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2011 Fiscal Year Final Research Report

Interactive Decision Support System for Finding Robust Optimal Solutions with Uncertainties in Manufacturing Circumstances

Research Project

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Project/Area Number 21510152
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research Institution大阪府立大学工業高等専門学校 (2011)
Osaka Prefectural College of Technology (2009-2010)

Principal Investigator

NAGASAWA Hiroyuki  大阪府立大学工業高等専門学校, 校長 (30117999)

Co-Investigator(Kenkyū-buntansha) MORIZAWA Kazuko  大阪府立大学, 大学院・工学研究科, 准教授 (60220050)
HIRABAYASHI Naoki  大阪府立大学, 大学院・工学研究科, 講師 (80199091)
Project Period (FY) 2009 – 2011
Keywords経営工学
Research Abstract

This study addressed decision making problems under operational uncertainties in manufacturing circumstances. Uncertainties were expressed as a set of scenarios with occurrence probabilities. Concepts of a"robust optimal solution"in single-objective cases and a"robust set of nondominated solutions"in multiobjective cases were introduced on the basis of"stochastic ordering."Robust optimization methods with either discrete variables or continuous variables were developed in static and dynamic cases, where one of scenarios was fixed at the beginning of a planning horizon in the static case and the scenario would change from the reference scenario to one of supposed scenarios once at any time over the planning horizon in the dynamic case. An interactive decision support system with sensitivity analysis was also developed for helping a decision maker to find robust optimal solutions.

  • Research Products

    (16 results)

All 2012 2011 2010 2009

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (13 results)

  • [Journal Article] Robust Optimal Reorder Points with Uncertain Lead Time2012

    • Author(s)
      M. Tamura, K. Morizawa, H. Nagasawa
    • Journal Title

      Journal of Japan Industrial Management Association : English Issue

      Volume: 63

    • Peer Reviewed
  • [Journal Article] Dynamic Robust Optimal Reorder Point with Uncertain Lead Time and Changeable Demand Distribution2010

    • Author(s)
      M. Tamura, K. Morizawa, H. Nagasawa
    • Journal Title

      Journal of Zhejiang University-Science A

      Volume: 11 Pages: 938-945

    • Peer Reviewed
  • [Journal Article] Optimal Cooperative Harvesting Patterns of Agricultural Fresh Products in case of Multiple Farmers and Multiple Markets under Periodical Flowering2009

    • Author(s)
      H. Nagasawa, M. Kotani, K. Morizawa
    • Journal Title

      Journal of Operations Research Society of Japan

      Volume: 52 Pages: 417-432

    • Peer Reviewed
  • [Presentation] A Heuristic Method for Minimizing Makespan in M-Stage Hybrid Flowshop2012

    • Author(s)
      K. Morizawa, N. Hirabayashi
    • Organizer
      ASME 2012 International Symposium on Flexible Automation
    • Place of Presentation
      St. Louis, USA
    • Year and Date
      2012-06-19
  • [Presentation] 異形状・異面積設備レイアウト問題への進化戦略の適用に関する研究2011

    • Author(s)
      平山大貴,平林直樹
    • Organizer
      日本経営工学会平成23年度秋季研究大会
    • Place of Presentation
      盛岡市
    • Year and Date
      2011-11-12
  • [Presentation] 並列機械フローショップにおける平均滞留時間最小化スケジューリング2011

    • Author(s)
      加納正義,森澤和子
    • Organizer
      日本経営工学会平成23年度秋季研究大会
    • Place of Presentation
      盛岡市
    • Year and Date
      2011-11-12
  • [Presentation] Dynamic Robust Set of Nondominated Schedules with Rescheduling Following Scenario Change in an n/1//(F^-, T_<max>) Scheduling Problem2010

    • Author(s)
      S. Hiyama, K. Morizawa, H. Nagasawa
    • Organizer
      The 11th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Melaka, Malaysia
    • Year and Date
      2010-12-07
  • [Presentation] Dynamic Robust Optimal Reorder Point with Uncertain Lead Time and Changeable Demand Distribution2010

    • Author(s)
      M. Tamura, K. Morizawa, H. Nagasawa
    • Organizer
      The 11th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Melaka, Malaysia
    • Year and Date
      2010-12-07
  • [Presentation] 平均滞留時間最小化・平均納期遅れ時間最小化の2目的リアルタイムスケジューリング2010

    • Author(s)
      吉田周平,平林直樹
    • Organizer
      日本経営工学会平成22年度秋季研究大会
    • Place of Presentation
      福岡市
    • Year and Date
      2010-10-23
  • [Presentation] ハイブリッド・プロ-ショップにおけるメイクスパン最小化スケジューリング2010

    • Author(s)
      松永洋祐,森澤和子
    • Organizer
      日本経営工学会平成22年度秋季研究大会
    • Place of Presentation
      福岡市
    • Year and Date
      2010-10-23
  • [Presentation] Dynamic Robust Optimal Schedule with Rescheduling Following Scenario Change to Minimize Mean Flow Time in Single Machine Scheduling2009

    • Author(s)
      S. Hiyama, K. Morizawa, H. Nagasawa
    • Organizer
      The 10th Asia-Pacific Conference on Industrial Engineering and Management Systems
    • Place of Presentation
      北九州市
    • Year and Date
      2009-12-14
  • [Presentation] Robust Optimal Reorder Points with Uncertain Lead Time2009

    • Author(s)
      M. Tamura, K. Morizawa, H. Nagasawa
    • Organizer
      The 10th Asia-Pacific Conference on Industrial Engineering and Management Systems
    • Place of Presentation
      北九州市
    • Year and Date
      2009-12-14
  • [Presentation] Facility Layout Method using Evolution Strategies with Correlated Mutations2009

    • Author(s)
      Y. Uno, N. Hirabayashi
    • Organizer
      The 10th Asia-Pacific Conference on Industrial Engineering and Management Systems
    • Place of Presentation
      北九州市
    • Year and Date
      2009-12-14
  • [Presentation] リスケジューリングを考慮した平均滞留時間最小化の頑健な最適スケジュール2009

    • Author(s)
      檜山慧,森澤和子,長澤啓行
    • Organizer
      日本経営工学会平成21年度秋季研究大会
    • Place of Presentation
      豊田市
    • Year and Date
      2009-11-07
  • [Presentation] 調達期間の不確実さを考慮した発注点の設定法2009

    • Author(s)
      田村正樹,森澤和子,長澤啓行
    • Organizer
      日本経営工学会平成21年度秋季研究大会
    • Place of Presentation
      豊田市
    • Year and Date
      2009-11-07
  • [Presentation] 進化戦略による設備レイアウトにおけるCorrelated Mutationの影響2009

    • Author(s)
      宇野由宏,平林直樹
    • Organizer
      日本経営工学会平成21年度秋季研究大会
    • Place of Presentation
      豊田市
    • Year and Date
      2009-11-07

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Published: 2013-07-31  

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