Essays about: "Historical link Travel Times"

Found 3 essays containing the words Historical link Travel Times.

  1. 1. Machine Learning Approaches on a Travel Time Prediction Problem

    University essay from KTH/Optimeringslära och systemteori

    Author : Sara Danielsson; [2018]
    Keywords : ;

    Abstract : This thesis concerns the prediction of travel times between two points on a map, based on a combination of link-scale road network data and historical trip-scale data. The main idea is that the predictions using the road network data can be improved by a correction factor estimated from historical trip data. READ MORE

  2. 2. Dynamic Link Flow Estimation according to Historical Travel Times

    University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska högskolan

    Author : Mahdi Abrishami; [2017]
    Keywords : DNLTT Algorithm; DTA model; Dynamic Network Loading; OD Demand Optimization; Historical link Travel Times;

    Abstract : Vast application of ITS and the availability of numerous on-road detection devices has resulted in variety of alternative data sources to be exploited and used in the field of traffic modelling. In this thesis, historical travel times, as an alternative data source, is employed on the developed method to perform dynamic network loading. READ MORE

  3. 3. Route flow estimation based on time-dependent route choice sets and historical travel times

    University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska högskolan

    Author : Valerie Dahl; Mikael Davidsson; [2016]
    Keywords : ;

    Abstract : Since congestion leads to variations in travel time which gives a variation in the traffic flow, it is interesting to estimate the traffic flow in larger cities where cars drive in a limited space. In order to estimate the traffic flow, different traffic models are usually used. READ MORE