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Deployment of Optimization Engineering toward Realizing Smart and Resilient Logistics

Research Project

Project/Area Number 25350442
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Shimizu Yoshiaki  豊橋技術科学大学, 工学(系)研究科(研究院), 名誉教授 (10109085)

Co-Investigator(Kenkyū-buntansha) YOO ZAE KYU  金沢大学, 経済学経営学系, 教授 (20324494)
SAKAGUCHI TATSUHIKO  豊橋技術科学大学, 工学研究科, 助教 (00403303)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords最適化工学 / ロジスティクス / ハイブリッドメタ解法 / 多目的最適化 / 環境配慮 / ウェーバ基準輸送費用 / レジリエンス / リスク / ロジスティックス / 巡回配送問題(VRP) / 複数デポ同時配送・引取りVRP / サプライチェーンマネジメント / リバースロジスティックス / 巡回配送計画問題(VRP) / 組合せ最適化問題 / 生産計画・スケジューリング統合最適化 / 巡回配送計画問題(VRP) / ハイブリッド解法 / メタ解法 / 不確定性 / 多目最適化 / リスク管理
Outline of Final Research Achievements

To provide a decision aid coping with innovative logistic systems, this study has aimed at exploring a new paradigm known as optimization engineering. To work with this idea from strategic, tactical and operational aspects, we have developed a user-friendly framework suitable to total optimization as a whole. First, we formulate a mathematical model with Weber basis cost accounting to discuss the issue generally and substantially. Then, we have developed its hybrid meta-heuristic method possible to solve practically real world problems. We have shown not only every method obtained here is significant by itself but also expects a smart and resilient deployment available for responding to various dynamism of society if it is utilized in the proposed framework.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (32 results)

All 2016 2015 2014 2013

All Journal Article (11 results) (of which Peer Reviewed: 11 results,  Open Access: 5 results,  Acknowledgement Compliant: 4 results) Presentation (16 results) (of which Int'l Joint Research: 4 results) Book (5 results)

  • [Journal Article] A hybrid method for solving multi-depot VRP with simultaneous pickup and delivery incorporated with Weber basis saving heuristic2016

    • Author(s)
      Yoshiaki Shimizu, Tatsuhiko Sakaguchi and Jae-Kyu Yoo
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 10 Issue: 1 Pages: JAMDSM0004-JAMDSM0004

    • DOI

      10.1299/jamdsm.2016jamdsm0004

    • NAID

      130005119926

    • ISSN
      1881-3054
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Multi-objective optimization for creating a low-carbon logistics system through community-based action2015

    • Author(s)
      Yoshiaki Shimizu, Tatsuhiko Sakaguchi and Hiroki Shimada
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 9 Issue: 5 Pages: JAMDSM0063-JAMDSM0063

    • DOI

      10.1299/jamdsm.2015jamdsm0063

    • NAID

      130005109072

    • ISSN
      1881-3054
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Genetic Algorithm Based Nesting Method with Considering Schedule for Sheet Metal Processing2015

    • Author(s)
      Tatsuhiko Sakaguchi, Hayato Ohtani, Yoshiaki Shimizu
    • Journal Title

      システム制御情報学会論文誌

      Volume: 28 Pages: 99-106

    • NAID

      130005076081

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Meta-heuristic Approach for VRP with simultaneous pickup and delivery incorporated with Weber basis saving method2015

    • Author(s)
      清水 良明,阪口 龍彦
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 81 Issue: 825 Pages: 14-00639-14-00639

    • DOI

      10.1299/transjsme.14-00639

    • NAID

      130005073733

    • ISSN
      2187-9761
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Hybrid Meta-Heuristic Approach to Coping with Large Practical Multi-Depot VRP2014

    • Author(s)
      Yoshiaki Shimizu and Tatsuhiko Sakaguchi
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 13 Issue: 2 Pages: 163-171

    • DOI

      10.7232/iems.2014.13.2.163

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Parallel computing for huge scale logistics optimization through binary PSO associated with topological comparison2014

    • Author(s)
      Yoshiaki Shimizu, Tatsuhiko Sakaguchi and Takatobu Miura
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 8 Issue: 1 Pages: JAMDSM0005-JAMDSM0005

    • DOI

      10.1299/jamdsm.2014jamdsm0005

    • NAID

      130003393906

    • ISSN
      1881-3054
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Possibilistic Programming Model for Fuzzy Multi-Objective Periodic Review Inventory in Two-Stage Supply Chain2013

    • Author(s)
      Dicky Fatrias, Yoshiaki Shimizu
    • Journal Title

      International Journal of Applied Decision Sciences

      Volume: 17 Issue: 2 Pages: 168-189

    • DOI

      10.1504/ijads.2014.060329

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Daily Planning for Three Echelon Logistics Considering Inventory Conditions2013

    • Author(s)
      Yoshiaki Shimizu and Dicky Fatrias
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 7 Issue: 3 Pages: 485-497

    • DOI

      10.1299/jamdsm.7.485

    • NAID

      130003368566

    • ISSN
      1881-3054
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of Continuity Rate for Multistage Logistic Network Optimization under Disruption Risk2013

    • Author(s)
      Muhammad Rusman and Yoshiaki Shimizu
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 12 Issue: 2 Pages: 74-84

    • DOI

      10.7232/iems.2013.12.2.074

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Generalized Vehicle Routing Problem for Reverse Logistics Aiming at Low Carbon Transportation2013

    • Author(s)
      Yoshiaki Shimizu and Tatsuhiko Sakaguchi
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 12 Issue: 2 Pages: 161-170

    • DOI

      10.7232/iems.2013.12.2.161

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Hybrid Meta-heuristic Method for Optimizing Logistic Networks Subject to Operational Conditions in Practice2013

    • Author(s)
      Yoshiaki Shimizu, Tatsuhiko Sakaguchi and Syota Tsuchiya
    • Journal Title

      Global Perspective on Engineering Management

      Volume: 2 Pages: 268-281

    • NAID

      130005026247

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 階層分散型生産システムにおける要素間のジョブの授受を考慮したスケジューリング手法の研究2016

    • Author(s)
      阪口龍彦,鈴木悠馬,清水良明,内山直樹
    • Organizer
      日本機械学会生産 システム部門研究発表講演会2016
    • Place of Presentation
      野田, 東京理科大学
    • Year and Date
      2016-03-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 2階層サプライチェーンにおける複数顧客との交渉を考慮した並列意思決定フレームワークの検討2016

    • Author(s)
      阪口龍彦,TRAN VAN TU,清水良明,内山直樹
    • Organizer
      日本機械学会 生産システム部門研究発表講演会2016
    • Place of Presentation
      野田, 東京理科大学
    • Year and Date
      2016-03-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Hybrid Approach for Multi-Depot VRP with Simultaneous Pickup and Delivery Incorporated with Weber Basis Saving Method2015

    • Author(s)
      Yoshiaki Shimizu, Tatsuhiko Sakaguchi and Jae Kyu Yoo
    • Organizer
      15th Asia Pacific Industrial Engineering & Management Systems Conference
    • Place of Presentation
      Ho Chi Minh, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A study on scheduling method for hierarchical and decentralized manufacturing systems2015

    • Author(s)
      Tatsuhiko Sakaguchi Yuma Suzuki, Yota Naraki and Yoshiaki Shimizu
    • Organizer
      7th International Symposium on Scheduling
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2015-07-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Deployment of Sustainable Logistics Optimization Incorporated with Modal Shift and Green Tax for Carbon Dioxide2015

    • Author(s)
      Yoshiaki Shimizu, Tatsuhiko Sakaguchi and Hiroki Shimada
    • Organizer
      10th International Congress on Logistics and SCM Systems
    • Place of Presentation
      Chiangmai, Thailand
    • Year and Date
      2015-07-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comprehensive Comparison of Performance of Elite-induced Evolutionary Algorithm for Multi-objective Analysis2015

    • Author(s)
      Yoshiaki Shimizu and Ryota Nakamura
    • Organizer
      1st Pan-American Congress on Computational Mechanics - PANACM 2015
    • Place of Presentation
      Buenos Aires, Argentina
    • Year and Date
      2015-04-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 精密板金加工のためのネスティング・スケジューリングの研究―ディスパッチングルールとローカルサーチの融合によるスケジューリング手法の改良2015

    • Author(s)
      阪口龍彦,大谷隼人,清水良明
    • Organizer
      日本機械学会生産システム部門研究発表講演会2015
    • Place of Presentation
      横浜市
    • Year and Date
      2015-03-16
    • Related Report
      2014 Research-status Report
  • [Presentation] Genetic Algorithm Based Nesting Method with Considering Schedule for Sheet Metal Processing2014

    • Author(s)
      Tatsuhiko Sakaguchi, Hayato Ohtani and Yoshiaki Shimizu
    • Organizer
      International Symposium on Flexible Automation
    • Place of Presentation
      Awaji, Japan
    • Year and Date
      2014-07-14 – 2014-07-16
    • Related Report
      2014 Research-status Report
  • [Presentation] A Meta-heuristic Approach for VRP with Simultaneous Pickup and Delivery Incorporated with Ton-Kilo Basis Saving Method2014

    • Author(s)
      Yoshiaki Shimizu and Tatsuhiko Sakaguchi
    • Organizer
      9th International Congress on Logistics and SCM Systems
    • Place of Presentation
      Poznan, Poland
    • Year and Date
      2014-07-01 – 2014-07-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Incorporating Green into Production and Consumption Behaviors toward Sustainable Logistics Optimization in Process Systems2014

    • Author(s)
      Yoshiaki Shimizu
    • Organizer
      24nd European Symposium on Computer Aided Process Engineering
    • Place of Presentation
      Budapest, Hungary
    • Year and Date
      2014-06-15 – 2014-06-18
    • Related Report
      2014 Research-status Report
  • [Presentation] トンキロ基準セービング法を援用したVRPSPD問題のメタ解法の提案2014

    • Author(s)
      加藤 盛仁,清水 良明,阪口 龍彦
    • Organizer
      機械学会生産システム部門研究発表講演会
    • Place of Presentation
      調布
    • Related Report
      2013 Research-status Report
  • [Presentation] 低炭素社会の実現に向けた階層型ロジスティックス最適化のハイブリット解法-野菜ロジスティックスを例として2014

    • Author(s)
      嶋田 弘希, 清水 良明, 阪口 龍彦
    • Organizer
      機械学会生産システム部門研究発表講演会
    • Place of Presentation
      調布
    • Related Report
      2013 Research-status Report
  • [Presentation] Daily Planning for Three Echelon Logistics Associated with Inventory Management2013

    • Author(s)
      Yoshiaki Shimizu
    • Organizer
      Proc. 4th Int. Conf. on Institute of Industrial Engineers
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2013 Research-status Report
  • [Presentation] Three Echelon Logistics Optimization for Operational Planning2013

    • Author(s)
      Yoshiaki Shimizu and Tatsuhiko Sakaguchi
    • Organizer
      Proc. 6th Int. Symp. on Scheduling 2013
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Possibilistic Programming Approach for Multi-objective Inventory Problem in Two-echelon in Two-echelon Supply Chain System2013

    • Author(s)
      Dicky Fatrias and Yoshiaki Shimizu:
    • Organizer
      Proc. 6th Int. Symp. on Scheduling 2013
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] A hierarchical hybrid meta-heuristic approach for coping with large multi-depot VRP in practice2013

    • Author(s)
      Yoshiaki Shimizu and Tatsuhiko Sakaguchi
    • Organizer
      Proc. 14th Asia Pacific Industrial Engineering & Management Systems
    • Place of Presentation
      Cebu, Philippines
    • Related Report
      2013 Research-status Report
  • [Book] Toward Sustainable Operations of Supply Chain and Logistics Systems2015

    • Author(s)
      (Eds.) Kachitvichynaukul, Voratas, Sethanan, Kanchana, Golinska- Dawson, Paulina
    • Total Pages
      547
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Book] Advances in Production Management Systems: Innovative Production Management Towards Sustainable Growth, Part I2015

    • Author(s)
      (Eds.)Shigeki Umeda, Masaru Nakano, Hajime Mizuyama, Hironori Hibino, Dimitris Kiristsis, Gregor von Cieminski
    • Total Pages
      743
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Book] Computer-Aided Chemical Engineering2014

    • Author(s)
      Ed. by J. J. Klemes, P. S. Varbanov & P. Y. Liew
    • Total Pages
      6
    • Publisher
      Elsevier
    • Related Report
      2014 Research-status Report
  • [Book] Logistics Operations, Supply Chain Management and Sustainability2014

    • Author(s)
      Ed. by Paulina Golinska
    • Total Pages
      13
    • Publisher
      Springer
    • Related Report
      2014 Research-status Report
  • [Book] Global Logistics Management2014

    • Author(s)
      Ed. by B.Y. Kara, I. Sabuncuoglu andB. Bidanda
    • Total Pages
      30
    • Publisher
      CRC Press
    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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