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1997 Fiscal Year Final Research Report Summary

Development of New Method for Fuzzy Nonlinear Optimization

Research Project

Project/Area Number 07045032
Research Category

Grant-in-Aid for international Scientific Research

Allocation TypeSingle-year Grants
SectionUniversity-to-University Cooperative Research
Research Field 社会システム工学
Research InstitutionAshikaga Institute of Technology

Principal Investigator

GEN Mitsuo  Ashikaga Institute of Tech., Dept.of Industrial & Systems Engg., Professor, 工学部, 教授 (20095003)

Co-Investigator(Kenkyū-buntansha) SASAKI Masato  Ashikaga Institute of Tech., Dept.of Industrial & Systems Engg., Assistant Profe, 工学部, 講師 (00205866)
TSUJIMURA Yasuhiro  Ashikaga Institute of Tech., Dept.of Industrial & Systems Engg., Associate Profe, 工学部, 助教授 (80240977)
YOKOTA Takao  Ashikaga Institute of Tech., Dept.of Industrial & Systems Engg., Associate Profe, 工学部, 助教授 (70048916)
IDA Kenichi  Ashikaga Institute of Tech., Dept.of Industrial & Systems Engg., Professor, 工学部, 教授 (60137700)
池 宏  中国科学院, 科学技術政策・管理科学技術研究所, 助教授
CAI Chen  Chinese Academy of Science, Institute of Policy and Management, Professor, 科学技術政策・管理科学技術研究所, 教授
李 之傑  中国科学院, 科学技術政策・管理科学技術研究所, 教授
徐 偉宣  中国科学院, 科学技術政策・管理科学技術研究所・所長, 教授
CHI Hong  Chinese Academy of Science, Institute of Policy and Management, Associate Profes
XU Weixuan  Chinese Academy of Science, Institute of Policy and Management, Head, Professor
LI Zhijie  Chinese Academy of Science, Institute of Policy and Management, Professor
Project Period (FY) 1995 – 1997
KeywordsGenetic Algorithms / Fuzzy Sets Theory / Neural Networks / Nonlinear Optimization / Mathematical Programming / Optimal Design / Reliability Design / Meta-heuristics
Research Abstract

In these three years, we developed new solution methods for nonlinear optimization problems with fuzzy coefficients. These new methods have been verified the efficiencies by testing on many numerical experiments, and improved according to the verifications. Further, the methods have been applied to various optimal design problems of manufacturing systems. Finally, high efficiency and applicability of each the proposed method were validated on various optimization problems in the field of industrial engineering.
These results heve been presented at several international conferences, workshops and symposiums, and disclosed in international and domestic journals.

  • Research Products

    (23 results)

All Other

All Publications (23 results)

  • [Publications] D.Gong, G.Yamazaki, M.Gen & W.Xu: "Hybrid Evolutionary Method for Capacitated Location-Allocation Problem" Int.J.of Engg.Design and Automation. 3・2. 179-190 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 玄 光男, 井田 憲一: "0-1非線形計画問題の一解法とそのシステム信頼性の最適化問題への応用" 日本経営工学会論文誌. 48・5. 277-283 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Yokota, T.Taguchi & M.Gen: "GA-based Method for Optimal Weight Design Problem with a Double Coil Spring" Proc.of 5th European Congress on Intelligent Techniques and Soft Computing. 753-758 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Tsujimura, M.Gen, R.W.Cheng & T.Momota: "Comparative Studies on Encoding for Open Shop Scheduling Problems" The 14th Inter.Conf.on Production Research. 1040-1043 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Tsujimura, R.W.Cheng & M.Gen: "Improved Genetic Algorithms for Job-Shop Scheduling Problems" Int.J.of Engg.Design and Automation. 3・2. 133-144 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Sasaki and M.Gen: "Portfolio Selection Analysis Considering Decision Maker's Fuzzy Preference" 第2回ファジィORミニシンポジウム. 90-93 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Gen and W.Xu: "Proc.of 1997 Japan-China Joint Inter.Workshop on Information Systems" Mitsuwa Printing Co.Ltd., 158 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] X.Yao, M.Gen, Y.Tsujimura & R.I.Mckay: "Proc.of the Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems" Mitsuwa Printing Co.Ltd., 167 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] D.Gong, G.Yamazaki, M.Gen & W.Xu: "Hybrid Evolutionary Method for Capacitated Location-Allocation Problem" Int.J.of Engg.Design and Automation. 3-2. 179-190 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Z.Wang, H.Chi & W.Xu: "Solving the Problem of Electric Network Operation for Petroleum Production by Genetic Algorisms" Proc. of the 14th Inter. Conference on Production Research. 1750-1753 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Z.Li, K.Zhou & X.Hu: "A Three Stage Approach to SDSS Development" Proc. of 1996 Japan-China Joint Int. Workshop on Info. Systems. 5-7 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] C.Cai: "Multi-Facility Location Planning for Oilfield Crude-oil Gathering & Transporting Sytem" Proc. of 1996 Japan-China Joint Int. Workshop on Info. Systems. 156-160 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Gen & K.Ida: "Algorithm for 0-1 Nonlinear Goal Programming and Its Application to Optimization Problem of a System Reliability" J.of Japan Industrial Management Assoc.48-5. 277-283 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] R.W.Cheng & M.Gen: "Resource Constrained Project Scheduling Problem Using Genetic Algorithms" Int. J.of Intelligent Automation and Soft Computing. 3-3. 179-190 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Z.Li, K.Ida & M.Gen: "Improved Genetic Algorithm for Solving Multiobjective Solid Transportation Problem with Fuzzy Numbers" J.of Japan Society for Fuzzy Theory and Systems. 9-2. 239-250 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Yokota, T.Taguchi & M.Gen: "GA-based Method for Optimal Weight Design Problem with a Double Coil Spring" Proc. of EUFIT'95. 753-758 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Yokota, T.Taguchi & M.Gen: "A Solution Method for Optimal Weight Design Problem of the Gear Using Genetic Algorithm" Proc. of Int.J.of Computers and Industrial Egg.423-426 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Tsujimura, M.Gen, R.W.Cheng & T.Momota: "Comparative Studies on Encoding for Open Shop Scheduling Problems" Proc. of the 14th Inter. Conference on Production Research. 1040-1043 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Tsujimura, R.W.Cheng & M.Gen: "Improved Genetic Algorithm for Job-Shop Scheduling Problems" Int.J.of Engg. Design and Automation. 3-2. 133-144 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Sasaki & M.Gen: "Portfolio Selection Analysis Considering Decision Maker's Fuzzy Preferecce" Proc. of the 2nd Fuzzy OR Mini-symposium. 90-93 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Gen & R.W.Cheng: Genetic Algorithm & Engineering Design. John Wiley & Sons, Inc., 411 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M.Gen & W.Xu: Proc. of 1997 Japan-China Joint Inter. Workshop on Information Systems. Mitsuwa Printing Co.Ltd., 158 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] X.Yao, M.Gen, Y.Tsujimura & R.I.McKay: Proc. of the Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems. Mitsuwa Printing Co.Ltd., 167 (1997)

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

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Published: 1999-03-16  

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