A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System
The principle of ratios has been applied to many real world problems, e.g. the part-to-part and part-to-whole ratio formulations. As it is difficult for humans to provide an exact ratio in many real situations, we introduce a fuzzy ratio in this paper. We use some notions from fuzzy arithmetic to a...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2014
|
| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/5180/ http://ir.unimas.my/id/eprint/5180/1/Chian%20Haur%20Jong.pdf |
| _version_ | 1848835601248288768 |
|---|---|
| author | Chian, Haur Jong Kai, Meng Tay Chee, Peng Lim |
| author_facet | Chian, Haur Jong Kai, Meng Tay Chee, Peng Lim |
| author_sort | Chian, Haur Jong |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | The principle of ratios has been applied to many real world problems, e.g. the part-to-part and part-to-whole
ratio formulations. As it is difficult for humans to provide an exact ratio in many real situations, we introduce a fuzzy ratio in this paper. We use some notions from fuzzy arithmetic to analyze fuzzy ratios captured from humans. An application of the formulated fuzzy ratio to a Single Input Rule Modules connected Fuzzy Inference System (SIRMs-FIS) is demonstrated. Instead of using a precise weight, fuzzy sets are
employed to represent the relative importance of each rule module. The resulting fuzzy weights are explained as a fuzzy ratio on a weight domain. In addition, a new SIRMs-FIS model with fuzzy weights and part-to-whole fuzzy ratio is devised. A simulated example is presented to clarify the proposed SIRM-FIS model. |
| first_indexed | 2025-11-15T06:10:28Z |
| format | Article |
| id | unimas-5180 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:10:28Z |
| publishDate | 2014 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-51802021-06-26T14:23:12Z http://ir.unimas.my/id/eprint/5180/ A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System Chian, Haur Jong Kai, Meng Tay Chee, Peng Lim TA Engineering (General). Civil engineering (General) The principle of ratios has been applied to many real world problems, e.g. the part-to-part and part-to-whole ratio formulations. As it is difficult for humans to provide an exact ratio in many real situations, we introduce a fuzzy ratio in this paper. We use some notions from fuzzy arithmetic to analyze fuzzy ratios captured from humans. An application of the formulated fuzzy ratio to a Single Input Rule Modules connected Fuzzy Inference System (SIRMs-FIS) is demonstrated. Instead of using a precise weight, fuzzy sets are employed to represent the relative importance of each rule module. The resulting fuzzy weights are explained as a fuzzy ratio on a weight domain. In addition, a new SIRMs-FIS model with fuzzy weights and part-to-whole fuzzy ratio is devised. A simulated example is presented to clarify the proposed SIRM-FIS model. IEEE 2014 Article PeerReviewed text en http://ir.unimas.my/id/eprint/5180/1/Chian%20Haur%20Jong.pdf Chian, Haur Jong and Kai, Meng Tay and Chee, Peng Lim (2014) A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System. 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). |
| spellingShingle | TA Engineering (General). Civil engineering (General) Chian, Haur Jong Kai, Meng Tay Chee, Peng Lim A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System |
| title | A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System |
| title_full | A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System |
| title_fullStr | A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System |
| title_full_unstemmed | A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System |
| title_short | A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System |
| title_sort | new fuzzy ratio and its application to the single input rule modules connected fuzzy inference system |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://ir.unimas.my/id/eprint/5180/ http://ir.unimas.my/id/eprint/5180/1/Chian%20Haur%20Jong.pdf |