytmy

• Wydawca: Oficyna Wydawnicza Uniwersytetu Zielonogórskiego
• Czasopismo: International Journal of Applied Mathematics and Computer Science
• Rocznik: 2000
• Tom: Vol. 10, no 4
• Strony: 647--673
• Opis fizyczny: Bibliogr. 87 poz., rys., tab., wykr.

Twórcy

autor

Takagi H.

• Kyushu Institute of Design, 4-9-1, Shiobaru Minami-ku, Fukuoka, 815-8540 Japan,