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Interactive decision making for large scale multiobjective multi-level systems iinvolving randomness and fuzziness

Research Project

Project/Area Number 17310099
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionHiroshima University

Principal Investigator

SAKAWA Masatoshi  Hiroshima University, Graduate School of Engineering, Professor (70093507)

Co-Investigator(Kenkyū-buntansha) KATO Kosuke  Hiroshima University, Graduate School of Engineering, Associate Professor (00263731)
KATAGIRI Hideki  Hiroshima University, Graduate School of Engineering, Associate Professor (40325147)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥4,920,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥420,000)
Fiscal Year 2007: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2006: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 2005: ¥1,600,000 (Direct Cost: ¥1,600,000)
Keywordsmultiobiective systems / large scale systems / fuzzy systems / multilevel systems / fuzzy programming / stochastic programming / multiobiective programming / interactive decision making / 多目的計画法システム
Research Abstract

To derive rational and convincible solutions to practical decision making problems in complex and hierarchical human organizations, the decision making problems are formulated as mathematical programming problems involving fuzzy and random variable coefficients. Especially, for resolving conflict in decision making in hierarchical managerial or public organizations, formulation of multi-level mathematical programming problems has been often employed.
In this research, we dealt with multi-level multiobjective programming problems involving randomness and fuzziness and propose computational methods for deriving mutual cooperative solutions (satisfactory solutions)to the problems. Considering the necessity for cooperative fuzzy decision making in multi-level multiobjective programming, interactive fuzzy programming methods for multilevel linear and nonlinear programming problems are presented. The research program consisted of the following two parts:
1. We developed interactive fuzzy programming for multi-level programming problems involving randomness and fuzziness.
2. We investigated interactive fuzzy decision making for multiobjective programming problems involving randomness and fuzziness.
We have published the obtained results of the above research program in domestic and international journals of the related fields and have also presented several papers in international conferences in 2005-2007. Moreover we intend to contribute some papers to domestic and international journals.

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (97 results)

All 2008 2007 2006 2005

All Journal Article (68 results) (of which Peer Reviewed: 33 results) Presentation (29 results)

  • [Journal Article] 生物群最適化に基づくシリアルリンクロボットの跳躍高最大化2008

    • Author(s)
      松井猛
    • Journal Title

      日本ロボット学会誌 26

      Pages: 41-48

    • 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] Revision of a floating-point genetic algorithm GENOCOP V for nonlinear programming problems2008

    • Author(s)
      Kosuke Kato
    • Journal Title

      The Open Cybernetics \& Systemics Journal 2

      Pages: 24-29

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Maximization of Jump Height of a Serial Link Robot Based on Particle Swarm Optimization2008

    • Author(s)
      Takeshi, Matsui
    • Journal Title

      Journal of the Robotics Society of Japan Vol. 26, No. 1

      Pages: 41-48

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Revision of a floating-point genetic algorithm GENOCOP V for nonlinear programming problems2008

    • Author(s)
      Kosuke, Kato
    • Journal Title

      The Open Cybernetics \& Systemics Journal Vol. 2

      Pages: 24-29

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 生物群最適化に基づくシリアルリンクロボットの跳躍高最大化2008

    • Author(s)
      松井猛
    • Journal Title

      日本ロボット学会誌 26・1

      Pages: 41-48

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A discrete-time approximation technique for the time-cost trade-off in PERT networks2007

    • Author(s)
      Amir Azaron
    • Journal Title

      RAIRO-Operations Research 41

      Pages: 61-81

    • 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] ファジーランダム変数係数を含む2レベル線形計画問題に対するレベル集合と確率最大化モデルに基づく対話型意思決定2007

    • Author(s)
      加藤浩介
    • Journal Title

      電子情報通信学会論文誌 J90A

      Pages: 103-110

    • NAID

      110007384469

    • 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] Time-cost trade-off via optimal control theory in Markov PERT networks2007

    • Author(s)
      Amir Azaron
    • Journal Title

      Annals of Operations Research 150

      Pages: 47-64

    • 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] A multi-objective discrete reliability optimization problem for dissimilar-unit standby systems2007

    • Author(s)
      Amir Azaron
    • Journal Title

      OR Spectrum 29

      Pages: 235-527

    • 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] Remarks on the application of genetic algorithm and tabu search method to nonlinear spanning tree problems2007

    • Author(s)
      El Bekkaye Mermri
    • Journal Title

      Applied Mathematics and Computation 188

      Pages: 1071-1086

    • 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] A multi-objective lead time control problem in multi-stage assembly systems using genetic algorithms2007

    • Author(s)
      Cahit Perkgoz
    • Journal Title

      European Journal of Operatianal Research 180

      Pages: 292-308

    • 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] 多目的確率計画問題に対する二次確率優越に基づく対話型ファジィ満足化手法2007

    • Author(s)
      加藤浩介
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 19

      Pages: 402-411

    • NAID

      110006401700

    • 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] Particle swarm optimization for jump height maximization of a serial link robot2007

    • Author(s)
      Takeshi Matsui
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 11

      Pages: 956-963

    • 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] A discrete-time approximation technique for the time-cost trade-off in PERT networks2007

    • Author(s)
      Amir, Azaron
    • Journal Title

      RAIRO - Operations Research Vol. 41, No. 1

      Pages: 61-81

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Interactive decision making based on a level set and a probability maximization model for two-level linear programming problems involving fuzzy random coefficients(in Japanese)2007

    • Author(s)
      Kousuke, Kato
    • Journal Title

      The IEICE Transactions on Fundamentals of Electronics and Computer Sciences(Japanese Edition) J90A-2

      Pages: 103-110

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Time-cost trade-off via optimal control theory in Markov PERT networks2007

    • Author(s)
      Amir, Azaron
    • Journal Title

      Annals of Operations Research Vol. 150, No. 1

      Pages: 47-64

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A multi-objective discrete reliability optimization problem for dissimilar-unit standby systems2007

    • Author(s)
      Amir, Azaron
    • Journal Title

      OR Spectrum Vol. 29, No. 2

      Pages: 235-257

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remarks on the application of genetic algorithm and tabu search method to nonlinear spanning tree problems2007

    • Author(s)
      El, Bekkaye, Mermri
    • Journal Title

      Applied Mathematics and Computation Vol. 188, No. 2

      Pages: 1071-1086

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A multi-objective lead time control problem in multi-stage assembly systems using genetic algorithms2007

    • Author(s)
      Cahit, Perkgoz
    • Journal Title

      European Journal of Operational Research Vol. 188, No. 1

      Pages: 292-308

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An interactive fuzzy satisficing method based on second-order stochastic dominance for multiobjective stochastic programming problems(in Japanese)2007

    • Author(s)
      Kousuke, Kato
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 19-4

      Pages: 402-411

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Particle swarm optimization for jump height maximization of a serial link robot2007

    • Author(s)
      Takeshi, Matsui
    • Journal Title

      Journal of Advanced Computa-tional Intelligence and Intelligent Informatics Vol. 11, No. 8

      Pages: 956-963

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A discrete-time approximation technique for the time-cost trade-off in PERT networks2007

    • Author(s)
      Amir Azaron
    • Journal Title

      RAIRO - Operations Research 41・1

      Pages: 61-81

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ファジーランダム変数係数を含む2レベル線形計画問題に対するレベル集合と確率最大化モデルに基づく対話型意思決定2007

    • Author(s)
      加藤浩介
    • Journal Title

      電子情報通信学会論文誌 J90-A・2

      Pages: 103-110

    • NAID

      110007384469

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 競合環境下でのA-距離施設配置問題に対する遺伝的アルゴリズムの応用2007

    • Author(s)
      宇野剛史
    • Journal Title

      システム制御情報学会論文誌 20・3

      Pages: 79-85

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Time-cost trade-off via optimal control theory in Markov PERT networks2007

    • Author(s)
      Amir Azaron
    • Journal Title

      Annals of Operations Research 150・1

      Pages: 838-854

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A multi-objective discrete reliability optimization problem for dissimilar-unit standby systems2007

    • Author(s)
      Amir Azaron
    • Journal Title

      OR Spectrum 29・2

      Pages: 235-257

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Remarks on the application of genetic algorithm and tabu search method to nonlinear spanning tree problems2007

    • Author(s)
      El Bekkaye Mermri
    • Journal Title

      Applied Mathematics and Computation 188・2

      Pages: 1071-1085

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A multi-objective lead time control problem in multi-stage assembly systems using genetic algorithms2007

    • Author(s)
      Cahit Perkgoz
    • Journal Title

      European Journal of Operational Research 180・1

      Pages: 292-308

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 多目的確率計画問題に対する二次確率優越に基づく対話型ファジィ満足化手法2007

    • Author(s)
      加藤浩介
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 19・4

      Pages: 402-411

    • NAID

      110006401700

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Particle swarm optimization for jump height maximization of a serial link robot2007

    • Author(s)
      Takeshi Matsui
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 11・8

      Pages: 956-963

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ファジーランダム変数係数を含む2レベル線形計画問題に対するレベル集合と確率最大化モデルに基づく対話型意思決定2007

    • Author(s)
      加藤浩介
    • Journal Title

      電子情報通信学会論文集 J90A・2

      Pages: 103-110

    • NAID

      110007384469

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Acquisition of KANSEI decision rules of coffee flavor using rough setmethod2006

    • Author(s)
      Tatsuo Nishino
    • Journal Title

      Kansei Engineering International 5

      Pages: 41-50

    • 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] A comparative study on approximations of decision class and rule acquisition by rough sets model2006

    • Author(s)
      Tatsuo Nishino
    • Journal Title

      Kansei Engineering International 5

      Pages: 51-60

    • 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] Interactive decision making using possibility and necessity measures for a fuzzy random multiobjective 0-1 programming problem2006

    • Author(s)
      Hideki Katagiri
    • Journal Title

      Cybernetics and Systems 37

      Pages: 59-74

    • 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] Reliability evaluation of multi-component cold-standby redundant systems2006

    • Author(s)
      Amir Azaron
    • Journal Title

      Applied Mathematics and Computation 173

      Pages: 137-149

    • 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] Interactive fuzzy programming for multi-level nonlinear integer programming problems through genetic algorithms2006

    • Author(s)
      Md. Abul Kalam Azad
    • Journal Title

      Scientiae Mathematicae Japonicae 63

      Pages: 305-318

    • 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] A multi-objective resource allocation problem in PERT networks2006

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 172

      Pages: 838-854

    • 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] Longest path analysis in networks of queues: dynamic scheduling problems2006

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 174

      Pages: 132-149

    • 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] Modelling complex assemblies as a queuing network for lead time control2006

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 174

      Pages: 150-168

    • 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] Acquisition of KANSEI decision rules of coffee flavor using rough set method2006

    • Author(s)
      Tatsuo, Nishino
    • Journal Title

      Kansei Engineering International Vol. 5, No. 4

      Pages: 41-50

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A comparative study on approxima-tions of decision class and rule acquisition by rough sets model2006

    • Author(s)
      Tatsuo, Nishino
    • Journal Title

      Kansei Engineering International Vol. 5, No. 4

      Pages: 51-60

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Interactive decision making using possibility and necessity measures for a fuzzy random multiobjective 0-1 programming problem2006

    • Author(s)
      Hideki, Katagiri
    • Journal Title

      Cybernetics and Systems 37-1

      Pages: 59-74

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Reliability evaluation of multi-component cold-standby redundant systems2006

    • Author(s)
      Amir, Azaron
    • Journal Title

      Applied Mathematics and Computation Vol. 173, No. 1

      Pages: 137-149

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Interactive fuzzy programming for multi-level nonlinear integer programming problems through genetic algorithms2006

    • Author(s)
      Md., Abul, Kalam, Azad
    • Journal Title

      Scientiae Mathematicae Japonicae Vol. 63, No. 2

      Pages: 305-318

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A multi-objective resource allocation problem in PERT networks2006

    • Author(s)
      Amir, Azaron
    • Journal Title

      European Journal of Operational Research Vol. 172, No. 3

      Pages: 838-854

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Longest path analysis in networks of queues : dynamic scheduling problems2006

    • Author(s)
      Amir, Azaron
    • Journal Title

      European Journal of Operational Research Vol. 174, No. 1

      Pages: 132-149

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Modelling complex assemblies as a queuing network for lead time control2006

    • Author(s)
      Amir, Azaron
    • Journal Title

      European Journal of Operational Research Vol. 174, No. 1

      Pages: 150-168

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Interactive decision making using possibility and necessity measures for a fuzzy random multiobjective 0-1 programming problem2006

    • Author(s)
      Hideki Katagiri
    • Journal Title

      Cybernetics and Systems 37・1

      Pages: 59-74

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Interactive fuzzy programming for multi-level nonlinear integer programming problems through genetic algorithms2006

    • Author(s)
      Md.Abul Kakam Azad
    • Journal Title

      Scientiae Mathematicae Japonicae 63・2

      Pages: 305-318

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A multi-objective resource allocation problem in PERT networks2006

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 172・3

      Pages: 838-854

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Longest path analysis in networks of queues : dynamic scheduling problems2006

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 174・1

      Pages: 132-149

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Modelling complex assemblies as a queuing network for lead time control2006

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 172・3

      Pages: 150-168

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A study on the effect of agent's utility based on Hogg-Huberman model in multi-agent systems2005

    • Author(s)
      Junko Shibata
    • Journal Title

      Asia Pacific Management Review: An International Journal 10

      Pages: 107-111

    • 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] Reliability function of a class of time-dependent systems with standby redundancy2005

    • Author(s)
      Amir Azaron
    • Journal Title

      European Journal of Operational Research 164

      Pages: 378-386

    • 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] A possibilistic and stochastic programming approach to fuzzy random MST problems2005

    • Author(s)
      Hideki Katagiri
    • Journal Title

      IEICE Transaction on Information and Systems E88-D

      Pages: 1912-1919

    • 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] ファジィランダム多目的線形計画問題に対する可能性測度を用いた分散最小化モデルに基づく対話型ファジィ満足化手法2005

    • Author(s)
      片桐英樹
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 17

      Pages: 450-458

    • 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] A genetic algorithm approach for the time-cost trade-off in PERT networks2005

    • Author(s)
      Amir Azaron
    • Journal Title

      Applied Mathematics and Computation 168

      Pages: 1317-1339

    • 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] A study on the effect of agent's utility based on Hogg-Huberman model in multi-agent systems2005

    • Author(s)
      Junko, Shibata
    • Journal Title

      Asia Pacific Management Review : An International Journal Vol. 10, No. 2

      Pages: 107-111

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Reliability function of a class of time-dependent systems with standby redundancy2005

    • Author(s)
      Amir, Azaron
    • Journal Title

      European Journal of Operational Research Vol. 164, No. 2

      Pages: 378-386

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A possibilistic and stochastic programming approach to fuzzy random MST problems2005

    • Author(s)
      Hideki, Katagiri
    • Journal Title

      IEICE Transaction on Information and Systems Vol. E88-D, No. 8

      Pages: 1912-1919

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An interactive fuzzy satisficing method through the variance minimization model using possibility measures for a fuzzy random multiobjective linear programming problem(in Japanese)2005

    • Author(s)
      Hideki, Katagiri
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 17-4

      Pages: 450-458

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A genetic algorithm approach for the time-cost trade-off in PERT networks2005

    • Author(s)
      Amir, Azaron
    • Journal Title

      Applied Mathematics and Computation Vol. 168, No. 2

      Pages: 1317-1339

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An interactive fuzzy satisficing method for multiobjective stochastic integer programming problems through a probability maximization model2005

    • Author(s)
      Cahit Perkgoz
    • Journal Title

      Asia Pacific Management Review : An International journal 10・1

      Pages: 29-35

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Interactive fuzzy programming for two-level nonlinear integer programming problems through genetic algorithms2005

    • Author(s)
      Md.Abul Kalam Azad
    • Journal Title

      Asia Pacific Management Review : An International Journal 10・1

      Pages: 70-77

    • Related Report
      2005 Annual Research Report
  • [Journal Article] ファジィランダム多目的線形計画問題に対するM-α-パレート最適性と満足水準最適化モデルに基づく対話型ファジィ満足化手法2005

    • Author(s)
      片桐英樹
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 17・1

      Pages: 79-87

    • NAID

      110002696378

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A study on fuzzy random portfolio selection problems using possibility and necessity measures2005

    • Author(s)
      Hideki Katagiri
    • Journal Title

      Scientiae Mathematicae Japonocae 61・2

      Pages: 361-369

    • Related Report
      2005 Annual Research Report
  • [Journal Article] ファジィランダム多目的線形計画問題に対する可能性測度を用いた分散最小化モデルに基づく対話型ファジィ満足化手法2005

    • Author(s)
      片桐英樹
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 17・4

      Pages: 450-458

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A genetic algorithm approach for the time-cost trade-off in PERT networks2005

    • Author(s)
      Amir Azaron
    • Journal Title

      Applied Mathematics and Computation 168・2

      Pages: 1317-1339

    • Related Report
      2005 Annual Research Report
  • [Presentation] 2レベル確率計画問題に対する確率優越に基づく対話型ファジィ計画法2007

    • Author(s)
      古賀信道
    • Organizer
      第12回日本知能情報ファジィ学会中国・四国支部大会
    • Place of Presentation
      広島市立大学
    • Year and Date
      2007-12-08
    • Related Report
      2007 Annual Research Report
  • [Presentation] 2レベル0-1計画問題に対するタブー探索法を用いたStackelberg解の導出2007

    • Author(s)
      白川直樹
    • Organizer
      第12回日本知能情報ファジィ学会中国・四国支部大会
    • Place of Presentation
      広島市立大学
    • Year and Date
      2007-12-08
    • Related Report
      2007 Annual Research Report
  • [Presentation] An interactive fuzzy satisficing method for multiobjective operation planning in district heating and cooling plants through particle swarm optimization2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      13th Asia Pacific Management Conference
    • Place of Presentation
      Monash University, Melbourne, Australia
    • Year and Date
      2007-11-19
    • Related Report
      2007 Annual Research Report
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization with Pareto based approaches to multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      10th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      University of Ostrava, Liblice, Czech Republic
    • Year and Date
      2007-09-17
    • Related Report
      2007 Annual Research Report
  • [Presentation] 地域冷暖房システムにおけるリカレントニューラルネットワークを用いた熱負荷予測2007

    • Author(s)
      加藤浩介
    • Organizer
      第23回ファジィシステムシンポジウム
    • Place of Presentation
      名城大学
    • Year and Date
      2007-08-31
    • Related Report
      2007 Annual Research Report
  • [Presentation] 生物群最適化に基づく非線形整数計画法2007

    • Author(s)
      松井猛
    • Organizer
      第23回ファジィシステムシンポジウム
    • Place of Presentation
      名城大学
    • Year and Date
      2007-08-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] Interactive fuzzy programming based on a probability maximization model using genetic algorithms for two-level integer programming problems involving random variable coefficients2007

    • Author(s)
      Kosuke Kato
    • Organizer
      IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hilton Hawaiian Village Beach Resort & Spa, Hawaii, U.S.A.
    • Year and Date
      2007-04-02
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization for multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hilton Hawaiian Village Beach Resort & Spa, Hawaii, U.S.A.
    • Year and Date
      2007-04-02
    • Related Report
      2007 Annual Research Report
  • [Presentation] Particle swarm optimization based heuristics for nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      International Multi Conference of Engineers and Computer Scientists 2007
    • Place of Presentation
      Hong Kong, China
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A tabu search algorithm for nonlinear minimum spanning tree problems2007

    • Author(s)
      Hideki Katagiri
    • Organizer
      International Multi Conference of Engineers and Computer Scientists 2007
    • Place of Presentation
      Hong Kong, China
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization for multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hawaii, U.S.A.
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization with Pareto based approaches to multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      10th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      Liblice, Czech Republic
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An interactive fuzzy satisficing method for multiobjective operation planning in district heating and cooling plants through particle swarm optimization2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      13th Asia Pacific Management Conference
    • Place of Presentation
      Melbourne, Australia
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Particle swarm optimization based heuristics for nonlinear programming problems2007

    • Author(s)
      Takeshi, Matsui
    • Organizer
      International MultiConference of Engineers and Computer Scientists 2007
    • Place of Presentation
      Hong Kong, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A tabu search algorithm for nonlinear minimum spanning tree problems2007

    • Author(s)
      Hideki, Katagiri
    • Organizer
      International MultiConference of Engineers and Computer Scientists 2007
    • Place of Presentation
      Hong Kong, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization for multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi, Matsui
    • Organizer
      2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hawaii, U.S.A
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Interactive fuzzy programming based on a probability maximization model using genetic algorithms for two-level integer programming problems involving random variable coefficients2007

    • Author(s)
      Kosuke, Kato
    • Organizer
      2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hawaii, U.S.A
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization with Pareto based approaches to multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi, Matsui
    • Organizer
      10th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty Liblice, Czech
    • Place of Presentation
      Republic
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Jumping pattern optimization for a serial link robot through soft computing technique2006

    • Author(s)
      Takeshi Matsui
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems
    • Place of Presentation
      O-okayama Campus West Bldg. 9, Tokyo Institute of Technology
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A tabu search algorithm for k-minimum spanning tree problems2006

    • Author(s)
      Hideki Katagiri
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems
    • Place of Presentation
      O-okayama Campus West Bldg. 9, Tokyo Institute of Technology
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Jumping pattern optimization for a serial link robot through soft computing technique2006

    • Author(s)
      Takeshi, Matsui
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems, Campus West Bidg 9, Tokyo Institute of Technology
    • Place of Presentation
      O-okayama
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A tabu search algorithm for k-minimum spanning tree problems2006

    • Author(s)
      Hideki, Katagiri
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems, Campus westbldg, 9, Tokyo lnstitate of Technology
    • Place of Presentation
      O-okayama
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A genetic algorithm with double string for nonlinear integer programming problems2005

    • Author(s)
      Masatoshi Sakawa
    • Organizer
      2005 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Hawaii, U.S.A.
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A genetic algorithm with decomposition procedures for block-angular nonlinear integer programming problems2005

    • Author(s)
      Kosuke Kato
    • Organizer
      2005 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Hawaii, U.S.A.
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Interactive fuzzy random multiobjective programming based on M-a-Pareto optimality and stochastic programming models2005

    • Author(s)
      Hideki Katagiri
    • Organizer
      2005 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Hawaii, U.S.A.
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Algorithm for generating all spanning trees of complete undirected graphs2005

    • Author(s)
      El Bekkaye Mermri
    • Organizer
      the World Congress of the International Federation for Systems Research IFSR2005
    • Place of Presentation
      Kobe, Japan
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A genetic algorithm with double string for nonlinear integer programming problems2005

    • Author(s)
      Masatoshi, Sakawa
    • Organizer
      2005 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Hawaii, U.S.A
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A genetic algorithm with decomposition procedures for block-angular nonlinear integer programming problems2005

    • Author(s)
      Kosuke, Kato
    • Organizer
      2005 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Hawaii, U.S.A
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Interactive fuzzy random multiobjective programming based on M- a \-Pareto optimality and stochastic programming models2005

    • Author(s)
      Hideki, Katagiri
    • Organizer
      2005 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Hawaii, U.S.A
    • 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: 2005-04-01   Modified: 2016-04-21  

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