Title :
Discrete event fuzzy airport control
Author :
Clymer, John R. ; Corey, Philip D. ; Gardner, Judith A.
Author_Institution :
Appl. Res. Center for Syst. Sci., California State Univ., Fullerton, CA, USA
Abstract :
A discrete event simulation that uses a modified expert system as a controller is described. Fuzzy logic concepts from analog controllers are applied in the expert system controller to mimic human control of an airport, modeled with a combined discrete and continuous state space. The controller is adaptive so rule confidences are automatically varied to achieve near optimum system performance. An explicit formalism, called operational evaluation modeling (OpEM), is used to describe airport operations. This formalism assists a systems analyst in visualizing system operation and, in particular, greatly assists in performing the knowledge engineering required to determine control rules
Keywords :
airports; discrete event simulation; expert systems; fuzzy logic; operations research; control rules; discrete event simulation; fuzzy airport control; knowledge engineering; modified expert system; near optimum system performance; operational evaluation modeling; rule confidences; state space; systems analyst; Airports; Automatic control; Control system synthesis; Control systems; Discrete event simulation; Expert systems; Fuzzy control; Fuzzy logic; Humans; State-space methods;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on