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Construction of Biological Manufacturing Systems Introducing Bounded Rationality

Research Project

Project/Area Number 18360190
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionThe University of Tokyo

Principal Investigator

UEDA Kanji  The University of Tokyo, Research into Artifact, Center for Engineering (RACE), Professor (50031133)

Co-Investigator(Kenkyū-buntansha) FUJII Nobutada  Kobe University, Graduate School of Engineering, Associate Professor (80332758)
NISHINO Nariaki  The University of Tokyo, Research into Artifact, Center for Engineering (RACE), Assistant Professor (90401299)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥13,910,000 (Direct Cost: ¥12,200,000、Indirect Cost: ¥1,710,000)
Fiscal Year 2007: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Fiscal Year 2006: ¥6,500,000 (Direct Cost: ¥6,500,000)
KeywordsBounded Rationality / Biological Manufacturing Systems / Experimental Economics
Research Abstract

As society and organizations recently get more complex in response to the increasing globalization and networking, artificial systems which are originally designed and controllable by human also become complex and diversified. In order to conduct effective manufacturing under such situations, the traditional top-down approach is not adequate and a new bottom-up approach is required. To realize bottom-up manufacturing, Ueda has proposed new concept of biological manufacturing systems (BMS) and developed several practical studies. This study focuses on bounded rationality and introduces it into biological manufacturing systems. Bounded rationality is a feature that is originally inherent in human beings and is generally considered as a rejectable factor in manufacturing systems. However, bounded rationality occasionally provides flexibility in organizations or society. Therefore, this study pursuits possibility that bounded rationality works effectively in manufacturing systems.
Firstly, … More basic properties of bounded rationality are examined using ant system simulation. Results show that effectiveness of the whole system is improved if some bounded rational ants are in the system. Especially, effectiveness is increasing when the system includes incomplete information about the environment where ants make decision. In addition, we make simulation of self-organized manufacturing systems in which bounded rationality is introduced. In the simulation, where AGVs behave bounded rationally, practical data of real manufacturing floor are used and analyzed production efficiency. The simulation results show role-sharing process is emerged and production efficiency is increasing. Besides, bounded rationality in social systems is examined. In particular, purchase decision-making in markets with network externalities are analyzed by multi-agent simulation and experiments with human subjects. As a result, some types of bounded rational behavior are observed.
Summing up all results, availability of bounded rationality in manufacturing systems is discussed and concluded. Less

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (51 results)

All 2008 2007 2006

All Journal Article (40 results) (of which Peer Reviewed: 16 results) Presentation (11 results)

  • [Journal Article] 情報の局在性を考慮しかネットワーク環境における協調行動の創発2007

    • Author(s)
      倉岡寛, 藤井信忠, 上田完次
    • Journal Title

      コンピュータソフトウェア 24

      Pages: 62-69

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Decision Making in Artifactual Systems with Bounded Rationality2007

    • Author(s)
      T. Kito, N. Fujii, K. Ueda
    • Journal Title

      Developments on Experimental Economics : New Approa ches to Solving Real-World Problems (S. H. Oda (ed. ))

      Pages: 203-208

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Design of Self-Organization-Based Biological Manufacturing Systems by Introducing Bounded Rationality2007

    • Author(s)
      T. Kito, N. Fujii, K. Ueda
    • Journal Title

      Proceedings of 40th CIRP International Seminar on Manufacturing Systems (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Introducing Bounded Rationality into Self-Organization-Based Semiconductor Manufacturing2007

    • Author(s)
      T. Kito, K. Ueda
    • Journal Title

      Proceedings of 1st International Conference on Dynamics in Logistics-LDIC2007

      Pages: 65-73

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Emergent Synthesis with Bounded Rationality2007

    • Author(s)
      T. Kito, K. Ueda
    • Journal Title

      Proceedings of 4th Digital Enterprise Technology Conference-DET2007

      Pages: 514-523

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Emergence of Cooperation in a Network Environment Regarding Information Distribution (In Japanese)2007

    • Author(s)
      Hiroshi Kuraoka, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Computer Software Vol. 24, No. 1

      Pages: 62-69

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Decision Making in Artifactual Systems with Bounded Rationality2007

    • Author(s)
      Tomomi Kito, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Developments on Experimental Economics : New Approaches to Solving Real World Problems (S. H. Oda (Ed.))(Springer)

      Pages: 203-208

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Design of Self-Organization-Based Biological Manufacturing Systems by Introducing Bounded Rationality2007

    • Author(s)
      Tomomi Kito, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Proceedings of 40th CIRP International Seminar on Manufacturing Systems (CD-ROM)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Introducing Bounded Rationality into Self-Organization-Based Semiconductor Manufacturing2007

    • Author(s)
      Tomomi Kito, Kanji Ueda
    • Journal Title

      Proceedings of 1st International Conference on Dynamics in Logistics LDIC2007

      Pages: 65-73

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Emergent Synthesis with Bounded Rationality2007

    • Author(s)
      Tomomi Kito, Kanji Ueda
    • Journal Title

      Proceedings of 4th Digital Enterprise Technology Conference - DET2007

      Pages: 514-523

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Decision Making in Artifactual Systems with Bounded Rationality2007

    • Author(s)
      T. Kito, N. Fujii, K. Ueda
    • Journal Title

      Developments on Experimental Economics : New Approaches to Solving Real-World Problems (Sobei H. Oda (Ed. ))

      Pages: 203-208

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Introducing Bounded Rationality into Self-Organization-Based Semiconductor Manufacturing2007

    • Author(s)
      T. Kito, K. Ueda
    • Journal Title

      Proceedings of 1st International Conference on Dynamics in Logistics (LDIC2007)

      Pages: 65-73

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Emergent Synthesis with Bounded Rationality2007

    • Author(s)
      T. Kito, K. Ueda
    • Journal Title

      Proceedings of 4th Digital Enterprise Technology Conference (DET2007)

      Pages: 514-523

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 情報の局在性を考慮したネットワーク環境における協調行動の創発2007

    • Author(s)
      倉岡 寛, 藤井信忠, 上田完次
    • Journal Title

      コンピュータソフトウェア 24・1

      Pages: 469-472

    • NAID

      110006163668

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Decision Making in Artifactual System with Bounded Rationality2007

    • Author(s)
      Tomomi Kita, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Developments on Experimental Economics : New Approaches to Solving Real-World Problems, S. H. Oda(Ed.)

      Pages: 203-208

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Recycling of Durable Goods : Madeling and Experiments2007

    • Author(s)
      Nariaki Nishino, Hiroki Nakayama, Sobei H. Oda, Kanji Ueda
    • Journal Title

      Developments on Experimental Economics : New Approaches to Solving Real-World Problems, S. H. Oda(Ed.)

      Pages: 197-202

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ネットワーク外部性を伴う市場における情報非対称性と購買行動2006

    • Author(s)
      金子陽平, 西野成昭, 小田宗兵衛, 上田完次
    • Journal Title

      情報処理学会論文誌 47

      Pages: 1473-1482

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Modeling Biological Manufacturing Systems with Bounded-Rational Agents2006

    • Author(s)
      K. Ueda, T. Kito, N. Fujii
    • Journal Title

      Annals of the CIRP 55

      Pages: 469-472

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Emergence of Cooperation in a Network Environment Introducing Social Distance2006

    • Author(s)
      H. Kuraoka, N. Fujii, K. Ueda
    • Journal Title

      Proceedings of European Conference on Complex Systems (ECCS'06) (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Design of Multi-Agent Systems with Bounded Rationality2006

    • Author(s)
      T. Kito, N. Fujii, K. Ueda
    • Journal Title

      Proceedings of the 6th International Workshop on Emergent Synthesis (IWES06)

      Pages: 193-198

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Simultaneous Process Planning and Scheduling Using Evolutionary Artificial Neural Networks2006

    • Author(s)
      R. Inoue, N. Fujii, K. Ueda
    • Journal Title

      Proceedings of 2006 International Symposium on Flexible Automation (2006 ISFA)

      Pages: 613-616

    • NAID

      130004651331

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Emergent Synthesis and Bounded Rationality in Manufacturing Systems2006

    • Author(s)
      K. Ueda
    • Journal Title

      Proceedings of The 39th CIRP International Seminar on Manufacturing Systems

      Pages: 17-31

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Introducing Bounded Rationality into Biological Manufacturing Systems2006

    • Author(s)
      T. Kito, N. Fujii, K. Ueda
    • Journal Title

      Proceedings of The 39th CIRP International Seminar on Manufacturing Systems

      Pages: 345-350

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] The Role of An Independent Recycling Dealer in Durable Goods Recycling : An Analysis with Simulation and Economic Experiments2006

    • Author(s)
      N. Nishino, H. Nakayama, S. H. Oda, K. Ueda
    • Journal Title

      Proceedings of 6th International Workshop on Emergent Synthesis (IWES06)

      Pages: 53-61

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Purchase Behavior under Asymmetric Information in Product Market with Network Externalities (In Japanese)2006

    • Author(s)
      Yohei Kaneko, Nariaki Nishino, Sobei H. Oda, Kanji Ueda
    • Journal Title

      Transactions of Information Processing Society of Japan Vol. 47, No. 5

      Pages: 1473-1482

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Modeling Biological Manufacturing Systems with Bounded-Rational Agents2006

    • Author(s)
      Kanji Ueda, Tomomi Kito, Nobutada Fujii
    • Journal Title

      Annals of the CIRP Vol. 55, No. 1

      Pages: 469-472

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Emergence of Cooperation in a Network Environment Introducing Social Distance2006

    • Author(s)
      Hiroshi Kuraoka, Nobutada Fujii, Kanji. Ueda
    • Journal Title

      Proceedings of European Conference on Complex Systems (ECCS'06) (CD-ROM)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Design of Multi-Agent Systems with Bounded Rationality2006

    • Author(s)
      Tomomi Kito, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Proceedings of the 6th International Workshop on Emergent Synthesis (IWES06)

      Pages: 193-198

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Simultaneous Process Planning and Scheduling Using Evolutionary Artificial Neural Networks2006

    • Author(s)
      Riku Inoue, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Proceedings of 2006 International Symposium on Flexible Automation (2006 ISFA)

      Pages: 613-616

    • NAID

      130004651331

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary 2006 Annual Research Report
  • [Journal Article] Emergent Synthesis and Bounded Rationality in Manufacturing Systems2006

    • Author(s)
      Kanji Ueda
    • Journal Title

      Proceedings of The 39th CIRP International Seminar on Manufacturing Systems

      Pages: 17-31

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary 2006 Annual Research Report
  • [Journal Article] Introducing Bounded Rationality into Biological Manufacturing Systems2006

    • Author(s)
      Tomomi Kito, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Proceedings of The 39th CIRP International Seminar on Manufacturing Systems

      Pages: 345-350

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary 2006 Annual Research Report
  • [Journal Article] The Role of An Independent Recycling Dealer in Durable Goods Recycling: An Analysis with Simulation and Economic Experiments2006

    • Author(s)
      Nariaki Nishino, Hiroki Nakayama, Sobei H. Oda, Kanji Ueda
    • Journal Title

      Proceedings of 6th International Workshop on Emergent Synthesis (IWES06)

      Pages: 53-61

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ネットワーク外部性を伴う市場における情報非対称性と購買行動2006

    • Author(s)
      金子陽平, 西野成昭, 小田宗兵衛, 上田完次
    • Journal Title

      情報処理学会論文誌 47・5

      Pages: 1473-1482

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Modeling Biological Manufacturing System with Bounded-Rational Agents2006

    • Author(s)
      Kanji Ueda, Tomomi Kito, Nobutada Fujii
    • Journal Title

      Annals of the CIRP 55・1

      Pages: 469-472

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Emergence of Cooperation in a Network Environment Introducing Social Distance2006

    • Author(s)
      Hiroshi Kuraoka, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Proceedings of European Conference on Complex Systems (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Design of Multi-Agent System with Bounded Rationality2006

    • Author(s)
      Tomomi Kito, Nobutada Fujii, Kanji Ueda
    • Journal Title

      Proceedings of the 6th International Workshop on Emergent Synthesis

      Pages: 193-198

    • Related Report
      2006 Annual Research Report
  • [Journal Article] The Role of An Independent Recycling Dealer in Durable Goods Recycling : An Analysis with Simulation and Economic Experiments2006

    • Author(s)
      Nariaki Nishino, Hiroki Nakayama, Sobei H. Oda, Kanji Ueda
    • Journal Title

      Proceedings of The 6th International Workshop on Emergent Synthesis

      Pages: 53-61

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Does Self-Interested Behavior Stop Before Exhausting Environmental Resources? Experiments and Simulation with Long-term Common-pool Resource Game2006

    • Author(s)
      Nariaki Nishino, Yasuyuki Okawa, Sobei H. Oda, Kanji Ueda
    • Journal Title

      Proceedings of IAREP-SABE Conference (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Economic Behavior in a Market with Network Externalities : An Analysis on Decision-making under Incomplete Information2006

    • Author(s)
      Yohei Kaneko, Nariaki Nishino, Sobei H. Oda, Kanji Ueda
    • Journal Title

      Proceedings of IAREP-SABE Conference (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Emergent Synthesis Approach to Biological Manufacturing Systems2006

    • Author(s)
      Kanji Ueda
    • Journal Title

      3rd International CIRP Conference on Digital Enterprises Technologies (DET06)

    • Related Report
      2006 Annual Research Report
  • [Presentation] Biological Manufacturing System-Following Bio-systems for the Control of Complex Production System-2008

    • Author(s)
      K. Ueda
    • Organizer
      Invited Lecture in Stuttgart University
    • Place of Presentation
      Stuttgart University
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Biological Manufacturing System -Following Biosystems for the Control of Complex Production System-2008

    • Author(s)
      Kanji Ueda
    • Organizer
      Invited Lecture in Stuttgart University
    • Place of Presentation
      Stuttgart University.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 限定合理的エージェントを導入した自己組織化生産システムに関する研究2007

    • Author(s)
      鬼頭朋見, 藤井信忠, 上田完次
    • Organizer
      日本機械学会生産システム部門講演会
    • Place of Presentation
      名古屋
    • Year and Date
      2007-07-13
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Study on Self-Organized Manufacturing Systems Introducing Bounded Rationality (In Japanese)2007

    • Author(s)
      Tomomi Kito, Nobutada Fujii, Kanji Ueda
    • Organizer
      Manufacturing Systems Division Conference in The Japan Society of Mechanical Engineers
    • Place of Presentation
      Nagoya.
    • Year and Date
      2007-07-13
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 限定合理的エージェントを導入した自己組織化生産システムに関する研究2007

    • Author(s)
      鬼頭朋見, 藤井信忠, 上田完次
    • Organizer
      日本機械学会生産システム部門講演会
    • Place of Presentation
      愛知, 名古屋工業研究所
    • Year and Date
      2007-07-13
    • Related Report
      2007 Annual Research Report
  • [Presentation] 半導体生産システムにおける遺伝的機械学習を用いた適応的ロット投入2006

    • Author(s)
      藤井信忠, 小林元宏, 上田完次
    • Organizer
      日本機械学会生産システム部門講演会
    • Place of Presentation
      慶應義塾大学
    • Year and Date
      2006-06-24
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Adaptive LotRelease in Semi-conductor Manufacturing Systems Using Genetics Based Machine Learning (In Japanese)2006

    • Author(s)
      Nobutada Fujii, Motohiro Kobayashi, Kanji Ueda
    • Organizer
      Manufacturing Systems Division Conference in The Japan Society of Mechanical Engineers
    • Place of Presentation
      Keio University.
    • Year and Date
      2006-06-24
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Emergent Synthesis Approach to Biological Manufacturing Systems2006

    • Author(s)
      K. Ueda
    • Organizer
      3rd International CIRP Conference on Digital Enterprises Technologies (Keynote Speech)
    • Place of Presentation
      Portugal
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 工程計画と日程計画の統合のための進化型ニューラルネットワークによる適応的計画手法(第2報)2006

    • Author(s)
      藤井信忠, 井上陸, 上田完次
    • Organizer
      2006年度精密工学会秋季大会学術講演会
    • Place of Presentation
      宇都宮大学
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Emergent Synthesis Approach to Biological Manufacturing Systems2006

    • Author(s)
      Kanji Ueda
    • Organizer
      3rd International CIRP Conference on Digital Enterprises Technologies (DET06)
    • Place of Presentation
      Portugal. (Keynote speech)
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Adaptive Method for Integrating Process Planning and Scheduling Using Evolutionary Artificial Neural Networks (In Japanese)2006

    • Author(s)
      Nobutada Fujii, Riku Inoue, Kanji Ueda
    • Organizer
      The Japan Society for Precision Engineering 2006 Autumn Meeting
    • Place of Presentation
      Utsunomiya University.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2006-04-01   Modified: 2016-04-21  

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