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Optimization Model for Initial Planning and Adaptive Modification

Research Project

Project/Area Number 22651058
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Social systems engineering/Safety system
Research InstitutionOsaka University

Principal Investigator

MORITA Hiroshi  大阪大学, 情報科学研究科, 教授 (60210176)

Co-Investigator(Kenkyū-buntansha) UMETANI Shunji  大阪大学, 情報科学研究科, 准教授 (80367820)
HASUIKE Takashi  大阪大学, 情報科学研究科, 助教 (50557949)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥2,910,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥510,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥700,000 (Direct Cost: ¥700,000)
Keywords最適化モデル / 不確実性 / 適応的最適化 / 時空間ネットワーク / エネルギー管理システム / 適応的変更 / 頑健性 / 太陽光発電 / エネルギーマネジメントシステム
Research Abstract

We have considered the optimization models for initial planningand adaptive modification for uncertainty. We treated various problems appeared in a realworld to characterize the mathematical models to be used and uncertain factors appeared in these problems, systematically. The time space network and mixed integer programming technique are mainly utilized to the proposed adaptive optimization model. We have proposed the optimization models and their solution algorithms for several practical problems including various uncertain factors, such as a risk-adaptive project scheduling, a charge scheduling system for electric vehicles, an energy management system for smart house, an integrated scheduling system for production planning and automatic guided vehicle routing, and a recommendation system of sightseeing route.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (56 results)

All 2013 2012 2011 2010 Other

All Journal Article (21 results) (of which Peer Reviewed: 9 results) Presentation (35 results) (of which Invited: 2 results)

  • [Journal Article] Interactive decision making for uncertain minimum spanning tree problems with total importance based on a risk- management approach2013

    • Author(s)
      Takashi Hasuike and Hideki Katagiri
    • Journal Title

      Applied Mathematical Modelling

      Volume: Vol. 37 Pages: 4548-4560

    • Related Report
      2012 Final Research Report
  • [Journal Article] Robust shortest path problem based on a confidence interval in fuzzy bicriteria decision making2013

    • Author(s)
      Takashi Hasuike
    • Journal Title

      Information Sciences

      Volume: Vol. 221 Pages: 520-533

    • Related Report
      2012 Final Research Report
  • [Journal Article] Interactive decision making for uncertain minimum spanning tree problems with total importance based on a risk-management approach2013

    • Author(s)
      T. Hasuike and H. Katagiri
    • Journal Title

      Applied Mathematical Modelling

      Volume: 37 Pages: 4548-4560

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robust shortest path problem based on a confidence interval in fuzzy bicriteria decision making2013

    • Author(s)
      T. Hasuike
    • Journal Title

      Information Sciences

      Volume: 221 Pages: 520-533

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A combined approach for production scheduling and routing of automated guided vehicles with layered time-space network2012

    • Author(s)
      Yuta Hara, Shunji Umetani and Hiroshi Morita
    • Journal Title

      Proceedings of the ASME 2012 International Symposium on Flexible Automation

    • Related Report
      2012 Final Research Report
  • [Journal Article] Optimal electric power management in a residential building using photovoltaic and storage battery2012

    • Author(s)
      Tsukasa Demizum Shunji Umetani and Hiroshi Morita
    • Journal Title

      Proceedings of the ASME 2012 International Symposium on Flexible Automation

    • Related Report
      2012 Final Research Report
  • [Journal Article] A combined approach for production scheduling and routing of automated guided vehicles with layered time-space network2012

    • Author(s)
      Y.Hara, S.Umetani and H.Morita
    • Journal Title

      Proceedings of the ASME 2012 International Symposium on Flexible Automation

      Volume: 0

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal electric power management in a residential building using photovoltaic and storage battery2012

    • Author(s)
      T.Demizu, S.Umetani and H.Morita
    • Journal Title

      Proceedings of the ASME 2012 International Symposium on Flexible Automation

      Volume: 0

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A two-probe routing model and an algorithm for MCM substrates testing2011

    • Author(s)
      Keisuke Murakami, Shunji Umetani and Hiroshi Morita
    • Journal Title

      Proceedings of International Symposium on Scheduling 2011

      Pages: 241-246

    • Related Report
      2012 Final Research Report
  • [Journal Article] Susumu Iida and Misayo Kobayashi, Robust energy management system with electric vehicles2011

    • Author(s)
      Yuta Fukushima, Shunji Umetani, Hiroshi Morita
    • Journal Title

      Proceedings of International Symposium on Scheduling 2011

      Pages: 117-122

    • Related Report
      2012 Final Research Report
  • [Journal Article] On a robust cost- importance ratio shortest path problem, International Journal of Innovative Management2011

    • Author(s)
      Takashi Hasuike
    • Journal Title

      Information and Production

      Volume: Vol. 2, No. 4 Pages: 93-98

    • Related Report
      2012 Final Research Report
  • [Journal Article] Interactive decision making for a shortest path problem with interval arc lengths2011

    • Author(s)
      Takashi Hasuike and Hideki Katagiri
    • Journal Title

      Proceedings of IEEE International Conference on Granular Computing

      Pages: 237-241

    • Related Report
      2012 Final Research Report
  • [Journal Article] A two-probe routing model and an algorithm for MCM substrates testing2011

    • Author(s)
      K.Murakami, S.Umetani and H.Morita
    • Journal Title

      Proceedings of International Symposium on Scheduling 2011

      Volume: 0 Pages: 241-246

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robust energy management system with electric vehicles2011

    • Author(s)
      Y.Fukushima, S.Umetani, H.Morita, S.Iida and M.Kobayashi
    • Journal Title

      Proceedings of International Symposium on Scheduling 2011

      Volume: 0 Pages: 117-122

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On a robust cost-importance ratio shortest path problem2011

    • Author(s)
      T. Hasuike
    • Journal Title

      International Journal of Innovative Management, Information & Production

      Volume: Vol.2, No. 4 Pages: 93-98

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive decision making for a shortest path problem with interval arc lengths2011

    • Author(s)
      T. Hasuike and H. Katagiri
    • Journal Title

      Proceedings of IEEE International Conference on Granular Computing

      Volume: 0 Pages: 237-241

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 時間枠と不確実性を同時に考慮した配送計画問題のモデル化と解法2010

    • Author(s)
      村上 啓介, 森田 浩
    • Journal Title

      日本機械学会論文集 C 編

      Volume: Vol. 76 Pages: 3220-3229

    • Related Report
      2012 Final Research Report
  • [Journal Article] Hybrid model for the vehicle routing problem with stochastic demand2010

    • Author(s)
      Keisuke Murakami and Hiroshi Morita
    • Journal Title

      In-ternational Journal of Applied Management Science

      Volume: Vol. 2, no. 3 Pages: 224-238

    • Related Report
      2012 Final Research Report
  • [Journal Article] A shortest path problem with random and interval variables for arcs based on conditional value at risk2010

    • Author(s)
      Takashi Hasuike
    • Journal Title

      Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management 2010

      Pages: 371-375

    • Related Report
      2012 Final Research Report
  • [Journal Article] Fuzzy random shortest path problem using conditional value at risk2010

    • Author(s)
      Takashi Hasuike
    • Journal Title

      Proceedings of International Conference on System Science and Engineering 2010

      Pages: 439-444

    • Related Report
      2012 Final Research Report
  • [Journal Article] 時間枠と不確実性を同時に考慮した配送計画問題のモデル化と解法2010

    • Author(s)
      村上啓介, 森田浩
    • Journal Title

      日本機械学会論文集C編

      Volume: 76 Pages: 3220-3229

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] ネットワーク容量を考慮した時間枠付き経路計画問題に対する解法2013

    • Author(s)
      原 勇太, 梅谷 俊治, 森田 浩
    • Organizer
      日本オペレーションズ・リサーチ学会 2013 年春季研究発表会
    • Place of Presentation
      東京
    • Year and Date
      2013-03-06
    • Related Report
      2012 Final Research Report
  • [Presentation] 太陽光発電・蓄電池を用いた住宅規模での電力運用最適化2013

    • Author(s)
      出水 宰, 梅谷 俊治, 森田 浩
    • Organizer
      日本オペレーションズ・リサーチ学会 2013 年春季研究発表会
    • Place of Presentation
      東京
    • Year and Date
      2013-03-05
    • Related Report
      2012 Final Research Report
  • [Presentation] 太陽光発電・蓄電池を用いた住宅規模での電力最適運用計画2012

    • Author(s)
      出水 宰, 梅谷 俊治, 森田 浩
    • Organizer
      京都大学数理解析研究所研究集会「最適化手法の理論と応用の繋がり」
    • Place of Presentation
      京都
    • Year and Date
      2012-07-23
    • Related Report
      2012 Final Research Report
  • [Presentation] CPM を用いた不確実・不確定状況下におけるクリティカルパスの求解2012

    • Author(s)
      蓮池 隆
    • Organizer
      京都大学数理解析研究所研究集会「最適化手法の理論と応用の繋がり」
    • Place of Presentation
      京都
    • Year and Date
      2012-07-23
    • Related Report
      2012 Final Research Report
  • [Presentation] ネットワークの信頼性・不確実状況下でのロバスト性を考慮したボトルネック型スパニングツリー問題2012

    • Author(s)
      蓮池 隆, 片桐 英樹, 津田 博史
    • Organizer
      日本オペレーションズ・リサーチ学会 2012 年春季研究発表会
    • Place of Presentation
      横須賀
    • Year and Date
      2012-03-27
    • Related Report
      2012 Final Research Report
  • [Presentation] CPM を利用した不確実・不確定状況下におけるリスク回避型プロジェクト計画2012

    • Author(s)
      蓮池 隆
    • Organizer
      日本経営工学会『若手研究者による IE 探求』
    • Place of Presentation
      岡山
    • Year and Date
      2012-03-02
    • Related Report
      2012 Final Research Report
  • [Presentation] Risk-control approach for bottleneck transportation problem with randomness and fuzziness2012

    • Author(s)
      Takashi Hasuike
    • Organizer
      International Conference on Optimization Modelling and Applications
    • Place of Presentation
      Delhi, India
    • Related Report
      2012 Final Research Report
  • [Presentation] Risk control approach to critical path method in mathematical programming under uncertainty2012

    • Author(s)
      Takashi Hasuike
    • Organizer
      The 21st International Symposium on Mathematical Programming
    • Place of Presentation
      Berlin, Germany
    • Related Report
      2012 Final Research Report
  • [Presentation] ルートの重要性を考慮した不確実・不確定状況下での最短路問題2011

    • Author(s)
      蓮池 隆, 片桐 英樹
    • Organizer
      京都大学数理解析研究所研究集会「不確実・不確定環境下における数理的意思決定とその周辺」
    • Place of Presentation
      京都
    • Year and Date
      2011-11-07
    • Related Report
      2012 Final Research Report
  • [Presentation] こんなに使える最適化手法2011

    • Author(s)
      梅谷 俊治
    • Organizer
      第10回情報科学技術フォーラム
    • Place of Presentation
      函館
    • Year and Date
      2011-09-07
    • Related Report
      2012 Final Research Report
  • [Presentation] Robust Energy Management System with Electric Vehicles2011

    • Author(s)
      Y.Fukushima, H.Morita, et.al.
    • Organizer
      International Symposium on Scheduling 2011
    • Place of Presentation
      大阪(日本)
    • Year and Date
      2011-07-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] ロバスト性を考慮した不確実・不確定状況下での最小スパニングツリー問題2011

    • Author(s)
      蓮池 隆
    • Organizer
      日本オペレーションズ・リサーチ学会「不確実性環境での意思決定科学」研究部会
    • Place of Presentation
      大阪
    • Year and Date
      2011-06-11
    • Related Report
      2012 Final Research Report
  • [Presentation] ユーザ入力情報の不確実性を考慮した電気自動車の最適充電スケジューリング2011

    • Author(s)
      出水 宰, 福嶋 悠大, 梅谷 俊治, 森田 浩, 飯田 享, 小林 美佐世
    • Organizer
      第55回システム制御情報学会研究発表講演会
    • Place of Presentation
      吹田
    • Year and Date
      2011-05-19
    • Related Report
      2012 Final Research Report
  • [Presentation] プロジェクト管理における作業時間短縮を用いたリアクティブ戦略に関する基礎的研究2011

    • Author(s)
      藤原 稔久, 諏訪 晴彦, 森田 浩
    • Organizer
      第55回システム制御情報学会研究発表講演会
    • Place of Presentation
      吹田
    • Year and Date
      2011-05-19
    • Related Report
      2012 Final Research Report
  • [Presentation] 時空間ネットワークを用いた無人搬送車の搬送計画最適化2011

    • Author(s)
      原 勇太, 梅谷 俊治, 森田 浩
    • Organizer
      日本オペレーションズ・リサーチ学会 OR 横断若手の会
    • Place of Presentation
      京都
    • Year and Date
      2011-04-23
    • Related Report
      2012 Final Research Report
  • [Presentation] 時空間ネットワークを用いた無人搬送車の搬送計画最適化2011

    • Author(s)
      原 勇太, 梅谷 俊治, 森田 浩
    • Organizer
      スケジューリング・シンポジウム 2011
    • Place of Presentation
      大阪
    • Related Report
      2012 Final Research Report
  • [Presentation] 処理時間の縮約を考慮した動的プロジェクトスケジューリングに関する研究2011

    • Author(s)
      藤原 稔久, 諏訪 晴彦, 森田 浩
    • Organizer
      スケジューリング・シンポジウム 2011
    • Place of Presentation
      大阪
    • Related Report
      2012 Final Research Report
  • [Presentation] Two-probe routing model and algorithm for multi-chip module substrates2011

    • Author(s)
      Keisuke Murakami, Shunji Umetani and Hiroshi Morita
    • Organizer
      Conference for the International Federation of Operational Research Societies
    • Place of Presentation
      Melbourne, Australia
    • Related Report
      2012 Final Research Report
  • [Presentation] Total Energy Management System for Electric Vehicle Operation using Time-Space Network2010

    • Author(s)
      福嶋悠大, 梅谷俊治, 森田浩, 他
    • Organizer
      INFORMS Annual Meeting 2010
    • Place of Presentation
      オースチン(アメリカ合衆国)
    • Year and Date
      2010-11-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Total energy management system for electric vehicle operation using time-space network2010

    • Author(s)
      Yuta Fukushima, Shunji Umetani and Hiroshi Morita
    • Organizer
      INFORMS Annual Meeting 2010
    • Place of Presentation
      Austin, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Risk control approach to critical path method in mathematical programming under uncertainty

    • Author(s)
      T. Hasuike
    • Organizer
      The 21st International Symposium on Mathematical Programming
    • Place of Presentation
      ベルリン(ドイツ)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Risk-control approach for bottleneck transportation problem with randomness and fuzziness

    • Author(s)
      T. Hasuike
    • Organizer
      International Conference on Optimization Modelling and Applications
    • Place of Presentation
      デリー(インド)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] ネットワーク容量を考慮した時間枠付き経路計画問題に対する解法

    • Author(s)
      原勇太,梅谷俊治,森田浩
    • Organizer
      日本オペレーションズ・リサーチ学会春季研究発表会
    • Place of Presentation
      東京(日本)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 太陽光発電・蓄電池を用いた住宅規模での電力運用最適化

    • Author(s)
      出水宰,梅谷俊治,森田浩
    • Organizer
      日本オペレーションズ・リサーチ学会春季研究発表会
    • Place of Presentation
      東京(日本)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 太陽光発電・蓄電池を用いた住宅規模での電力最適運用計画

    • Author(s)
      出水宰,梅谷俊治,森田浩
    • Organizer
      京都大学数理解析研究所研究集会「最適化手法の理論と応用の繋がり」
    • Place of Presentation
      京都(日本)
    • Related Report
      2012 Annual Research Report
  • [Presentation] CPM を用いた不確実・不確定状況下におけるクリティカルパスの求解

    • Author(s)
      蓮池隆
    • Organizer
      京都大学数理解析研究所研究集会「最適化手法の理論と応用の繋がり」
    • Place of Presentation
      京都(日本)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Analysis of the Use of Electric Vehicles as Storage Batteries on Peak Grid Load and Battery Degradation

    • Author(s)
      ブロッシーライアンスチュアート,梅谷俊治,森田浩
    • Organizer
      第57回システム制御情報学会研究発表講演会
    • Place of Presentation
      神戸(日本)
    • Related Report
      2012 Annual Research Report
  • [Presentation] CPMを利用した不確実・不確定状況下におけるリスク回避型プロジェクト計画

    • Author(s)
      蓮池隆
    • Organizer
      日本経営工学会『若手研究者によるIE探求』研究会
    • Place of Presentation
      岡山(日本)
    • Related Report
      2011 Annual Research Report
  • [Presentation] ネットワークの信頼性・不確実状況下でのロバスト性を考慮したボトルネック型スパニングツリー問題

    • Author(s)
      蓮池隆,片桐英樹,津田博史
    • Organizer
      日本オペレーションズ・リサーチ学会春季研究発表会
    • Place of Presentation
      横須賀(日本)
    • Related Report
      2011 Annual Research Report
  • [Presentation] ルートの重要性を考慮した不確実・不確定状況下での最短路問題

    • Author(s)
      蓮池隆,片桐英樹
    • Organizer
      京都大学数理解析研究所研究集会『不確実・不確定環境下における数理的意思決定とその周辺』
    • Place of Presentation
      京都(日本)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 時空間ネットワークを用いた無人搬送車の搬送計画最適化

    • Author(s)
      原勇太,梅谷俊治,森田浩
    • Organizer
      スケジューリング・シンポジウム2011
    • Place of Presentation
      大阪(日本)
    • Related Report
      2011 Annual Research Report
  • [Presentation] こんなに使える最適化手法

    • Author(s)
      梅谷俊治
    • Organizer
      第10回情報科学技術フォーラム
    • Place of Presentation
      函館(日本)
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] ロバスト性を考慮した不確実・不確定状況下での最小スパニングツリー問題

    • Author(s)
      蓮池隆
    • Organizer
      日本オペレーションズ・リサーチ学会『不確実性環境での意思決定科学』研究部会
    • Place of Presentation
      大阪(日本)
    • Related Report
      2011 Annual Research Report
  • [Presentation] ユーザー入力情報の不確実性を考慮した電気自動車の最適充電スケジューリング

    • Author(s)
      出水宰,福嶋悠大,梅谷俊治,森田浩,飯田享,小林美佐世
    • Organizer
      第55回システム制御情報学会研究発表講演会
    • Place of Presentation
      大阪(日本)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 時空間ネットワークを用いた無人搬送車の搬送計画最適化

    • Author(s)
      原勇太,梅谷俊治,森田浩
    • Organizer
      日本オペレーションズ・リサーチ学会 OR横断若手の会
    • Place of Presentation
      京都(日本)
    • Related Report
      2011 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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