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19 April 2024

» arxiv » math/0611757

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Statistical Physics Algorithms for Traffic Reconstruction
Arnaud De La Fortelle ; Jean-Marc Lasgouttes ; Cyril Furtlehner ; PDF only ;
Date:	24 Nov 2006
Journal:	ERCIM News (2006)
Subject:	Probability
Abstract:	Concepts and techniques from statistical physics inspired a new method for traffic prediction. This method is particularly suitable in settings where the only information available is floating car data. We propose a system, based on the Ising model of statistical physics, which both reconstructs and predicts the traffic in real time using a message-passing algorithm.
Source:	arXiv, math/0611757
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