Representation of fuzzy knowledge bases using Petri nets: operation in the truth space.

Bugarín, Alberto, and Barro, Senén. "Representation of fuzzy knowledge bases using Petri nets: operation in the truth space.." Mathware and Soft Computing 3.3 (1996): 341-356. <http://eudml.org/doc/39087>.

@article{Bugarín1996,
abstract = {In this paper the execution of Fuzzy Knowledge Bases in the truth space is briefly analyzed. The computational efficiency of the process is significantly increased by means of a parameterized description based on the linguistic truth values described by Baldwin. This permits executing the Fuzzy Knowledge Base through operations involving only simple numerical values, thus avoiding the direct analytic manipulation of possibility distributions. A Petri Net-based formalism that permits representing both the Fuzzy Knowledge Base and different dynamic processes performed onto it (execution following different strategies, cycles and loops detection) is also presented. The paper focus on the algorithm for carrying out inferences in situations when information for all the input variables in the Fuzzy Knowledge Base is available.},
author = {Bugarín, Alberto, Barro, Senén},
journal = {Mathware and Soft Computing},
keywords = {Modelos paramétricos; Cálculo numérico; Algoritmos; Sistema deductivo; Lógica difusa; Sistemas expertos; Redes de Petri; fuzzy knowledge bases; fuzzy expert systems; linguistic truth values; Petri Net},
language = {eng},
number = {3},
pages = {341-356},
title = {Representation of fuzzy knowledge bases using Petri nets: operation in the truth space.},
url = {http://eudml.org/doc/39087},
volume = {3},
year = {1996},
}

TY - JOUR
AU - Bugarín, Alberto
AU - Barro, Senén
TI - Representation of fuzzy knowledge bases using Petri nets: operation in the truth space.
JO - Mathware and Soft Computing
PY - 1996
VL - 3
IS - 3
SP - 341
EP - 356
AB - In this paper the execution of Fuzzy Knowledge Bases in the truth space is briefly analyzed. The computational efficiency of the process is significantly increased by means of a parameterized description based on the linguistic truth values described by Baldwin. This permits executing the Fuzzy Knowledge Base through operations involving only simple numerical values, thus avoiding the direct analytic manipulation of possibility distributions. A Petri Net-based formalism that permits representing both the Fuzzy Knowledge Base and different dynamic processes performed onto it (execution following different strategies, cycles and loops detection) is also presented. The paper focus on the algorithm for carrying out inferences in situations when information for all the input variables in the Fuzzy Knowledge Base is available.
LA - eng
KW - Modelos paramétricos; Cálculo numérico; Algoritmos; Sistema deductivo; Lógica difusa; Sistemas expertos; Redes de Petri; fuzzy knowledge bases; fuzzy expert systems; linguistic truth values; Petri Net
UR - http://eudml.org/doc/39087
ER -