English

On Multi-step Fuzzy Inference in Goedel Logic

Logic in Computer Science 2023-12-04 v1

Abstract

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.

Keywords

Cite

@article{arxiv.2312.00320,
  title  = {On Multi-step Fuzzy Inference in Goedel Logic},
  author = {Dusan Guller},
  journal= {arXiv preprint arXiv:2312.00320},
  year   = {2023}
}

Comments

arXiv admin note: text overlap with arXiv:2310.15445

R2 v1 2026-06-28T13:37:59.141Z