Dynamic production management by co-evolutionary multi-objective reactive scheduling in information integrated manufacturing system

• Project/Area Number: 18760103
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Production engineering/Processing studies
• Research Institution: Osaka Prefecture University
• Principal Investigator: TANIMIZU Yoshitaka Osaka Prefecture University, 工学研究科, 准教授 (60275279)
• Project Period (FY): 2006 – 2008
• Project Status: Completed (Fiscal Year 2008)
• Budget Amount: ¥3,860,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥360,000); Fiscal Year 2008: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2007: ¥1,100,000 (Direct Cost: ¥1,100,000); Fiscal Year 2006: ¥1,200,000 (Direct Cost: ¥1,200,000)
• Keywords: リアクティブスケジューリング / 遺伝的アルゴリズム / 共進化

Research Abstract

Previous researches provided a reactive scheduling method based on a genetic algorithm. The existing method was able to modify and optimize disturbed initial production schedules without interrupting the progress of manufacturing processes. This research proposes a multi-objective reactive scheduling method based on a co-evolutionary approach, and develops a prototype system of reactive scheduling in order to evaluate the effectiveness of the proposed method.

Research Products

• [Journal Article] Co-evolutionary genetic algorithms for reactive scheduling (2010)
  • Author(s): Yoshitaka Tanimizu, Yusuke Komatsu, Chisato Ozawa, et al.
  • Journal Title: Journal of advanced mechanical design, systems, and manufacturing Vol.4, No..(掲載確定)
  • NAID: 130000300095
  • Peer Reviewed
• [Journal Article] Extended Reactive Scheduling Method Using Co-Evolutionary Genetic Algorithms (2009)
  • Author(s): Y. Tanimizu, Y. Komatsu, C. Ozawa, K. Iwamura, N. Sugimura
  • Journal Title: Proc. of 20th International Conference on Production Research No.2.87(CD-ROM) Pages: 6-6
  • Peer Reviewed
• [Journal Article] Co-Evolutionary Genetic Algorithms for Reactive Scheduling (2009)
  • Author(s): Y. Tanimizu, Y. Komatsu, C. Ozawa, K. Iwamura, N. Sugimura
  • Journal Title: Proc. of International Symposium on Scheduling 2009 Pages: 121-126
  • NAID: 130000300095
  • Peer Reviewed
• [Journal Article] Co-evolutionary genetic algorithms for reactive scheduling (2009)
  • Author(s): Yoshitaka Tanimizu, Yusuke Komatsu, Chisato Ozawa, et al.
  • Journal Title: Proceedings of international symposium on scheduling 2009 Pages: 121-126
  • NAID: 130000300095
  • Peer Reviewed
• [Journal Article] Extended reactive scheduling method using co-evolutionary genetic algorithms (2009)
  • Author(s): Yoshitaka Tanimizu, Yusuke Komatsu, Chisato Ozawa, et al.
  • Journal Title: Proceedings of international conference on production research (CD-ROM)
• [Journal Article] GA Based Reactive Scheduling for Aggregate Production Scheduling (2008)
  • Author(s): T. Sakaguchi, T. Kamimura, K. Shirase, Y. Tanimizu
  • Journal Title: Manufacturing Systems and Technologies for the New Frontier Pages: 275-278
  • Peer Reviewed
• [Journal Article] Reactive Scheduling Based on Status Monitoring for Dynamic Manufacturing Environment (2007)
  • Author(s): T. Sakaguchi, T. Kamimura, K. Shirase, Y. Tanimizu
  • Journal Title: Proc. of the 40th CIRP International Seminar on Manufacturing Systems PP1(CD-ROM) Pages: 1-6
  • Peer Reviewed
• [Journal Article] Credibility of Supplier in Dynamic Supply Chain (2007)
  • Author(s): Y. Tanimizu, C. Ozawa, M. Yamanaka, K. Iwamura, N. Sugimura
  • Journal Title: Proc. of the 40th CIRP International Seminar on Manufacturing Systems SC5(CD-ROM) Pages: 1-6
• [Journal Article] A Multi-layered Model for Dynamic Supply Chain Configuration (2007)
  • Author(s): C. Ozaw, Y. Tanimizu, K. Iwamura, N. Sugimura
  • Journal Title: Proc. of the 4th International Conference on Leading Edge Manufacturing in 21st Century Pages: 665-668
  • NAID: 130007890988
• [Journal Article] Genetic Algorithm Based Reactive Scheduling for Additional Jobs (2006)
  • Author(s): T. Sakaguchi, Y. Tanimizu, K. Shirase, N. Sugimura
  • Journal Title: Proc. of the 39th CIRP International Seminar on Manufacturing Systems Pages: 255-260
• [Journal Article] Genetic Algorithm Based Reactive Scheduling in Manufacturing System - Advanced Crossover Method for Tardiness Minimization Problems - (2006)
  • Author(s): T. Sakaguchi, Y. Tanimizu, K. Harada, K. Iwamura, N. Sugimura
  • Journal Title: Mechatronics for Safety, Security and Dependability in a New Era Pages: 207-212
  • Peer Reviewed
• [Journal Article] Multi-objective Reactive Scheduling Based on Genetic Algorithm (2006)
  • Author(s): Y. Tanimizu, T. Miyamae, T. Sakaguchi, K. Iwamura, N. Sugimura
  • Journal Title: Towards Synthesis of Micro-/Nano-Systems Pages: 65-70
  • Peer Reviewed
• [Journal Article] Evolutional Reactive Scheduling for Agile Manufacturing Systems (2006)
  • Author(s): Y. Tanimizu, T. Sakaguchi, K. Iwamura, N. Sugimura
  • Journal Title: International Journal of Production Research 44,18-19 Pages: 3727-3742
  • Peer Reviewed
• [Journal Article] Evolutional Reactive Scheduling for Agile Manufacturing Systems (2006)
  • Author(s): Y. Tanimizu, T. Sakaguchi, K. Iwamura, N. Sugimura
  • Journal Title: International Journal of Production Research 44・18-19 Pages: 3727-3742
• [Journal Article] Multi-objective Reactive Scheduling Based on Genetic Algorithm (2006)
  • Author(s): Y. Tanimizu, T. Miyamae, T. Sakaguchi, K. Iwamura, N. Sugimura
  • Journal Title: Towards Synthesis of Micro-/Nano-Systems, Springer Pages: 65-70
• [Journal Article] Genetic Algorithm Based Reactive Scheduling in Manufacturing System-Advanced Crossover Method for Tardiness Minimization Problems- (2006)
  • Author(s): T. Sakaguchi, Y. Tanimizu, K. Harada, K. Iwamura, N. Sugimura
  • Journal Title: Mechatronics for Safety, Security and Dependability in a NewEra, Elsevier Pages: 207-212
• [Presentation] Extended reactive scheduling method using co-evolutionary genetic algorithms (2009)
  • Author(s): Yoshitaka Tanimizu
  • Organizer: International conference on production research
  • Place of Presentation: ニューワールドメイフェアホテル上海(中国・上海)
  • Year and Date: 2009-08-06
• [Presentation] 共進化遺伝的アルゴリズムを用いた統合型リアクティブスケジューリングに関する研究 (2008)
  • Author(s): 谷水義隆
  • Organizer: 生産システム部門研究発表講演会2008
  • Place of Presentation: 産業技術大学院大学(東京)
  • Year and Date: 2008-07-04
• [Presentation] 共進化GAを用いた統合化リアクティブスケジューリングに関する基礎的研究 (2007)
  • Author(s): 谷水義隆
  • Organizer: スケジューリング・シンポジウム2007
  • Place of Presentation: 京都大学(京都)
  • Year and Date: 2007-09-29
• [Presentation] 共進化GAを用いた統合化リアクティブスケジューリングに関する基礎的研究 (2007)
  • Author(s): 谷水義隆
  • Organizer: スケジューリング・シンポジウム2007
  • Place of Presentation: 京都大学
  • Year and Date: 2007-09-29
• [Book] 社会人が学ぶ生産システム・生産管理, 1.生産システム・マネジメント編 (2010)
  • Author(s): 藤井進, 谷水義隆
  • Total Pages: 54
  • Publisher: 七旺社