Statistical Physics Algorithms for Traffic Reconstruction
概率论
2007-05-23 v1
摘要
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.
引用
@article{arxiv.math/0611757,
title = {Statistical Physics Algorithms for Traffic Reconstruction},
author = {Arnaud De La Fortelle and Jean-Marc Lasgouttes and Cyril Furtlehner},
journal= {arXiv preprint arXiv:math/0611757},
year = {2007}
}