| Presentation | 2012-03-16 Safety of Fuzzy Inference Systems : On Monotonicity Hirosato SEKI, Masaharu MIZUMOTO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Seki has proposed a "fuzzy functional SIRMs model" whose consequent parts of the SIRMs model are generalized to fuzzy functions from real numbers. In safety of fuzzy inference models, we hope that in inference results of the fuzzy functional SIRMs model are monotone if the antecedent parts and consequent parts of fuzzy rules in the fuzzy functional SIRMs rule modules are monotone. However, this paper points out that even if consequent parts in the fuzzy functional SIRMs rule modules are monotone, the inference results are not necessarily monotone when antecedent parts are non-comparable fuzzy sets, and it clarifies the conditions for the monotonicity of inference results by the fuzzy functional SIRMs model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Fuzzy inference / SIRMs connected fuzzy inference model / fuzzy functions / safety / monotonicity |
| Paper # | SSS2011-26 |
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| Conference Information | |
| Committee | SSS |
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| Conference Date | 2012/3/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Safety (SSS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Safety of Fuzzy Inference Systems : On Monotonicity |
| Sub Title (in English) | |
| Keyword(1) | Fuzzy inference |
| Keyword(2) | SIRMs connected fuzzy inference model |
| Keyword(3) | fuzzy functions |
| Keyword(4) | safety |
| Keyword(5) | monotonicity |
| 1st Author's Name | Hirosato SEKI |
| 1st Author's Affiliation | Department of Technology Management, Osaka Institute of Technology() |
| 2nd Author's Name | Masaharu MIZUMOTO |
| 2nd Author's Affiliation | Department of Engineering Informatics, Osaka Electro-Communication University |
| Date | 2012-03-16 |
| Paper # | SSS2011-26 |
| Volume (vol) | vol.111 |
| Number (no) | 491 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |