Abstract
This paperproposes a new adaptive fuzzy interpolation method based on ranking values of polygonal fuzzy sets and similarity measures between polygonal fuzzy sets. The experimental results show that the proposed adaptive fuzzy interpolation method out performs the existing methods for fuzzy interpolative reasoning in sparse fuzzy rule-based systems.
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