PUBLISHED PAPERS #12.05
| Shamil Ahmadov, Jala Ahmadova. Using Zadeh’s Implication for Approximate Reasoning |
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| Abstract. In z-set based modelling, the inputs of the discussed control systems can represent Z-values. It is clear that If-Then rules, in linguistic describtions with input and output parts, are characterized with Z-set based information. In existing literature it characterize probabilistic and fuzzy uncertainty. There are a set of method for fuzzy reasoning approach and a probabilistic approximate reasoning approach, also all this methods use separately with fuzzy uncertainty and probabilistic uncertainty. A new method is needed to overcome this gap. For this reason we try to develop a new approach for approximate reasoning. In this research, we propose a unique method for approximate inference utilizing Z-set-based principles. A computational illustration includes four Z-set-based guidelines for approximate reasoning. |
| Keywords: Z-set, Z-rule, fuzzy implication, Zadeh’s implication, Z-If-Then rules Introduction |
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| DOI: https://doi.org/10.30546/MaCoSEP2025.1080 |