Article

Towards Dynamic Fuzzy Rule Interpolation via Density-Based Rule Promotion from Interpolated Outcomes

2023-10-19

Abstract excerpt

Fuzzy Rule Interpolation (FRI) offers an innovative methodology for inferring outcomes from data points that match no established rules in a sparse fuzzy rule base. Generally, a traditional fuzzy rule-based system suffers from the inability to perform inference while facing an unmatched observation, given a sparse fuzzy rule base that is derived from insufficient data or inadequate human experience and that fails...

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Literature Corpus work: 9202d686-5ba7-52e2-b8c7-e6e1acfe8bb5
DOI: 10.20944/preprints202310.1248.v1

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