Thông tin tài liệu
Nhan đề : | Optimal hedge-algebras-based controller: Design and application |
Tác giả : | Nguyen Cat Ho |
Chủ đề : | Fuzzy control; Hedge algebras; CS425 |
Năm xuất bản : | 2008 |
Nhà xuất bản : | Fuzzy Sets and Systems |
Số tùng thư/báo cáo: | 159; |
Tóm tắt : | In previous papers, we introduced a new reasoning method based on quantifying linguistic domains, established a new fuzzy control algorithm, called hedge-algebras-based controller (HAC), and applied it to solve some fuzzy control problems. The HAC does not require fuzzy sets to provide the semantics of the linguistic terms used in the fuzzy rule system rather the semantics is obtained through the semantically quantifying mappings (SQMs). It was shown that the new method is very effective, i.e. for these problems it is always able to efficiently control the process toward the stable state. In the algebraic approach, the design of an HAC leads to the determination of the parameters of SQMs, which are the fuzziness measure of primary terms and linguistic hedges occurring in the fuzzy model, and the weights of a weighted averaging operator |
URI: | http://thuvienso.thanglong.edu.vn//handle/TLU/6259 |
Bộ sưu tập | Lĩnh vực Công nghệ thông tin |
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