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Optimization of replenishment policy considering item characteristics

Research Project

Project/Area Number 25350457
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Irohara Takashi  上智大学, 理工学部, 教授 (60308202)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2013: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords在庫管理 / 在庫補充方式 / 商品特性 / シミュレーション / 最適化 / 統計手法 / 多変量解析 / 遺伝的アルゴリズム
Outline of Final Research Achievements

In this research, a research on optimal replenishment policy for multiple items by considering item characteristics are conducted. Compared with previous researches, there are three characteristic points as follows. 1) Several new statics are proposed for considering the item characteristics by applying multivariate analysis to the shipping statistics of each item. And also those statistics are ranked quantitatively based on the level of importance for the classification. 2) New replenishment policy was proposed by considering the item characteristics. 3) Classify the multiple items by using the proposed statistics and construct the optimal model and solution methodology to select the optimal replenishment policy for each item category.

Report

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

    (20 results)

All 2015 2014 2013

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Open Access: 5 results) Presentation (11 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] Applying genetic algorithm for can-order policies in the joint replenishment problem2015

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 14 Issue: 1 Pages: 1-10

    • DOI

      10.7232/iems.2015.14.1.001

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Order-up-to Level and Reorder Level Policy under Differences between Replenishing and Shipping Units2015

    • Author(s)
      大墨 龍一,伊呂原 隆,長沢 敬祐
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: 65 Issue: 4 Pages: 294-301

    • DOI

      10.11221/jima.65.294

    • NAID

      130005002555

    • ISSN
      1342-2618, 2187-9079
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Inventory Model with Fixed and Variable Lead Time Crashing Costs and Controllable Backorder Rate2015

    • Author(s)
      原田 康平,伊呂原 隆,長沢 敬祐
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: 65 Issue: 4 Pages: 278-285

    • DOI

      10.11221/jima.65.278

    • NAID

      130005002553

    • ISSN
      1342-2618, 2187-9079
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Semiconductor supply planning by considering transit options to take advantage of pre-productions and order cancellations2014

    • Author(s)
      Daisuke Yagi, Keisuke Nagasawa, Takashi Irohara, Hans Ehm, Geraldine Yachi
    • Journal Title

      Simulation Modelling Practice and Theory

      Volume: 41 Pages: 46-58

    • DOI

      10.1016/j.simpat.2013.11.007

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Review of Relief Supply Chain Optimization2014

    • Author(s)
      Wapee Manopiniwes, Takashi Irohara
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 13 Issue: 1 Pages: 1-14

    • DOI

      10.7232/iems.2014.13.1.001

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Humanitarian Relief Logistics with Time Restriction: Thai Flooding Case Study2014

    • Author(s)
      Wapee Manopiniwes, Keisuke Nagasawa and Takashi Irohara
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 13 Issue: 4 Pages: 398-407

    • DOI

      10.7232/iems.2014.13.4.398

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Applying Random Forests to Decide Ordering Policy Based on Important Shipping Statistics2014

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: 64 Issue: 4E Pages: 579-590

    • DOI

      10.11221/jima.64.579

    • NAID

      130005002541

    • ISSN
      1342-2618, 2187-9079
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Joint Replenishment Problem in Multi-Item Inventory Control with Carrier Capacity and Receiving Inspection Cost2013

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Journal Title

      Operations and Supply Chain Management: An International Journal

      Volume: 6(3) Pages: 111-116

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Genetic-algorithm-based coordinated replenishment in multi-item inventory control2013

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 12(3) Issue: 3 Pages: 172-180

    • DOI

      10.7232/iems.2013.12.3.172

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Optimization of the order-up-to and reorder levels for each item in the forward area of warehouse2015

    • Author(s)
      Takashi Irohara
    • Organizer
      Institute for the Operations Research and Management Science (INFORMS) Annual meeting
    • Place of Presentation
      Philadelphia, Pennsylvania, USA
    • Year and Date
      2015-11-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Joint replenishment problem with can-order policies under purchase dependence2015

    • Author(s)
      Keisuke Nagasawa and Takashi Irohara
    • Organizer
      23rd International Conference on Production Research (ICPR)
    • Place of Presentation
      Manila, Philippines
    • Year and Date
      2015-08-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Joint replenishment problem with can-order policy under item characteristics2014

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Organizer
      The first East Asia Workshop on Industrial Engineering
    • Place of Presentation
      Hiroshima, Japan
    • Year and Date
      2014-11-07 – 2014-11-09
    • Related Report
      2014 Research-status Report
  • [Presentation] Joint replenishment problem with can-order policies under carrier capacity and correlated demands2014

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Organizer
      Asia Pacific Industrial Engineering and Management Systems conference
    • Place of Presentation
      Jeju, Korea
    • Year and Date
      2014-10-12 – 2014-10-15
    • Related Report
      2014 Research-status Report
  • [Presentation] Joint replenishment problem with dynamic can-order policies under carrier capacity2014

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Organizer
      18th International Symposium on Inventories
    • Place of Presentation
      Budapest, Hungary
    • Year and Date
      2014-08-18 – 2014-08-22
    • Related Report
      2014 Research-status Report
  • [Presentation] Applying genetic algorithm for can-order policies in the joint replenishment problem2013

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Organizer
      Asia Pacific Industrial Engineering and Management Systems conference (APIEMS)
    • Place of Presentation
      Philippines
    • Related Report
      2013 Research-status Report
  • [Presentation] Production scheduling with the consideration of energy consumption per unit time2013

    • Author(s)
      Takashi Irohara
    • Organizer
      Institute for the Operations Research and Management Science
    • Place of Presentation
      USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Joint replenishment problem in multi-item inventory control with carrier capacity and receiving inspection cost2013

    • Author(s)
      Keisuke Nagasawa, Takashi Irohara, Yosuke Matoba and Shuling Liu
    • Organizer
      International Conference on Industrial Engineering and Service Science
    • Place of Presentation
      Indonesia
    • Related Report
      2013 Research-status Report
  • [Presentation] トラック容量を考慮したアソシエーション分析による発注方式の決定2013

    • Author(s)
      長沢 敬祐,伊呂原 隆,的場洋輔,劉 樹苓
    • Organizer
      横幹連合コンファレンス
    • Place of Presentation
      香川大学
    • Related Report
      2013 Research-status Report
  • [Presentation] トラック容量を考慮した発注点・補充点・発注可能点の決定2013

    • Author(s)
      長沢 敬祐,伊呂原 隆,的場洋輔,劉 樹苓
    • Organizer
      日本経営工学会秋季研究大会
    • Place of Presentation
      日本工業大学
    • Related Report
      2013 Research-status Report
  • [Presentation] トラック容量および入荷費用を考慮した在庫調査日および発注量の決定2013

    • Author(s)
      長沢 敬祐,伊呂原隆,的場洋輔,劉 樹苓
    • Organizer
      日本経営工学会春季大会
    • Place of Presentation
      慶應義塾大学
    • Related Report
      2013 Research-status Report

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

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