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