Rule Based Reduction Using Dominant Rule Determination

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Provided by: International Journal of Computer Technology and Electronics Engineering
Topic: Big Data
Format: PDF
Fuzzy logic has quickly become one of the most successful in today's technologies. In this paper, the authors propose the dominant rule determination method to compress the fuzzy rules. This method compresses fuzzy system, with large number of rules into a smaller fuzzy system by removing the redundant rules in the fuzzy rule base. As a result, the numbers of operations during the fuzzy inference process are considerably reduced without negotiating the solution. The IF-THEN parts of the fuzzy rules of the fuzzy system were considered as vectors of fuzzy rule.
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