抄録
This paper develops a constructing approach of a membership function to integrate the fuzzy Shannon entropy with a smoothing function into intervals set by the heuristic method based on the human cognitive behavior and subjectivity under a given probability density function. It is important to set a membership function appropriately in decision making. Therefore, the main parts of our proposed approach are to give membership values a decision maker confidently set, and to obtain the others by solving a nonlinear mathematical programming problem objectively. It is difficult to solve the problem efficiently using previous constructing approaches. In this paper, performing deterministic equivalent transformations to the initial problem using nonlinear programming, an efficient algorithm to obtain the optimal condition of each membership value is developed.
本文言語 | English |
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ホスト出版物のタイトル | 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014 |
出版社 | Institute of Electrical and Electronics Engineers Inc. |
ページ | 1343-1348 |
ページ数 | 6 |
ISBN(印刷版) | 9781479959556 |
DOI | |
出版ステータス | Published - 2014 2月 18 |
外部発表 | はい |
イベント | 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014 - Kitakyushu, Japan 継続期間: 2014 12月 3 → 2014 12月 6 |
Other
Other | 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014 |
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国/地域 | Japan |
City | Kitakyushu |
Period | 14/12/3 → 14/12/6 |
ASJC Scopus subject areas
- ソフトウェア
- 人工知能