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Fast algorithm for large-scale time-dependent shortest path problem

Research Project

Project/Area Number 23700018
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Fundamental theory of informatics
Research InstitutionKyoto University

Principal Investigator

ZHAO Liang  京都大学, 大学院・情報学研究科, 講師 (90344902)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords組み合わせ最適化 / ALTアルゴリズム / A*アルゴリズム / 大規模最短路計算 / 時間依存最短路問題 / Node Early-Fixing
Research Abstract

We developed a new time-dependent A* algorithm framework for finding a shortest path in a large-scale time-dependent network. In particular, based on the conventional ALT method that uses landmarks, we developed a fast A* algorithm for finding an optimal solution with dynamical updating of the set of the effective landmarks. This algorithm can be applied to any kind of instances since it does not dependent on the graph structure of the network.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (10 results)

All 2013 2012 2011 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (7 results)

  • [Journal Article] Node Early-Fixing: A Practical Speedup Technique for A* Algorithms2013

    • Author(s)
      Liang Zhao, Mingji Gao
    • Journal Title

      GSTF Intl. J. Mathematics, Statistics and Operations Research (JMSOR)

      Volume: vol. 2, no. 1

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Approximation algorithms for the L-distance vertex cover problem2012

    • Author(s)
      Qiaoyun Chen, Liang Zhao
    • Journal Title

      Proc. Third International Conference on Theoretical and Mathematical Foundations of Computer Science (ICTMF 2012), Bali, Indonesia

      Volume: 1 Pages: 100-104

    • NAID

      110009455733

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Node Early-Fixing: A Practical Speedup Technique for A* Algorithms

    • Author(s)
      Liang Zhao, Mingji Gao
    • Journal Title

      GSTF Journal of Mathematics, Statistics and Operations Research

      Volume: Vol. 2 (to appear)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Presentation] Approximation algorithms for the L-distance vertex cover problem2012

    • Author(s)
      Qiaoyun Chen, Liang Zhao
    • Organizer
      情報処理学会アルゴリズム研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2012-10-04
    • Related Report
      2012 Final Research Report
  • [Presentation] Node Early-Fixing: A Practical Speedup Technique for A* Algorithms2012

    • Author(s)
      Liang Zhao, Mingji Gao
    • Organizer
      the second International Conference on Operations Research and Statistics (ORS 2012)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2012 Final Research Report
  • [Presentation] Approximation algorithms for the L-distance vertex cover problem2012

    • Author(s)
      Qiaoyun Chen, Liang Zhao
    • Organizer
      Proc. the third International Conference onTheoretical and MathematicalFoundations of Computer Science (ICTMF 2012)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2012 Final Research Report
  • [Presentation] Approximation algorithms for the L-distance vertex cover problem2012

    • Author(s)
      Qiaoyun Chen, Liang Zhao
    • Organizer
      第141回情報処理学会アルゴリズム研究会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Node Early-Fixing: A Practical Speedup Technique for A* Algorithms2012

    • Author(s)
      Liang Zhao, Mingji Gao
    • Organizer
      2nd Annual International Conference on Operations Research and Statistics (ORS 2012)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2011 Research-status Report
  • [Presentation] Some practical speed-up techniques for A* algorithms2011

    • Author(s)
      Mingji Gao, Liang Zhao
    • Organizer
      情報処理学会アル ゴリ ズム研究会
    • Place of Presentation
      山口大学
    • Year and Date
      2011-11-18
    • Related Report
      2012 Final Research Report
  • [Presentation] Some practical speed-up techniques for A* algorithms2011

    • Author(s)
      Mingji Gao, Liang Zhao
    • Organizer
      情報処理学会アルゴリズム研究会報告,2011-AL-137(7), pp. 1--2
    • Place of Presentation
      山口大学
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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