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Commonsense Reasoning and Nonmonotonic Aggregation Connectives on Fuzzy Sets

Commonsense Reasoning and Nonmonotonic Aggregation Connectives on Fuzzy Sets
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摘要 Commonsense representation and manipulation based on fuzzy logic is a new research field which handles the incompleteness, error-tolerability (allow exceptions) and uncertainty associated with commonsense knowledge. In this paper, we introduce a pair of nonmonotonic aggregation connectives on fuzzy sets-soft intersection and soft union, in the light of Zadeh’s fuzzy set theory. Some important features of the nonmonotonic connectives are also discussed. Commonsense representation and manipulation based on fuzzy logic is a new research field which handles the incompleteness, error-tolerability (allow exceptions) and uncertainty associated with commonsense knowledge. In this paper, we introduce a pair of nonmonotonic aggregation connectives on fuzzy sets-soft intersection and soft union, in the light of Zadeh's fuzzy set theory. Some important features of the nonmonotonic connectives are also discussed.
作者 刘东波
出处 《High Technology Letters》 EI CAS 1995年第2期43-47,共5页 高技术通讯(英文版)
基金 the High Technology Research and Development Programme of China
关键词 cussed. Commonsense knowledge Nonmonotonic REASONING Fuzzy SETS SOFT INTERSECTION SOFT UNION Formal logic Fuzzy sets Knowledge based systems Knowledge representation Membership functions
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