TIMON project: Description and preliminary tests for traffic prediction using evolutionary techniques

  • Eneko Osaba
  • , Pedro López-Garcia
  • , Antonio D. Masegosa
  • , Enrique Onieva
  • , Hugo Landaluce
  • , Asier Perallos

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

TIMON is an EU research project under the programme Horizon 2020 that aims at creating a cooperative ecosystem integrating traffic information, transport management, ubiquitous data and system self-management. The objective of TIMON is to provide real-time services through a web based platform and a mobile APP for drivers, Vulnerable Road Users (VRUs) and bussinesses. These services will contribute to increasing drivers and VRUs assistance. In this project, many of the services mentioned before are supported by a traffic state prediction system. For this reason, the objective of this study is to lay the groundwork for developing an efficient prediction tool. In this work, a preliminary study is shown, comparing the performance of three different evolutionary methods.

Original languageEnglish
Title of host publicationGECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference
EditorsTobias Friedrich
PublisherAssociation for Computing Machinery, Inc
Pages1471-1472
Number of pages2
ISBN (Electronic)9781450343237
DOIs
Publication statusPublished - 20 Jul 2016
Externally publishedYes
Event2016 Genetic and Evolutionary Computation Conference, GECCO 2016 Companion - Denver, United States
Duration: 20 Jul 201624 Jul 2016

Publication series

NameGECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference

Conference

Conference2016 Genetic and Evolutionary Computation Conference, GECCO 2016 Companion
Country/TerritoryUnited States
CityDenver
Period20/07/1624/07/16

Keywords

  • GACE
  • Route planning
  • TIMON
  • Traffic prediction
  • Traveling salesman problem

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