Representation and Reasoning of Fuzzy Knowledge Under Variable Fuzzy Criterion Using Extended Fuzzy Petri Nets

• Published in: IEEE transactions on fuzzy systems Vol. 28; no. 12; pp. 3376 - 3390
• Main Authors: Zhou, Ruqi, Feng, Jiali, Chen, Yiqun, Chang, Huiyou, Zhou, Yuepeng
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.12.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Adaptation models; Artificial intelligence; Cognition; Criteria; Education; Fuzzy knowledge representation and reasoning; Fuzzy logic; fuzzy Petri nets (FPNs); Granular materials; Heuristic algorithms; Knowledge representation; Mapping; Petri nets; Qualitative analysis; qualitative criterion transformation; qualitative mapping; Reasoning; Transformations (mathematics); Uncertainty; variable fuzzy criterion

Fuzzy knowledge representation and reasoning is one of the key research subjects of artificial intelligence with uncertainty. Currently, fuzzy Petri nets (FPNs) cannot describe fuzzy nondeterministic knowledge based on the variable fuzzy criterion clearly. To solve this problem, we present an extend...