Title :
Knowledge representation using fuzzy Petri nets-revisited
Author :
Manoj, T.V. ; Leena, J. ; Soney, R.B.
Author_Institution :
Kerala Univ., Trivandrum
Abstract :
In the paper by S. Chen et al. (see ibid., vol.2, no.3, p.311-19, 1990), the authors proposed an algorithm which determines whether there exists an antecedent-consequence relationship from a fuzzy proposition d s to proposition dj and if the degree of truth of proposition ds is given, then the degree of truth of proposition dj can be evaluated. The fuzzy reasoning algorithm proposed by S. Chen et al. (1990) was found not to be working with all types of data. We propose: (1) a modified form of the algorithm, and (2) a concept of hierarchical fuzzy Petri nets for data abstraction
Keywords :
Petri nets; fuzzy logic; fuzzy set theory; inference mechanisms; knowledge representation; uncertainty handling; antecedent-consequence relationship; data abstraction; fuzzy proposition; fuzzy reasoning algorithm; hierarchical fuzzy Petri nets; knowledge representation; Fuzzy reasoning; Fuzzy systems; Knowledge based systems; Knowledge representation; Petri nets; Production systems;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on