Computer Science – Artificial Intelligence
Scientific paper
2011-12-17
P{\l}aczek, B., Performance Evaluation of Road Traffic Control Using a Fuzzy Cellular Model. Lecture Notes in Artificial Intel
Computer Science
Artificial Intelligence
The final publication is available at http://www.springerlink.com
Scientific paper
10.1007/978-3-642-21222-2_8
In this paper a method is proposed for performance evaluation of road traffic control systems. The method is designed to be implemented in an on-line simulation environment, which enables optimisation of adaptive traffic control strategies. Performance measures are computed using a fuzzy cellular traffic model, formulated as a hybrid system combining cellular automata and fuzzy calculus. Experimental results show that the introduced method allows the performance to be evaluated using imprecise traffic measurements. Moreover, the fuzzy definitions of performance measures are convenient for uncertainty determination in traffic control decisions.
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