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OPTIMUM DESIGN METHOD IN LOGISTICS SYSTEMS USING GRAY THEORY

Research Project

Project/Area Number 12680454
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 社会システム工学
Research InstitutionKANAGAWA UNIVERSITY

Principal Investigator

KITAOKA Masatoshi  KANAGAWA UNIVERSITY, DEPARTMENT OF INDUSTRIAL AND SYSTEMS ENGINEERING, PROFESSOR, 工学部・経営工学科, 教授 (90078311)

Co-Investigator(Kenkyū-buntansha) YOSHIDA Kenji  KANAGAWA UNIVERSITY, DEPARTMENT OF INDUSTRIAL AND SYSTEMS ENGINEERING, RESEARCH ASSISTANT, 工学部・経営工学科, 助手 (90260984)
Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2001: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 2000: ¥400,000 (Direct Cost: ¥400,000)
KeywordsLOGISTICS / GRAY THEORY / CUMULATIVE CURVE / PRODUCTION PROCESS / DISTRIBUTION CENTER / FUZZY THEORY / RECYCLE KOGISTICS / EIQ TABLE / ファジィ理論 / 遺伝的アルゴリズム / AND / ORネットワーク
Research Abstract

1) The research result in applying the Gray Theory to production process.
1) The problem of the cumulative flow curve was analyzed using the gray theory. As this result, the relationship between inventory quantity and lead time in the production process was clarified. Especially, the relationship between lead time and inventory quantity was formulated from the theoretical formula. In addition, the production process developed theoretical formula, when there were several. 2) By stock information and production condition in production start point of time, the method for classifying the cumulative flow curve was proposed. And, discrete variant and continuous volume expression of the cumulative flow curve were early clarified from inventory quantity and inflow. In the relationship between inflow of the cumulative flow curve and accumulation value of runoff rate, the equation of average requirement days (lead time) in which the convention had experientially said was theoretically proven. 3) … More Using GM(1,1) model of the gray theory, the relation between gradient of the accumulation line and work capacity of production process was analyzed. Parameter A of GM(1,1) and shape of the cumulative flow curve were clarified, when the primitive data showed upward trend and descent tendency. The relationship between GM(1,1) model and production rate was examined. And, the relationship between inventory quantity and throughput time was clarified on acceptance ability of the cumulative flow curve and shape of the graph of the payment ability and characteristic from the theoretical formula. In addition, it was shown that the cumulative flow curve could apply to a grasp of the controlled state of production process.
2) The research result of analysis by gray theory of the EIQ method and the relation.
1) The method for theoretically analyzing the EIQ method using the gray theory was proposed. The EIQ method was shown according to the GM(1,1) model in the theoretical formula, and largest shipment and item number with the optional multiple and user were examined. And, the shape of the graph was clarified from parameter of accumulation IQ data and accumulation EQ data. And, the characteristic of the graph was clarified on the curvature of the curve. And, the relationship between ratio u/a and initial data of parameter of GM(1,1) was shown in the theorem style. The equation which theoretically calculated item number and customer number which come in within two designated Q1 and Q2 accumulation shipment was proposed. The equation required from u,a of the accumulation IQ model and u,a of accumulation EQ for the decision of basic scale in the physical distribution center was proposed. 2) The method for theoretically requiring order picking system for experientially deciding until now from the EIQ table was proposed. The characteristic in the work time was clarified on single picking, batch picking, zone picking system. And, the theoretical formula was proposed on which system should be theoretically adopted on the each picking system. 3) Shipping characteristic of goods in the physical distribution center is irregular, and the conventional time series analysis can not be applied. Therefore, storage and shipping work of goods, etc. are affected. In this research, the method for classifying goods from distance between accumulation data and value of 2 bits and clearance variable and fuzzy clustering was proposed.
3) The research result of containing production process, the range of the logistics.
1) The algorithm for solving unrelated parallel machine scheduling problem with the fuzzy work time was proposed. 2) In the logistics problem, in making the case with the unclear distance to be a fuzzy value, the theory for newly solving the fuzzy shortest route problem was proposed with the algorithm.
4) Logistics and result of the recycling problem.
1) The decomposition and work can be expressed in the graph theory. Here, the application that proposed and concretizes the combination graph with the liaison graph was shown in respect of the decomposition work. Next, the minute dance work of the product is expressed by ISM. The procedure for making the breakdown graph from the graph of ISM was shown. 2) The work time is made to be a fuzzy value, when the time of the decomposition work is unclear. And, the procedure in search of the fuzzy minimum time of the decomposition work was shown. And, the method for expressing in Bayes theorem and Petri net was proposed in the decomposition work. Less

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • Research Products

    (66 results)

All Other

All Publications (66 results)

  • [Publications] 北岡正敏, 臼杵潤: "流動数曲線による複数の生産工程の在庫量とリードタイムの解析"日本経営工学会誌. Vol.51,No.1. 390-400 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 臼杵潤, 北岡正敏: "流動数曲線の初期在庫による分類とリードタイムと在庫の関係に関する研究"日本経営工学会誌. Vol.51,No.6. 558-565 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 董 彦文, 北岡正敏: "ファジイ作業時間を持つ非一様型並列機械スケジューリング問題"日本経営工学会誌. Vol.51,No.1. 10-16 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 李家斉, 北岡正敏: "EIQ法を用いたオーダピッキングシステム選定基準に関する研究"日本ロジスティクスシステム学会誌. Vol.2,No.1. 59-72 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 北岡正敏: "灰色理論による意思決定問題"中央大学商学論纂論文誌. 第41巻5号. 33-54 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 董彦文, 北岡正敏: "ファジイ最短路の探索問題に関する研究"日本ロジスティクスシステム学会誌. Vol.2,No.1. 37-47 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 李家斉, 北岡正敏: "灰色理論によるEIQ法のモデル化に関する研究"日本経営工学会誌. Vol.52,No.6. 344-354 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 李家斉, 北岡正敏: "出荷特性から見た商品のパターン分類に関する研究"日本経営数学会誌. Vol.23,No.2. 62-75 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 李家斉, 北岡正敏: "スプライン関数による時系列データの傾向変動の解析とフーリエ変換に関する研究"日本ロジスティクスシステム学会誌. Vol.2,No.2. 69-78 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 臼杵潤, 北岡正敏: "流動数曲線による生産工程の能力評価と予測に関する研究"日本機械学会論文集(C編). 67巻662号. 262-270 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka, J.Usui: "Optimal Design of Machine Layout and AGV Flow using GA and SA"Proc. The International Symposium on Logistics. 488-493 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka, S.Aketa: "Design for Disassembly Operation using Graph Theory and Fuzzy Theory"Proc. The International Symposium on Logistics. 278-283 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka, J.Usuki: "Cell Formation in Cellular Manufacturing Systems using Double Centering Matrix and Genetic Algorithm"Proc. The International Conference on Engineering Design and Automation. (CD-ROM). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka, S.Aketa, J.Usuki: "Task Sequence Planning using Timed AND/OR Nets and Petri-Nets"Proc. The International Conference on Engineering Design and Automation. (CD-ROM). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M, Kitaoka, Yo.Yokota: "Prediction of Biomedical Signal in Manual Material Handling using Kalman Filter"Proc. Int.Con. on Production Research、Checz Tec. Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y.Homma, M.Kitaoka: "Productivity Measurement of Manufacturing System using Network Analysis"Proc. Int. Con. on Production Research、Checz Tec. Un. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] J.Usuki, M.Kitaoka: "Production and Inventory Management from Cumulative Curve Analysis using Gray Theory"Proc. Int. Con. on Production Research、Checz Tec. Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] J.Usuki, M.Kitaoka: "Routing of Handling Vehicle Keeping Schedule of Manufacturing"Proc. Int. Con. on Production Research、Checz Tec. Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Nakata, M.Kitaoka: "An Approach to the Design and Implementation Assembly System using Natural Language and Petri net"Proc. Int. Con. on Production Research、Checz Tec. Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 北岡正敏: "ネット物流の現状と将来"物流情報. Vol.2,No.5. 11-16 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jun USUKI, Masatoshi KITAOKA: "A Model for the Analysis of Inventory Systems and Lead Times using the Cumulative Curve"J. Jpn. Ind Manage Assoc. Vol. 51, No. 1. 390-400 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jun USUKI, Masatoshi KITAOKA: "Classification of Cumulative Curve from Initial Inventory and Relationship between Inventory Quantity and Lead Time"J. Jpn. Ind Manage Assoc. Vol. 51, No. 6. 558-565 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yanwen DONG, Masatoshi KITAOKA: "Solving Unrelated parallel machine Scheduling Problems with Fuzzy Processing Time"J. Jpn. Ind Manage Assoc. Vol. 51, No. 1. 10-16 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jiaqi LI, Masatoshi KITAOKA, Shin SUZUKI: "Selection Criteria for Order Picking Systems using EIQ Method"J.Jpn Logistics Systems Assoc. Vol. 2, No. 1. 59-72 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi KITAOKA: "Decision Problems with Gray Theory"J.Cyuou University. Vol. 41, No. 5. 33-54 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yanwen DONG, Masatoshi KITAOKA: "Finding nad Choosing Fuzzy Shortest Paths"J.Jpn Jpn Logistics Systems Assoc. Vol. 2, No. 1. 34-47 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jiaqi LI, Masatoshi KITAOKA, Shin SUZUKI: "Mathematical Analysis for EIQ Table with GRAY Theory"J.Jpn Ind Manage Assoc. Vol. 52, No. 6. 344-354 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jiaqi LI, Masatoshi KITAOKA: "Classification of Delivery from the Chatacteristic of Shipments"J.Jpn Manage Mathematics Assoc. Vol. 23, No.2. 62-75 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jiaqi LI, Masatoshi KITAOKA, Hirozou OKUMURA: "Trend Analysis of Time Series and Fourier Transformation using Spline Function"J.Jpn Logistics Systems Assoc. Vol. 2, No. 2. 69-78 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Jun USUKI, Masatoshi KITAOKA: "Evaluation of Production Process and Prediction with Cumulative Curve"Transactions of the Japan Society of Mechanical Engineers. Vol. 67, No. 662. 262-270 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka and J.Usui: "Optimal Design of Machine Layout and AGV Flow usine GA and SA"The International Symposium on Logistics. 488-493 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka and S.Aketa: "Design for Disassembly Operation using Graph Theory and Fuzzy Theory"Proc. The International Symposium on Logistics. 278-283 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka and J.Usuki: "Cell Formation in Cellular Manufacturing Systems using Double Centering Matrix and Genetic Algorithm"Proc. The International Conference on Engineering Design and Automation. (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Kitaoka, S. Aketa and J. Usuki: "Task Sequence Planning using Timed AND/OR Nets and Petri - Nets"Proc.The International Conference on Engineering Design and Automation. (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Kitaoka, Yo. Yokota: "Prediction of Biomedical Signal in Manual Material Handling using Kalman Filter"Proc. Int. Con. on Production Research, Checz Tec. Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y.Homma, M.Kitaoka: "Productivity Measurement of Manufacturing System using Network Analysis"Proc. Int. Con. on Production Research, Checz Tec.Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] J.Usuki, M.Kitaoka: "Production and Inventory Management from Cumulative Curve Analysis using Gray Theory"Proc., Int. Con. on Production Research, Checz Tec.Unv. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Nakata, M, Kitaoka: "An Approach to the Design and Implementation Assembly System using Natural Language and Petri net"Proc. Int. Con. on Production Research, Checz Tec.Unv.. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi KITAOKA: "Trend and Future of Network Logistics Systems"J.Information Logistics. Vol.2, No.5. 11-16 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 北岡正敏, 臼杵潤: "流動数曲線による複数の生産工程の在庫量とリードタイムの解析"日本経営工学会誌. Vol.51,No.1. 390-400 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 董彦文, 北岡正敏: "ファジイ作業時間を持つ非一様型並列機械スケジューリング問題"日本経営工学会誌. Vol.51,No.1. 10-16 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 臼杵潤, 北岡正敏: "流動数曲線の初期在庫による分類とリードタイムと在庫の関係に関する研究"日本経営工学会誌. Vol.51,No.6. 558-565 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 董彦文, 北岡正敏: "ファジイ最短路の探索問題に関する研究"日本ロジスティクスシステム学会誌. Vol.2,No.1. 37-47 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 李家斉, 北岡正敏: "EIQ法を用いたオーダピッキングシステム選定基準に関する研究"日本ロジスティクスシステム学会誌. Vol.2,No.1. 59-72 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 北岡正敏: "灰色理論による意思決定問題"中央大学商学論纂論文誌. 第41巻5号. 33-54 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 李家斉, 北岡正敏: "灰色理論によるEIQ法ほモデル化に関する研究"日本経営工学会誌. Vol.52,No.6. 344-354 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 李家斉, 北岡正敏: "出荷特性から見た商品のパターン分類に関する研究"日本経営数学会誌. Vol.23,No.2. 62-75 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 李家斉, 奥村博造, 北岡正敏: "スプライン関数による時系列データの傾向変動の解析とフーリエ変換に関する研究"日本ロジスティクスシステム学会誌. Vol.2,No.2. 69-78 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 臼杵 潤, 北岡正敏: "流動数曲線による生産工程の能力評価と予測に関する研究"日本機械学会論文集(C編). 67巻662号. 262-270 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Kitaoka, J.Usui: "Optimal Design of Machine Layout and AGV Flow using GA and SA"Proc. The International Symposium on Logistics. 488-493 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Kitaoka, S.Aketa: "Design for Disassembly Operation using Graph Theory and Fuzzy Theory"Proc. The International Symposium on Logistics. 278-283 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Kitaoka, J.Usuki: "Cell Formation in Cellular Manufacturing Systems using Double Centering Matrix and Genetic Algorithm"Proc. The International Conference on Engineering Design and Automation. (CD-ROM). (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Kitaoka, S.Aketa, J.Usuki: "Task Sequence Planning using Timed AND/OR Nets and Petri-Nets"Proc. The International Conference on Engineering Design and Automation. (CD-ROM). (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Kitaoka, Yo.Yokota: "Prediction of Biomedical Signal in Manual Material Handling using Kalman Filter"Proc. Int. Con. on Production Research, Checz Tec. Unv. (CD-ROM). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Homma, M.Kitaoka: "Productivity Measurement of Manufacturing System using Network Analysis"Proc. Int. Con. on Production Research, Checz Tec. Un. (CD-ROM). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] R.Nakamura, M.Kitaoka: "Double Centering Matrix and Genetic Algorithm Approach to the Cell Formation Problem"Proc. Int. Con. on Production Research, Checz Tec. Unv. (CD-ROM). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] J.Usuki, M.Kitaoka: "Routing of Handling Vehicle Keeping Schedule of Manufacturing"Proc. Int. Con. on Production Research, Checz Tec. Unv. (CD-ROM). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] J.Usuki, M.Kitaoka: "Production and Inventory Management from Cumulative Curve Analysis using Gray Theory"Proc. Int. Con. on Production Research, Checz Tec. Unv. (CD-ROM). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Nakata, M.Kitaoka: "An Approach to the Design and Implementation Assembly System using Natural Language and Petri net"Proc. Int. Con. on Production Research, Checz Tec. Unv. (CD-ROM). (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 北岡正敏: "ネット物流の現状と将来"物流情報. Vol.2,No.5. 11-16 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 北岡正敏: "ファジイ作業時間をもつ非一様型機械スケジューリング問題"日本経営工学会誌. Vol.51No.1. 9-16 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 北岡正敏: "流動数曲線の初期在庫による分類とリードタイムと在庫の関係に関する研究"日本経営工学会誌. Vol.51No6. 558-565 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masatoshi KITAOKA: "Task Sequence planning using Timed AND/OR Nets and Timed Petri Nets"Proceeding of Engineering Design and Automation. EDA(CD-ROM). (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masatoshi KITAOKA: "Design for Disassembly Operation Using Graph Theory and Fuzzy Theory"Proceeding.5th Inter.Symposium on Lagistics. ISL. 278-283 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masatoshi KITAOKA: "Optimal Design of Machine Layout and AGV Flow Path using GA and SA"Proceeding.5th Inter.Symposium on Logistics. ISL. 488-493 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Masatoshi KITAOKA: "Cell Formation in Cellular Manufacturing Systems"Proceeding.Engineering Design and Automation. EDA(CD-ROM). (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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