Discovering historic traffic-tolerant paths in road networks

Pui Hang Li, Man Lung Yiu, Kyriakos Mouratidis

Research output: Journal article publicationJournal articleAcademic researchpeer-review

4 Citations (Scopus)

Abstract

Historic traffic information is valuable in transportation analysis and planning, e.g., evaluating the reliability of routes for representative source-destination pairs. Also, it can be utilized to provide efficient and effective route-search services. In view of these applications, we propose the k traffic-tolerant paths (TTP) problem on road networks, which takes a source-destination pair and historic traffic information as input, and returns k paths that minimize the aggregate (historic) travel time. Unlike the shortest path problem, the TTP problem has a combinatorial search space that renders the optimal solution expensive to find. First, we propose an exact algorithm with effective pruning rules to reduce the search time. Second, we develop an anytime heuristic algorithm that makes ‘best-effort’ to find a low-cost solution within a given time limit. Extensive experiments on real and synthetic traffic data demonstrate the effectiveness of TTP and the efficiency of our proposed algorithms.
Original languageEnglish
JournalGeoInformatica
Volume21
Issue number1
DOIs
Publication statusPublished - 1 Jan 2017

Keywords

  • Road networks
  • Road traffic

ASJC Scopus subject areas

  • Information Systems
  • Geography, Planning and Development

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