Identification of Possibility Distribution and Its Application to Discriminant Analysis
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- TANAKA Hideo
- Department of Industrial Engineering, University of Osaka Prefecture
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- ISHIBUCHI Hisao
- Department of Industrial Engineering, University of Osaka Prefecture
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- HAYASHI Isao
- Matsushita Electric Industrial Co. Ltd.
Bibliographic Information
- Other Title
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- 可能性分布の同定とその判別分析への応用
- カノウセイ ブンプ ノ ドウテイ ト ソノ ハンベツ ブンセキ エ ノ オウヨ
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Description
This paper proposes an identification method of possibility distribution based on the data given by experts and leads to a possibility discriminant rule from the viewpoint of possibility distributions. Since the proposed method resorts to linear programming, possibility distributions defined as quadratic functions can be easily obtained. This method is used to construct fuzzy if-then rules. The possibility discriminant rule corresponds to Bayes discriminant rule based on probability distributions. To illustrate the proposed method, a discriminant problem is shown as a numerical example.
Journal
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- Transactions of the Institute of Systems, Control and Information Engineers
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Transactions of the Institute of Systems, Control and Information Engineers 5 (1), 34-39, 1992
THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)
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Keywords
Details 詳細情報について
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- CRID
- 1390282680142589184
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- NII Article ID
- 10007399098
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- NII Book ID
- AN1013280X
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- ISSN
- 2185811X
- 13425668
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- NDL BIB ID
- 3751268
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed