A distributed model of fuzzy set connectives
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説明
Abstract The development of logical connectives (operations) on fuzzy sets constitute a central issue in the theoretical and applied pursuits of the area. Taking into account the semantics aspects of the logical connectives, it is not surprising that they require a careful context-dependent analysis. We propose a new neural network model of these operations which address two of their new and important conceptual features such as (i) a compensatory character and (ii) spatial distributivity. It is also shown that many of the real-world problems exhibit a clear logical underlying skeleton whose structure lends directly into the discussed neural network model.
収録刊行物
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- Fuzzy Sets and Systems
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Fuzzy Sets and Systems 68 157-170, 1994-12-01
Elsevier BV