Computational complexity of hierarchical fuzzy systems

The computational complexity of a conventional fuzzy system (CFS) and hierarchical fuzzy systems without defuzzification (HFSs w/o DF) are analysed in terms of the electronic components needed to construct a computational circuit to calculate the intermediate outputs between layers and to carry out...

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Bibliographische Detailangaben
Hauptverfasser:	Rattasiri, W., Halgamuge, S.K.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Bonding Circuit analysis computing Computational complexity Computer aided manufacturing Electronic components Fuzzy sets Fuzzy systems Mechatronics Pulp manufacturing
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Beschreibung
Zusammenfassung:	The computational complexity of a conventional fuzzy system (CFS) and hierarchical fuzzy systems without defuzzification (HFSs w/o DF) are analysed in terms of the electronic components needed to construct a computational circuit to calculate the intermediate outputs between layers and to carry out crisp output from the last layer in the hierarchy. Furthermore, two different types of HFS w/o DF are discussed, providing more options to which they are optimally suited with the characteristics of the original CFS.
DOI:	10.1109/NAFIPS.2000.877457