Title :
Possibilistic Petri nets
Author :
Cardoso, Janette ; Valette, Robert ; Dubois, Didier
Author_Institution :
Dept. of Autom. & Syst., Univ. Fed. de Santa Catarina, Florianapolis, Brazil
fDate :
10/1/1999 12:00:00 AM
Abstract :
This paper presents the possibilistic Petri net model which combines possibility logic with Petri nets with objects. The main feature of this model is to allow one to reason about the aspects of uncertainty and change in dynamic discrete event systems. The paper presents relevant concepts of Petri nets with objects and possibility logic and how imprecision and vagueness are introduced in the marking of a Petri net with objects. The marking of a net is imprecise, or in a more general way, fuzzy, in order to represent an ill-known knowledge about a system state. A new marking updating according to the fuzzy marking such defined is also discussed. An example of shop door monitoring is presented that illustrates our approach
Keywords :
Petri nets; discrete event systems; fuzzy logic; possibility theory; Petri nets with objects; discrete event systems; fuzzy marking; possibilistic Petri net; possibility logic; uncertainty; Artificial intelligence; Fuzzy neural networks; Fuzzy reasoning; Fuzzy systems; Logic; Manufacturing systems; Petri nets; Possibility theory; Resource management; Uncertainty;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/3477.790440