智能优化算法在公路交通流量短时预测中的应用

Application of Intelligent Optimization Algorithms in Short-term Prediction of Highway Traffic Flows

公路交通流量短时预测是智能交通系统的一个核心组成部分,对缓解交通拥堵问题具有重要意义。本文针对交通流量预测算法的分类进行了总体介绍,然后针对几种智能优化算法分别介绍其算法原理,结合它在相关预测算法的应用,介绍其取得的成果,对交通流量短时预测结合智能优化算法开展研究进行了总结和展望。

The short-term prediction of highway traffic flow is a core component of the intelligent transportation system,which is of great significance for alleviating the problem of traffic congestion.This paper gives a general introduction to the classification of traffic flow prediction algorithms,and then introduces its algorithm principles for several intelligent optimization algorithms,and introduces its achievements in combination with its application in related prediction algorithms,and the research direction of intelligent optimization algorithm in short-term traffic flow prediction is prospected.