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On Multi-step Fuzzy Inference in Goedel Logic

  • arXiv (Cornell University)
  • Cornell University
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This paper addresses the logical and computational foundations of multi-step fuzzy inference using the Mamdani-Assilian type of fuzzy rules by implementing such inference in Goedel logic with truth constants. We apply the results achieved in the development of a hyperresolution calculus for this logic. We pose three fundamental problems: reachability, stability, the existence of a k-cycle in multi-step fuzzy inference and reduce them to certain deduction and unsatisfiability problems. The corresponding unsatisfiability problems may be solved using hyperresolution.

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DOI
10.48550/arxiv.2312.00320
OpenAlex
W4389325803
Document type
preprint
Language
EN
Source
arXiv (Cornell University)
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