The purpose of this paper is to review some of the main Operations Research (OR) and Artificial Intelligence (AI) research achievements in the field of traffic engineering, with particular reference to road traffic control. Therefore, the performances of the discussed approaches are illustrated and compared with respect to the features and the requirements which characterize some of the most relevant problems in the area of interest. The potential for a combined use of typical OR and AI methods and techniques when solving complex real-world, large-size traffic control problems is also emphasized. Finally, some concluding remarks are drawn that highlight the new challenges awaiting for the scientific community efforts.
New operations research and artificial intelligence approaches to traffic engineering problems / Maurizio, Bielli; Reverberi, Pierfrancesco. - In: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. - ISSN 0377-2217. - 92:3(1996), pp. 550-572. (Intervento presentato al convegno EURO XIII/OR 36 on Aspects of Operational Research tenutosi a GLASGOW, SCOTLAND nel JUL, 1994) [10.1016/0377-2217(96)00010-0].
New operations research and artificial intelligence approaches to traffic engineering problems
REVERBERI, Pierfrancesco
1996
Abstract
The purpose of this paper is to review some of the main Operations Research (OR) and Artificial Intelligence (AI) research achievements in the field of traffic engineering, with particular reference to road traffic control. Therefore, the performances of the discussed approaches are illustrated and compared with respect to the features and the requirements which characterize some of the most relevant problems in the area of interest. The potential for a combined use of typical OR and AI methods and techniques when solving complex real-world, large-size traffic control problems is also emphasized. Finally, some concluding remarks are drawn that highlight the new challenges awaiting for the scientific community efforts.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
