Reference:
S.P. Hoogendoorn,
H. Schuurman, and
B. De Schutter,
"Real-time traffic management scenario evaluation," Proceedings of
the 10th IFAC Symposium on Control in Transportation Systems (CTS
2003), Tokyo, Japan, pp. 343-348, Aug. 2003.
Abstract:
This paper described a prediction system called BSES (Boss Scenario
Evaluation System), which can evaluate control scenarios in real time,
predicting their effects in terms of various measures of
effectiveness. The system is case-based, i.e. it uses either synthetic
or real-life examples of the effect of control scenarios under
different circumstances. It determines the similarity of the current
situation to different examples in the case-base using fuzzy logic,
and uses agent-technology to predict the effects of the different
measures for small sub-networks and to combine these predictions
afterwards. The test results illustrate the workings of the system,
and show that the system can provide the operator with real-time
predictions. It is shown that the method is applicable to generalise
the data it uses.