書誌事項
- タイトル別名
-
- Rules Reduction of Fuzzy Reasoning Model of Multiple Division Layers by Minkowski Norm and Its Application to Modeling of Ceramic Kiln
- ミンコフスキーノルム ニ モトヅク タブンカツソウ ファジィ スイロン モデル ノ ルール サクゲン オヨビ トウキ ショウセイロ モデリング エ ノ オウヨウ
この論文をさがす
抄録
The simplified fuzzy reasoning model having multi-layer structure has a feature that generation of fuzzy rules is easy even under actual conditions. However, it is reported that redundant fuzzy rules are generated as division layers are iteratively increased. In this paper, we propose a fuzzy reasoning model of multiple division layers, which has a weight in the reasoning output. We reduce redundant fuzzy rules by tuning up the weight using an evaluation function based on Minkowski norm. Moreover, the validity of the proposed method is verified by identification experiments of two nonlinear functions having sparse domains in teaching data. Finally, we apply the proposed method to a modeling of ceramic kiln, and confirm that it is also effective for actual problems.
収録刊行物
-
- システム制御情報学会論文誌
-
システム制御情報学会論文誌 14 (5), 273-279, 2001
一般社団法人 システム制御情報学会
- Tweet
詳細情報 詳細情報について
-
- CRID
- 1390282680141358848
-
- NII論文ID
- 10007398914
-
- NII書誌ID
- AN1013280X
-
- ISSN
- 2185811X
- 13425668
-
- NDL書誌ID
- 5757381
-
- データソース種別
-
- JaLC
- NDL
- Crossref
- CiNii Articles
-
- 抄録ライセンスフラグ
- 使用不可