General design method of hedge-algebras-based fuzzy controllers and an application for structural active control (original) (raw)
2015, Applied Intelligence
Hedge algebras (HAs) theory has been extensively developed with many effective applications in different fields of fuzzy theory such as data mining, fuzzy database system, fuzzy reasoning, and so on. We propose here a general design method of hedge-algebras-based fuzzy controllers (HACs) for a potential application in structural active control. The proposed method utilizes inherent order relationships between words in a word-domain to express the semantics of words instead of using fuzzy sets. This qualitative word semantics determines the so-called semantically quantifying mappings (SQMs), which are orderisomorphisms and map words of variable into numeric values, by only giving values of the fuzziness parameter of
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