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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| creator | Rattasiri, W. Halgamuge, S.K. |
| description | 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_str_mv | 10.1109/NAFIPS.2000.877457 |
| format | Conference Proceeding |
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| ispartof | PeachFuzz 2000. 19th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.00TH8500), 2000, p.383-387 |
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| language | eng |
| recordid | cdi_ieee_primary_877457 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Bonding Circuit analysis computing Computational complexity Computer aided manufacturing Electronic components Fuzzy sets Fuzzy systems Mechatronics Pulp manufacturing |
| title | Computational complexity of hierarchical fuzzy systems |
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