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1998 Fiscal Year Final Research Report Summary

Stochastic models for desigh of manufacturing Systems

Research Project

Project/Area Number 08680466
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 InstitutionTokyo Metropolitan Institute of Technology

Principal Investigator

YAMAZAKI Genji  Tokyo Metropolitan Institute of Technology, Dept. of production and Information Systems, Professor, 生産情報システム工学科, 教授 (80100387)

Co-Investigator(Kenkyū-buntansha) SAKASEGAWA Hirotaka  Waseda University, School of Science and Engineering, Professor, 理工学部, 教授 (90000207)
IIMURA Kiyoaki  Tokyo Metropolitan Institute of Technology, Dept. of production and Information, 自然系, 助教授 (50112470)
Project Period (FY) 1996 – 1998
KeywordsManufacturing systems / stochastic models / optimization and economics / system design
Research Abstract

We have constructed some stochastic models for resolving the design issues in manufacturing systems such as job shops and flexible machining systems (FMSs). The models are not characterized by the well-known property 'insensitivity' which, much simplifies the analysis. Two approaches to resolving the design issues using the constructed models have been developed. One is the application of 'rate conservation law' in the theory of point processes. Based on this, we give a method for deterring the optimal number of AGVs in a FMS.The other is to introduce a property 'quasi-product form' which generalizes the insensitivity. We show that the property much simplifies the analysis of a two-level queueing model whose situations arises in manufacturing, transshipment and computer systems.
Another purpose of this research is to extend the order relation among values under three evaluation criteria which have been utilized in the optimal machining speed problems. It is shown that the order relation holds for various problems as well as the machining speed problem. This result enables us to unify some results which have been already discussed or developed in several references.

  • Research Products

    (19 results)

All Other

All Publications (19 results)

  • [Publications] G. Yamazaki: "Light traffic in a cellular system with mobile subscribers and its applications" The 10th INFORMS Applied Prob.Conforence (invited paper), July, 26-28, Germeny. (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] X.Li, G.Yamazaki and K.Iimura: "Order relations among the optimal values under three evaluation criteria and their applications" EJOR. (to appear). (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] G.Yamazaki: "Quasi-product form in a multinode quencing system sharing a state dependent setup sever" IFORS'99 the 15th Word Conference on Operation Research (invited paper), August 16〜20,China. (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] G.Yamazaki: "Quasi-product form to a multinode quencing system with a common exponential setup sever" Probability in the Engineering and Informational Sciences. 13. 103-119 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] S.Shotaka and G.Yamazaki: "The local buffer effect in FMS" Proceedings of 2nd International Conference on Engineering Design and Automation. (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Takeno, Y.Tsujimura and G.Yamazaki: "Internal cootraint effects on vehicle routing problem with evolution program approach" Proceedings of 2nd International Confenence on Engineering Design and Automation. (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] G.Yamazaki and O.J.Boxma: "Separability in multi-node queweing system with a common setup server and its applications" Proceedings of Workshop 3, PMCCN'97 Tsukuba (invited paper). 13-24 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Takeno and G.Yamazaki: "Improvement of local area trasportation system scheduling using genetic algorithms" Engineering Design and Automation. 3・2. 191-200 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] D.Gong, M.Gen, G.Yamazaki and W.Xu: "Hybrid evolutionary method for capacitated location-allocation problem" Engineering Design and Automation. 3・2. 179-189 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] D.Gong, M.Gen, G.Yamazaki and W.Xu: "Lagrangian ANN for convex programming with liner costraints" Inter.J.of Computer and inel.Engineering. 32・2. 429-443 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 昇高,山崎,中村: "FMSにおけるAGVの最適台数決定問題" 日本機械学会論文集C. 63-605. 285-290 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] D.Gong, M.Gen, G.Yamazaki and W.Xu: "Neural Network approach for allocation with capacity" Inter.J.of Computer and ind. Engineeing. 31・3/4. 849-854 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] X.Li, G.Yamazaki and K.Iimura.: "'Order relations among the optical values under three evaluation criteria and their applications.'" EJOR. (to appear). (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] G.Yamazaki: "'Quasi-product form to a multinode queueing system with a common exponential setup server.'" Probability in the Engineering and Informational Sciences. 103-119 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Takeno and G.Yamazaki: "'mprovement of local area transportation system scheduling using genetic algorithms.'" Engineering Design and Automation. 3-2. 191-200 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] D.Gong, G.Yamazaki, M.Gen and W.Xu.: "'Hybrid evolutionary method for capacitated location-allocation problem.'" Engineering Design and Automation. 3-2. 179-189 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] D.Gong, M.Gen, G.Yamazaki and W.Xu.: "'Lagrangian ANN for convex programming with linear constraints.'" Inter. J.of Computer and ind.Engineering. 32-2. 429-443 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] S.Shotaka, G.Yamazaki and M.Nakamura.: "'Optimal number of AGVs in FMS' (in Japanese)" Transactions of Japan Society of Mechanical Engineers. C-63-605. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] D.Gong, M.Gen, G.Yamazaki and W.Xu.: "'Neural network approach for allocation with capacity.'" Inter.J.of Computer and ind.Engineering. 31-3/4. 849-854 (1996)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1999-12-08  

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