Primary-fuzzy-sets-based normal fuzzy reasoning methodology and its applications
✍ Scribed by Yan-Qing Zhang; Abraham Kandel
- Publisher
- John Wiley and Sons
- Year
- 1998
- Tongue
- English
- Weight
- 327 KB
- Volume
- 13
- Category
- Article
- ISSN
- 0884-8173
No coin nor oath required. For personal study only.
✦ Synopsis
Based on more useful and more heuristic primary fuzzy sets contained by conventionally used fuzzy sets, a novel normal fuzzy reasoning methodology is proposed in order to overcome the weakness of many conventional fuzzy systems. Analysis indicated that the w compositional rule of inference Zadeh IEEE Transactions on Systems, Man, and Cyber-Ž .x netics, 3, 28᎐44 1973 and related defuzzification schemes are not effective since they may generate unreasonable results such as the constant-speed problem and the unstable cart-pole problem. The new normal fuzzy system is a generalized framework of many conventional fuzzy systems such as Takagi᎐Sugeno's fuzzy system Sugeno and Yasukawa w Ž .x w