• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Applications of Mathematical Optimization Models and Algorithms for Planning of Railway Operations

Research Project

Project/Area Number 26350437
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionWaseda University

Principal Investigator

Morito Susumu  早稲田大学, 理工学術院, 名誉教授 (50134193)

Co-Investigator(Kenkyū-buntansha) 今泉 淳  東洋大学, 経営学部, 教授 (00257221)
椎名 孝之  早稲田大学, 理工学術院, 教授 (90371666)
Research Collaborator KATO Satoshi  
FUKUMURA Naoto  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords鉄道の計画立案 / 最適化 / 数理計画 / 乗務員運用計画 / 車両運用計画 / ダイヤ作成 / 交番作成 / 車両割当計画 / 混合整数計画 / 列生成法 / 終端効果 / 余裕時分配分 / ネットワーク投資計画 / 車両割当問題 / 乗務員交番作成問題 / 最適余裕時分配分 / 組み合わせ最適化 / 確率計画法 / 鉄道の計画 / 乗務員行路作成 / 必要車両数算定
Outline of Final Research Achievements

Models and solution algorithms for planning railway operations have been developed. Topics studied include pairing generation for crew scheduling considering weekend timetables, rolling stock rostering and assignment, evaluation of required number of roling stock, allocation of running time supplements in timetabling, optimal design of railway network expansion, train platforming at a terminal station and its adjacent station to maximize throughput.
Optimization models based on mathematical programming and their solution algorithms have been developed. Column generation approaches were developed for crew pairing generation considering weekend timetables and also for the rolling stock assignment problem. The L-shaped algorithm was developed for the railway network expansion problem. For most problems studied, computational evaluations of the models and/or the algorithms were performed based on the real data, and their effetiveness was confirmed.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (32 results)

All 2017 2016 2015 2014

All Journal Article (20 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 20 results,  Acknowledgement Compliant: 10 results) Presentation (12 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Rolling stock rostering optimization based on the model of Giacco et al.: computational evaluation and model extensions2017

    • Author(s)
      Yuuta Morooka, Naoto Fukumura, Takuya Shiina, Jun Imaizumi, and Susumu Morito
    • Journal Title

      Proceedings of RailLille2017

      Volume: - Pages: 709-725

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Rolling stock rostering optimization with different types of train-sets2017

    • Author(s)
      Susumu Morito, Naoto Fukumura, Takayuki Shiina, and Jun Imaizumi
    • Journal Title

      Proceedings of ISS2017

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multistage stochastic programming model for the capacity expansion of railway network -solution algorithm based on the L-shaped method-2017

    • Author(s)
      Takayuki Shiina, Tomoaki Takaichi, Yige Li, Susumu Morito, and Jun Imaizumi
    • Journal Title

      Proceedings of ISS2017

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Train Platforming at a Terminal and Its Adjacent Station to Maximize Throughput2017

    • Author(s)
      Susumu Morito, Kosuke Hara, Jun Imaizumi and Satoshi Kato
    • Journal Title

      Proceedings of OR2015

      Volume: なし

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Optimization of Railway Timetable by Allocation of Extra Time Supplements2017

    • Author(s)
      Takayuki Shiina, Susumu Morito and Jun Imaizumi
    • Journal Title

      Proceedings of OR2015

      Volume: なし

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] An efficient column generation heuristic for vehicle routing with multiple use of vehicles for a rental business2016

    • Author(s)
      Takuya Hirota, Susumu Morito, and Kento Hara
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 10 Issue: 3 Pages: JAMDSM0050-JAMDSM0050

    • DOI

      10.1299/jamdsm.2016jamdsm0050

    • NAID

      130005161632

    • ISSN
      1881-3054
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multistage stochastic programming model for optimizing allocation of running time supplements2016

    • Author(s)
      Takayuki Shiina, Susumu Morito, and Jun Imaizumi
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 10 Issue: 3 Pages: JAMDSM0043-JAMDSM0043

    • DOI

      10.1299/jamdsm.2016jamdsm0043

    • NAID

      130005161642

    • ISSN
      1881-3054
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization models for multi-period railway rolling stock assignment2016

    • Author(s)
      Susumu Morito, Yuho Takehi, Jun Imaizumi, and Takayuki Shiina
    • Journal Title

      Combinatorial Optimization, 4th International Symposium, ISCO2016

      Volume: - Pages: 393-402

    • DOI

      10.1007/978-3-319-45587-7_34

    • ISBN
      9783319455860, 9783319455877
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimization of Vehicle Routes with Delivery and Pickup for a Rental Business: A Case Study2016

    • Author(s)
      Susumu Morito, Tatsuki Inoue, Ryo Nakahara,and Takuya Hirota
    • Journal Title

      Proceedings of OR2014

      Volume: なし Pages: 407-414

    • DOI

      10.1007/978-3-319-28697-6_57

    • ISBN
      9783319286952, 9783319286976
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Unit Commitment by Column Generation2016

    • Author(s)
      Takayuki Shiina, Takahiro Yurugi, Susumu Morito and Jun Imaizumi
    • Journal Title

      Proceedings of OR2014

      Volume: なし Pages: 559-565

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Optimizing Allocation of Running Time Supplements via Stochastic Programming2015

    • Author(s)
      T. Shiina, Y. Agehara, S. Morito and J. Imaizumi
    • Journal Title

      Proceedings of International Symposium on Scheduling 2015

      Volume: なし Pages: 9-14

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] An Efficient Column Generation Heuristic for Vehicle Routing with Multiple Use of Vehicles for a Rental Business2015

    • Author(s)
      Takuya Hirota, Susumu Morito and Kento Hara
    • Journal Title

      Proceedings of International Symposium on Scheduling 2015

      Volume: なし Pages: 9-14

    • NAID

      130005161632

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 確率計画法によるロジスティクスネットワーク再編成2015

    • Author(s)
      伊佐勇人, 椎名孝之, 森戸晋, 今泉淳
    • Journal Title

      知能と情報

      Volume: 27 Pages: 589-598

    • NAID

      130005071341

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Railway crew pairing with weekend considerations: Modeling and solution2015

    • Author(s)
      Yingwen Chen, Susumu Morito, Jun Imaizumi
    • Journal Title

      Proceedings, 6th International Conference on Railway Operations Modeling and Analysis - RailToko2015

      Volume: なし

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A model for estimating the required number of train units under split-and-merge policy for decision making in railways: A mathematical formulation by integer multi-commodity network flow2015

    • Author(s)
      Mizuki Tsunoda, Jun Imaizumi, Susumu Morito
    • Journal Title

      Proceedings, 6th International Conference on Railway Operations Modeling and Analysis - RailToko2015

      Volume: なし

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 確率計画法によるロジスティクスネットワーク再編成2015

    • Author(s)
      伊佐勇人、推名孝之、森戸晋、今泉淳
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: 印刷中

    • NAID

      130005071341

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 発電機起動停止問題における列生成法の改善2015

    • Author(s)
      萬木貴大、椎名孝之、森戸晋、今泉淳
    • Journal Title

      日本応用数理学会論文誌

      Volume: 25 Pages: 21-30

    • NAID

      110009923190

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Unit commitment by column generation2015

    • Author(s)
      Takayuki Shiina, Takahiro Yurugi, Susumu Morito, JunImaizumi
    • Journal Title

      Proceedings of OR2014

      Volume: なし

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Inventory distribution problem via stochastic programming2014

    • Author(s)
      Takayuki Shiina, Masayuki Umeda, Jun Imaizumi, Susumu Morito, Chunhui Xu
    • Journal Title

      Asian Journal of Management Science and Applications

      Volume: 1 Issue: 3 Pages: 261-277

    • DOI

      10.1504/ajmsa.2014.064323

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Solution method for inventory distribution problem2014

    • Author(s)
      Takayuki Shiina
    • Journal Title

      Proceedings of OR2013

      Volume: なし Pages: 453-460

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] Rolling stock rostering optimization with different types of train-sets2017

    • Author(s)
      Susumu Morito
    • Organizer
      ISS2017
    • Place of Presentation
      名古屋,南山大学
    • Year and Date
      2017-06-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multistage stochastic programming model for the capacity expansion of railway network -solution algorithm based on the L-shaped method-2017

    • Author(s)
      Takayuki Shiina
    • Organizer
      ISS2017
    • Place of Presentation
      名古屋,南山大学
    • Year and Date
      2017-06-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rolling stock rostering optimization based on the model of Giacco et al.: computational evaluation and model extensions2017

    • Author(s)
      Susumu Morito
    • Organizer
      RailLille2017
    • Place of Presentation
      Lille, France
    • Year and Date
      2017-04-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 鉄道車両運用計画における交番作成の数理計画モデル2016

    • Author(s)
      諸岡祐太
    • Organizer
      日本オペレーションズ・リサーチ学会2016年秋季研究発表会
    • Place of Presentation
      山形,山形大学
    • Year and Date
      2016-09-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] Optimization models for multi-period railway rolling stock assignment2016

    • Author(s)
      Susumu Morito
    • Organizer
      ISCO2016
    • Place of Presentation
      Vietri sur Mare, Italy
    • Year and Date
      2016-05-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 車両割当問題の数理モデル -ネットワークによる表現と列生成法の適用-2015

    • Author(s)
      今泉淳,三浦元樹,竹日悠帆,森戸晋
    • Organizer
      J-RAIL2015
    • Place of Presentation
      東京大学,本郷
    • Year and Date
      2015-12-11
    • Related Report
      2015 Research-status Report
  • [Presentation] 鉄道の終端駅と近隣の中間駅の能力評価 -ネットワークフローモデルとしての定式化-2015

    • Author(s)
      今泉淳,原恒介,森戸晋
    • Organizer
      J-RAIL2015
    • Place of Presentation
      東京大学,本郷
    • Year and Date
      2015-12-11
    • Related Report
      2015 Research-status Report
  • [Presentation] 鉄道の車両割当計画の数理モデル -ネットワークによる表現と列生成法の適用-2015

    • Author(s)
      三浦元樹,今泉淳,森戸晋,加藤怜
    • Organizer
      スケジューリング・シンポジウム2015
    • Place of Presentation
      青山学院大学,渋谷
    • Year and Date
      2015-09-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 鉄道の終端駅と近隣の中間駅の能力評価 -ネットワークフローモデルとしての定式化-2015

    • Author(s)
      原恒介,今泉淳,森戸晋,加藤怜
    • Organizer
      スケジューリング・シンポジウム2015
    • Place of Presentation
      青山学院大学,渋谷
    • Year and Date
      2015-09-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 確率計画法に基づく列車の余裕時分配分最適化2015

    • Author(s)
      揚原由統、椎名孝之、今泉淳、森戸晋
    • Organizer
      日本オペレーションズ・リサーチ学会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2015-03-27
    • Related Report
      2014 Research-status Report
  • [Presentation] Railway crew pairing with weekend considerations: Modeling and solution2015

    • Author(s)
      チンエブン、森戸晋、今泉淳
    • Organizer
      RailTokyo2015
    • Place of Presentation
      千葉工業大学
    • Year and Date
      2015-03-25
    • Related Report
      2014 Research-status Report
  • [Presentation] A model for estimating the required number of train units under split-and-merge policy for decision making in railways: A mathematical formulation by integer multi-commodity network flow2015

    • Author(s)
      角田瑞樹、今泉淳、森戸晋
    • Organizer
      RailTokyo2015
    • Place of Presentation
      千葉工業大学
    • Year and Date
      2015-03-25
    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2023-03-16  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi