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Mathematical Analysis and Optimal Operation for Closed-Loop Supply Chain with Uncertain circumstance regarding Production, Distribution and Sales of Items

Research Project

Project/Area Number 25350451
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Kusukawa Etsuko  大阪府立大学, 工学(系)研究科(研究院), 准教授 (00336801)

Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsサプライチェ-ンマネジメント / クローズド・ループ・サプライチェーン / グリーンサプライチェーン / Eコマース / サプライチェーン調整 / リスク分析 / 協力-競争戦略 / ゲーム理論 / 在庫管理 / サプライチェーンマネジメント / 供給の乱れ / 品質管理 / 進化ゲーム理論 / 確率・統計
Outline of Final Research Achievements

This study focused on a closed-loop supply chain (CLSC) with material flows of procurement of parts, production and sale of products, collection and recycling of used products, resale of unsold products and returned products in a market. The circumstance of production, distribution and sales of items regarding CLSC with multiple members has various uncertain factors in terms of collection quantity of used products, demand and production quantity of product and strategy behaviors of CLSC members. This study proposed the optimal operation for a CLSC with uncertain circumstance regarding production, distribution and sales of items and the optimal supply chain coordination between CLSC members through mathematical analysis and numerical analysis.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (51 results)

All 2017 2016 2015 2014 2013 Other

All Journal Article (11 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 11 results,  Acknowledgement Compliant: 10 results,  Open Access: 1 results) Presentation (34 results) (of which Int'l Joint Research: 11 results) Book (3 results) Remarks (3 results)

  • [Journal Article] Optimal Operation for Green Supply Chain Incorporating Inspection Policy into Remanufacturing of Used Products2017

    • Author(s)
      Yamaguchi, S. and Kusukawa, E.
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 16

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Mean-Variance Analysis for Optimal Operation and Supply Chain Coordination in a Green Supply Chain2017

    • Author(s)
      Yamaguchi, S. and Kusukawa, E.
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 16

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Impact of Information Sharing regarding Customer Returns Ratio on Optimal Sales Strategy under E-commerce2015

    • Author(s)
      Saito, Y. and Kusukawa, E.
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 14 Issue: 2 Pages: 111-121

    • DOI

      10.7232/iems.2015.14.2.111

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Optimal Ordering Policy in Dual-Sourcing Supply Chain considering Supply Disruptions and Demand Information2015

    • Author(s)
      Watanabe, N. and Kusukawa, E.
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 14 Issue: 2 Pages: 129-158

    • DOI

      10.7232/iems.2015.14.2.129

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Optimal Operation for Green Supply Chain with Quality of Recyclable Parts and Contract for Recycling Activity2015

    • Author(s)
      Kusukawa, E. and Alozawa, S.
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 14 Issue: 3 Pages: 248-274

    • DOI

      10.7232/iems.2015.14.3.248

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Analyzing the Evolutionary Stability for Behavior Strategies in Green Supply Chain2015

    • Author(s)
      Tomita, D. and Kusukawa, E.
    • Journal Title

      An International Journal of Industrial Engineering and Management Systems

      Volume: 14 Issue: 1 Pages: 44-57

    • DOI

      10.7232/iems.2015.14.1.044

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimal Operation for Green Supply Chain Considering Demand Information, Collection Incentive and Quality of Recycling Parts2014

    • Author(s)
      Watanabe, T. and Kusukawa, E.
    • Journal Title

      An International Journal of Industrial Engineering and Management Systems

      Volume: 13 Issue: 2 Pages: 129-147

    • DOI

      10.7232/iems.2014.13.2.129

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimal Production Planning for Remanufacturing with Quality Classification Errors under Uncertainty in Quality of Used Products2014

    • Author(s)
      Iwao, T. and Kusukawa, E.
    • Journal Title

      An International Journal of Industrial Engineering and Management Systems

      Volume: 13 Issue: 2 Pages: 231-249

    • DOI

      10.7232/iems.2014.13.2.231

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Supply Chain Coordination in 2-Stage-Ordering-Production System with Update of Demand Information2014

    • Author(s)
      Kusukawa, E.
    • Journal Title

      An International Journal of Industrial Engineering and Management Systems

      Volume: 13 Issue: 3 Pages: 304-318

    • DOI

      10.7232/iems.2014.13.3.304

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Supply Chain Coordination with Returns Handling and Clearance Sales2014

    • Author(s)
      Kusukawa, E.
    • Journal Title

      International Journal of E-Business Development

      Volume: 4 Pages: 85-101

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] ■ Optimal Operation for Green Supply Chain in Consideration of Collection Incentive and Quality for Recycling of Used Products2013

    • Author(s)
      T. Watanabe, E. Kusukawa and I. Arizono
    • Journal Title

      An International Journal of Industrial Engineering and Management Systems

      Volume: Vol.12, No.4 Issue: 4 Pages: 317-329

    • DOI

      10.7232/iems.2013.12.4.317

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Analysis of evolutionary stability for behavior strategies on recycling promotion activity in green supply chain2016

    • Author(s)
      Tomita, D. and Kusukawa, E.
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal sales strategy for seasonal demand with product life cycle considering markdown sales and price sensitivity2016

    • Author(s)
      Toki, Y. and Kusukawa, E.
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal operation with flexible ordering policy for green supply chain considering the uncertainties in product demand and collection quantity of used products2016

    • Author(s)
      Yamaguchi, S. and Kusukawa, E.
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mean-variance analysis for optimal operation for green supply chain with uncertainties in product demand and collectable quantity of used products2016

    • Author(s)
      Takahashi, N and Kusukawa, E.
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal sales strategies for dual channel under cooperation and competition considering customer purchasing preference2016

    • Author(s)
      Yamamoto,M. and Kusukawa, E.
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グリーンサプライチェーンの再資源化促進活動の行動戦略に対する進化的安定性の分析2016

    • Author(s)
      冨田大次郎、楠川恵津子
    • Organizer
      公益社団法人 日本経営工学会 秋春季研究大会
    • Place of Presentation
      日本教育会館,東京
    • Year and Date
      2016-10-28
    • Related Report
      2016 Annual Research Report
  • [Presentation] 顧客の購買嗜好を考慮した店頭販売-直販による並行販売での最適価格戦略2016

    • Author(s)
      山本真大、楠川恵津子
    • Organizer
      公益社団法人 日本経営工学会 春季研究大会
    • Place of Presentation
      早稲田大学,東京
    • Year and Date
      2016-05-28
    • Related Report
      2016 Annual Research Report
  • [Presentation] Optimal Operation for Green Supply Chain Incorporating Inspection Policy into Remanufacturing of Used Products2015

    • Author(s)
      Yamaguchi, S. and Kusukawa, E.
    • Organizer
      The 16th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Hotel Caravelle Saigon, Ho Chi Minh City, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation for Green Supply Chain with Uncertainties in Product Demand and Collection Quantity of Used Product2015

    • Author(s)
      Takahashi, N. and Kusukawa, E.
    • Organizer
      The 16th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Hotel Caravelle Saigon, Ho Chi Minh City, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation for a Dual-Sourcing Green Supply Chain with Contracts of Collection and Recycling Activity2015

    • Author(s)
      Watanabe, N. and Kusukawa, E.
    • Organizer
      The 16th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Hotel Caravelle Saigon, Ho Chi Minh City, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mean-Variance Analysis for Optimal Operation in a Green Supply Chain2015

    • Author(s)
      Yamaguchi, S. and Kusukawa, E.
    • Organizer
      The 16th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Hotel Caravelle Saigon, Ho Chi Minh City, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation for a Green Supply Chain with Supply Disruption in Remanufacturing Process2015

    • Author(s)
      Watanabe, N. and Kusukawa, E.
    • Organizer
      The 16th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Hotel Caravelle Saigon, Ho Chi Minh City, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Risk Analysis and Supply Chain Coordination for Optimal Operation in E-commerce Environment with Uncertainties in Demand and Customer Returns2015

    • Author(s)
      Saito, Y. and Kusukawa, E.
    • Organizer
      The 16th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Hotel Caravelle Saigon, Ho Chi Minh City, Vietnam
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 不確実な製品需要量と顧客返品率を考慮したE-コマース環境下での最適運用のためのリスク分析とサプライチェーン調整2015

    • Author(s)
      齋藤 雄太、楠川恵津子
    • Organizer
      平成27年度 日本経営工学会 秋季研究大会
    • Place of Presentation
      金沢工業大学 扇が丘キャンパス(石川県・野々市市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 複数の再生産工程に報酬‐罰則契約を導入した場合のグリーンサプライチェーンでの最適運用方策2015

    • Author(s)
      渡邊 直樹、楠川恵津子
    • Organizer
      平成27年度 日本経営工学会 秋季研究大会
    • Place of Presentation
      金沢工業大学 扇が丘キャンパス(石川県・野々市市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 平均分散モデルを適用したグリーンサプライチェーン最適運用のためのリスク分析2015

    • Author(s)
      山口 真、楠川恵津子
    • Organizer
      平成27年度 日本経営工学会 秋季研究大会
    • Place of Presentation
      金沢工業大学 扇が丘キャンパス(石川県・野々市市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 製品需要量と使用済み製品回収量に不確実さを考慮したグリーンサプライチェーンの最適運用方策2015

    • Author(s)
      高橋 直人、楠川恵津子
    • Organizer
      平成27年度 日本経営工学会 秋季研究大会
    • Place of Presentation
      金沢工業大学 扇が丘キャンパス(石川県・野々市市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 使用済み製品の再資源化を考慮したグリーンサプライチェーンでの最適検査方策2015

    • Author(s)
      山口 真、楠川恵津子
    • Organizer
      平成27年度 日本経営工学会 秋季研究大会
    • Place of Presentation
      金沢工業大学 扇が丘キャンパス(石川県・野々市市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] Analysis of Supply Coordination with Returns Handling and Discount Sales under E-Commerce Environment2014

    • Author(s)
      Kusukawa, E. and Fujisono, D.
    • Organizer
      The 1st East Asia Workshop on Industrial Engineering
    • Place of Presentation
      広島大学 東広島キャンパス(広島県・東広島市)
    • Year and Date
      2014-11-08 – 2014-11-09
    • Related Report
      2014 Research-status Report
  • [Presentation] 再生産工程に乱れが生じる場合のグリーンサプライチェーンでの最適運用方策2014

    • Author(s)
      渡邉直樹,楠川恵津子
    • Organizer
      平成26年度日本経営工学会秋季大会
    • Place of Presentation
      広島大学 東広島キャンパス(広島県・東広島市)
    • Year and Date
      2014-11-08 – 2014-11-09
    • Related Report
      2014 Research-status Report
  • [Presentation] Analyzing the Evolutionary Stability for Behavior Strategies in Green Supply Chain2014

    • Author(s)
      Tomita., D. and Kusukawa, E.
    • Organizer
      The 14th 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] Impact of Information Sharing regarding Customer Returns Ratio on Optimal Sales Strategy under E-commerce2014

    • Author(s)
      Saito, Y. and Kusukawa, E.
    • Organizer
      The 14th 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] Optimal Operation for Green Supply chain Considering Demand Information, Reward and Penalty of Recycling Activity and Quality of Recyclable Parts2014

    • Author(s)
      Kusukawa, E. and Akizawa, S.
    • Organizer
      The 14th 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] Supply Chain Management 2 Optimal Ordering Policy in Dual-Sourcing Supply Chain considering Supply Disruptions and Demand Information2014

    • Author(s)
      Watanabe, N. and Kusukawa, E.
    • Organizer
      The 14th 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] 製品需要の分布情報に応じた複数の物品調達チャネルに供給の乱れが生じる場合のサプライチェーン連携による最適発注方策2014

    • Author(s)
      渡邉直樹,楠川恵津子
    • Organizer
      平成26年度日本経営工学会春季大会
    • Place of Presentation
      東京理科大学 野田キャンパス(千葉県・野田市)
    • Year and Date
      2014-05-17 – 2014-05-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 報酬-罰則契約の導入がグリーンサプライチェーンの最適運用方策に与える影響2014

    • Author(s)
      楠川恵津子,秋澤翔
    • Organizer
      平成26年度日本経営工学会春季大会
    • Place of Presentation
      東京理科大学 野田キャンパス(千葉県・野田市)
    • Year and Date
      2014-05-17 – 2014-05-18
    • Related Report
      2014 Research-status Report
  • [Presentation] Optimal Operation for Green Supply Chain in Consideration of Demand Information, Collection Incentive and Quality for Recycling of Used Products2013

    • Author(s)
      E. Kusukawa
    • Organizer
      The 14th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Cebu, Philippine
    • Related Report
      2013 Research-status Report
  • [Presentation] Supply Chain Coordination in 2-Stage-Ordering- Production System based on Demand Forecasting Update2013

    • Author(s)
      E. Kusukawa
    • Organizer
      The 14th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Cebu, Philippine
    • Related Report
      2013 Research-status Report
  • [Presentation] Optimal Production Planning for Remanufacturing with Uncertainty in Quality of Used Products and Classification Error in Quality Grading2013

    • Author(s)
      M. Iwao and E. Kusukawa
    • Organizer
      The 14th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Cebu, Philippine
    • Related Report
      2013 Research-status Report
  • [Presentation] 製品需要の分布情報に応じたグリーンサプライチェーンの最適運用方策2013

    • Author(s)
      楠川恵津子
    • Organizer
      平成25年度日本経営工学会春季大会
    • Place of Presentation
      横浜、日本
    • Related Report
      2013 Research-status Report
  • [Presentation] 顧客の返品情報の共有がEコマース環境下でのサプライチェーン買戻し方策に与える影響2013

    • Author(s)
      齋藤雄太,楠川恵津子
    • Organizer
      平成25年度日本経営工学会秋季大会
    • Place of Presentation
      埼玉、日本
    • Related Report
      2013 Research-status Report
  • [Presentation] 使用済み製品の品質分類にエラーが生じる場合を考慮したグリーンサプライチェーンの最適運用方策2013

    • Author(s)
      岩尾真利,楠川恵津子
    • Organizer
      平成25年度日本経営工学会秋季大会
    • Place of Presentation
      埼玉、日本
    • Related Report
      2013 Research-status Report
  • [Presentation] 進化ゲーム理論を適用したグリーンサプライチェーンの 関連業者の行動戦略に関する考察2013

    • Author(s)
      冨田大次郎,楠川恵津子
    • Organizer
      平成25年度日本経営工学会秋季大会
    • Place of Presentation
      埼玉、日本
    • Related Report
      2013 Research-status Report
  • [Presentation] 複数の物品調達チャネルに供給の乱れが生じる場合のサプライチェーン連携による最適運用方策2013

    • Author(s)
      渡邊直樹,楠川恵津子
    • Organizer
      平成25年度日本経営工学会秋季大会
    • Place of Presentation
      埼玉、日本
    • Related Report
      2013 Research-status Report
  • [Book] 経営科学とその実践的応用2017

    • Author(s)
      渡邊直樹、楠川恵津子
    • Total Pages
      26
    • Publisher
      和泉出版
    • Related Report
      2016 Annual Research Report
  • [Book] Applied Management Information Systems (Chapter 9 分担執筆)2016

    • Author(s)
      Kusukawa, E. and Akizawa, S.
    • Publisher
      和泉出版
    • Related Report
      2015 Research-status Report
  • [Book] ものづくりに役立つ経営工学の事典 -180の知識-2014

    • Author(s)
      楠川恵津子(分担執筆)
    • Total Pages
      2
    • Publisher
      朝倉書店
    • Related Report
      2013 Research-status Report
  • [Remarks] 大阪府立大学 教員活動報告 楠川恵津子

    • URL

      http://kyoindb.osakafu-u.ac.jp/html/100513_ja.html?k=%E6%A5%A0%E5%B7%9D

    • Related Report
      2016 Annual Research Report
  • [Remarks] 楠川 恵津子 オフィシャル・ウェブサイト

    • URL

      http://www.eis.osakafu-u.ac.jp/~kusukawa/

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
  • [Remarks] http://www.eis.osakafu-u.ac.jp/~kusukawa/

    • Related Report
      2014 Research-status Report

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

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