A traffic flux maximization method and system to control traffic flow by combining classical computing machine learning to predict traffic flux minimization before its occurrence, with quantum annealing to optimize future positions of vehicles. Vehicles are redirected to minimize the travel time for each vehicle, taking into account other vehicles in the road network.

    一种交通流通量最大化方法和系统,通过结合经典计算机器学习与量子退火来控制交通流量,其中,经典计算机器学习用于在交通流通量最小化发生之前预测到它,并且量子退火用于优化车辆的未来位置。考虑到道路网络中的其他车辆,车辆被重定向以最小化每个车辆的行驶时间。


    Access

    Download


    Export, share and cite



    Title :

    System and method for predicting and maximizing traffic flow


    Additional title:

    用于预测和最大化交通流量的系统和方法


    Contributors:

    Publication date :

    2020-08-21


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    System and method for predicting and maximizing traffic flow

    NEUKART FLORIAN / COMPOSTELLA GABRIELE / SEIDEL CHRISTIAN et al. | European Patent Office | 2020

    Free access

    SYSTEM AND METHOD FOR PREDICTING AND MAXIMIZING TRAFFIC FLOW

    NEUKART FLORIAN / COMPOSTELLA GABRIELE / SEIDEL CHRISTIAN et al. | European Patent Office | 2019

    Free access

    SYSTEM AND METHOD FOR PREDICTING AND MAXIMIZING TRAFFIC FLOW

    NEUKART FLORIAN / COMPOSTELLA GABRIELE / SEIDEL CHRISTIAN et al. | European Patent Office | 2019

    Free access

    Method for maximizing traffic capacity of key road based on traffic flow prediction

    WAN HAIFENG / LI NA | European Patent Office | 2020

    Free access

    Method and system for predicting road traffic flow

    MAO TIANLU / LIU JINGYAO / WANG ZHAOQI | European Patent Office | 2021

    Free access