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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
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥5,000,000 (Direct Cost: ¥5,000,000)
Fiscal Year 1997: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1996: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1995: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsGenetic Algorithms / Fuzzy Sets Theory / Neural Networks / Nonlinear Optimization / Mathematical Programming / Optimal Design / Reliability Design / Meta-heuristics / ファジィ理論 / 生産システム最適化
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.

Report

(4 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • 1995 Annual Research Report
  • Research Products

    (55 results)

All Other

All Publications (55 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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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)

    • Related Report
      1997 Annual Research Report
  • [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)

    • Related Report
      1997 Annual Research Report
  • [Publications] T.Yokota, T.Taguchi & M.Gen: "GA-based Method for Optimal Weight Design Problem with a Double Coil Spring" Proc.of 5th Eoropean Congress on Inteligent Techniques and Soft Computing. 753-758 (1997)

    • Related Report
      1997 Annual Research Report
  • [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)

    • Related Report
      1997 Annual Research Report
  • [Publications] Y.Tsujimura, R.W.Cheng & M.Gen: "Inproved Genetic Algorithms for Job-Shop Scheduling Problems" Int.J.of Engg.Design and Automation. 3・2. 133-144 (1997)

    • Related Report
      1997 Annual Research Report
  • [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)

    • Related Report
      1997 Annual Research Report
  • [Publications] M.Gen and W.Xu: "Proc.of 1997 Japan-China Joint Inter.Workshop on Information Systems" Mitsuwa Printing Co.Ltd., 158 (1997)

    • Related Report
      1997 Annual Research Report
  • [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)

    • Related Report
      1997 Annual Research Report
  • [Publications] M. Gen & R. Cheng: "A Survey of Penalty Techniques in Genetic Algorithms" Proc. of IEEE Inter. Conf. on Evolutionary Comp.804-809 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] M. Gen, B. D. Liu & K. Ida: "Evolution Program for Deterministic and Stochastic Optimizations" European Journal of Operational Research. Vol.94. 618-625 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] T. Yokota, T. Taguchi & M. Gen: "Solving For Optimal Cross Section Design. Problem of Simple Beam Using Genetic Algorithms" Proc. of 4th European Congress on Intelligent Tech. and Soft Comp.363-366 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 井田憲一,玄 光男: "遺伝的アルゴリズムとシステム信頼性最適化問題" 日本信頼性学会誌. 18,2. 55-64 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] K. Ida, M. Gen & R. Cheng: "Interval Linear Programming Using Genetic Algorithm" Proc. of 4th European Congress on Intelligent Tech. and Soft Comp.367-372

    • Related Report
      1996 Annual Research Report
  • [Publications] 横田孝雄,玄 光男: "区間係数を含む信頼性設計問題に対する遺伝的アルゴリズムによる一解法" 日本ファジィ学会誌. 8,2. 378-387 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 横田孝雄,玄 光男: "区間データを伴うFDS不完全なシステム信頼性最適化問題の改良遺伝的アルゴリズムによる一解法" 電子情報通信学会誌. 179-A,3. 693-701 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Y. Tsujimura & M. Gen: "Genetic Algorithms for Solving Multiprocessor Scheduling Problems" Proc. of 1st. Asia-Pacific Conf. on Simulated Evolution and Learn. 259-270 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 辻村泰寛,玄 光男,高村和央: "改良遺伝的アルゴリズムによるFEMスケジューリング問題の一解法" 日本経営工学会誌. 47,2. 117-125 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] M. Sasaki, K. Ida & M. Gen: "An Extended Interactive Sequential Fuzzy Goal Programming Based on Decision Maker's Preference" Proc. of 20th Inter. Conf. on Comp. & Indust. Engg.1-4 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] D. Gong, M. Gen, Yamazaki & W. Xu: "A Modified ANN for Convex Programming with Linear Constraints" Proc. of 1996 IEEE Inter. Conf. on Neural Networks. 537-541 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] D. Gong, M. Gen, G. yamazaki & W. Xu: "Planar Location-allocation with Obstacles Problem" Proc. of 1996 IEEE Inter. Conf. on Sys., Man and Cybernetics. 2671-2676 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 玄 光男,井田憲一,李 銀珍: "遺伝的アルゴリズムによる多目的一般輸送問題の一解法" 日本経営工学会誌. 46,5. 446-454 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] D.J.Gong,M.Gen,G.Yamazaki and W.Xu: "Neural Network for Allocation with Capacity" Proc.of 18th Intn'1 Conf.on Comp.& Indust.Engg.1321-1326 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 横田孝雄,玄 光男,井田憲一,田口雄章: "改良遺伝的アルゴリズムによるシステム信頼性の最適化" 電子情報通信学会論文誌(A). J78-A,6. 702-709 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 横田孝雄,玄 光男,井田憲一: "故障モードを伴うシステム信頼性最適化問題の遺伝的アルゴリズムによる一解法" 日本ファジィ学会誌. 7,1. 177-185 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 井田憲一,玄 光男: "ファジィ係数を伴う二目的最短経路問題の一解法" 日本ファジィ学会誌. 7,1. 142-152 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 井田憲一,玄 光男,李 銀珍: "ファジィ係数を伴う多目的最小コストフロー問題の一解法" 日本経営工学会誌. 46,5. 518-523 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Y.Tsujimura,M.Gen and E.Kubota: "Solving Job-shop Scheduling Problem with Fuzzy Processing Time Using Genetic Algorithm" 日本ファジィ学会誌. 7,5. 446-454 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 佐々木正仁,横田孝雄,玄 光男: "遺伝的アルゴリズムによるファジィ信頼性の最適設計問題の一解法" 日本ファジィ学会誌. 7,5. 1062-1072 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 横田孝雄,玄 光男: "区間係数を含む信頼性設計問題に対する遺伝的アルゴリズムによる一解法" 日本ファジィ学会誌. 8,2. (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] R.Cheng,M.Gen and T.Tozawa: "Genetic Search for Facility Layout Design under Interflow Uncertainty" 日本ファジィ学会誌. 8,2. (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Gen and W.Xu eds.: "Proceedings of 1995 Japan-China Joint International Workshop on Information Systems" Mitsuwa Printing Co.Ltd., 176 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Gen and R.Cheng: "Genetic Algorithms and Engineering Design" John Wiley & Sons, 380 (1996)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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