Development of a Hybrid Travel Time Forecasting Model With GIS: Design and Implementation Issues

For the simulation and evaluation of the hybrid forecasting model, parts of historical databases have been utilized as real-time traffic data by implementing a real-time traffic data simulator. Based on the evaluation, this research shows that the hybrid forecasting model effectively deals with the complex nature of traffic data. This research demonstrated that the hybrid forecasting model could assist in providing relatively accurate future travel time on road networks for both traffic managers and travelers by utilizing readily transferable computing software and hardware resources.

Name thesis:degree_name

Ph.D.

Level thesis:degree_level

Dissertation

Discipline thesis:degree_discipline

Urban and Regional Planning

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2015

Author dc:creator

• You, Jinsoo

Contributors dc:contributor

• Kim, Tschangho John

• Artificial Intelligence

Language dc:language

eng

Identifier

(MiAaPQ)AAI9971233

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/79574