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Interactive multi-level multiobjective programming with fuzzy random and random fuzzy variables

Research Project

Project/Area Number 22651060
Research Category

Grant-in-Aid for Challenging Exploratory Research

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

Principal Investigator

SAKAWA Masatoshi  広島大学, 工学研究院, 特任教授 (70093507)

Co-Investigator(Kenkyū-buntansha) MATUI Takeshi  広島大学, 大学院・工学研究院, 助教 (50512505)
片桐 英樹  広島大学, 大学院・工学研究院, 准教授 (40325147)
Co-Investigator(Renkei-kenkyūsha) KATAGIRI Hideki  広島大学, 大学院・工学研究院, 准教授 (40325147)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥2,620,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥800,000 (Direct Cost: ¥800,000)
Keywordsファジィ変数 / ランダム変数 / 多目的システム / 多重レベルシステム / ファジィ計画法 / 確率計画法 / 多目的計画法 / 対話型意思決定 / 確立計画法
Research Abstract

In this research, multi-level multiobjective programming problems in fuzzy and stochastic environments have been formulated. Considering the necessity for cooperative fuzzy decision making in the formulated problems, several novel interactive fuzzy programming methods have been presented in fuzzy and stochastic environments. The obtained results have been published in domestic and international journals of the related fields.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (74 results)

All 2013 2012 2011 2010 Other

All Journal Article (51 results) (of which Peer Reviewed: 51 results) Presentation (16 results) Book (7 results)

  • [Journal Article] Multi-store food retailing problem with outsourcing purchase operation: a case study in Japan2013

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui, Tomohiro Hayashida
    • Journal Title

      International Journal of Operational Research (accepted)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy and multiobjective purchase and transportation planning for food retailing: case study in Japan2013

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui
    • Journal Title

      International Journal of Multicriteria Decision Making (accepted)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy multiobjective stochastic programming with simple recourse2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      International Journal of Multicriteria Decision Making(accepted)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for stochastic two-level linear programming problems through probability maximization2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Artificial Intelligence Research (accepted)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Random fuzzy bilevel linear programming through possibility-based fractile model2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      International Journal of Machine Learning and Cybernetics (accepted)

      Volume: in press Issue: 4 Pages: 499-507

    • DOI

      10.1007/s13042-012-0145-1

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy random noncooperative two-level linear programming through fractile models with possibility and necessity2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Engineering Optimization (accepted)

      Volume: 45 Issue: 7 Pages: 811-833

    • DOI

      10.1080/0305215x.2012.709512

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for fuzzy random two-level linear programming problems through probability maximization with possibility2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Expert Systems with Applications

      Volume: Vol. 40, No. 7 Issue: 7 Pages: 2487-2492

    • DOI

      10.1016/j.eswa.2012.10.052

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy random cooperative two-level linear programming through level sets based probability maximization2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Expert Systems with Applications

      Volume: Vol. 40, No. 4 Pages: 1400-1406

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Purchase and transportation planning for food retailing in Japan2013

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui, Tomohiro Hayashida
    • Journal Title

      Asia Pacific Management Review

      Volume: Vol. 18, No. 1 Pages: 79-92

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for stochastic two-level linear programming problems through probability maximization2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Artificial Intelligence Research

      Volume: in press

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy multiobjective stochastic programming with simple recourse2013

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      International Journal of Multicriteria Decision Making

      Volume: in press

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy and multiobjective purchase and transportation planning for food retailing: case study in Japan2013

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui
    • Journal Title

      International Journal of Multicriteria Decision Making

      Volume: in press

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-store food retailing problem with outsourcing purchase operation: a case study in Japan2013

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui, Tomohiro Hayashida
    • Journal Title

      International Journal of Operational Research

      Volume: in press

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Two-Level Purchase Problem for Food Retailing in Japan2012

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui, Tomohiro Hayashida
    • Journal Title

      American Journal of Operations Research

      Volume: Vol. 2012, No. 2 Issue: 04 Pages: 482-494

    • DOI

      10.4236/ajor.2012.24057

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for multi-level programming problems: a review2012

    • Author(s)
      Masatoshi Sakawa
    • Journal Title

      International Journal of Multicriteria Decision Making

      Volume: Vol. 2 Issue: 3 Pages: 241-266

    • DOI

      10.1504/ijmcdm.2012.047846

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Integer Programming with Simple Recourse2012

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Applied Mathematics

      Volume: Vol. 2012, No. 3 Issue: 10 Pages: 1245-1251

    • DOI

      10.4236/am.2012.330180

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Stackelberg solutions for fuzzy random two-level linear programming through level sets and fractile criterion optimization2012

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri
    • Journal Title

      Central European Journal of Operations Research

      Volume: Vol. 20, No. 1 Issue: 1 Pages: 101-117

    • DOI

      10.1007/s10100-010-0156-5

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy random bilevel linear programming through expectation optimization using possibility and necessity2012

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      International Journal of Machine Learning and Cybernetics

      Volume: Vol. 3, No. 3 Issue: 3 Pages: 183-192

    • DOI

      10.1007/s13042-011-0055-7

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive Multiobjective Fuzzy Random Linear Programming through Fractile Criteria2012

    • Author(s)
      Hitoshi Yano, Masatoshi Sakawa
    • Journal Title

      Advanced in Fuzzy Systems

      Volume: Vol. 2012 Pages: 1-9

    • DOI

      10.1155/2012/521080

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for random fuzzy two-level programming problems through possibility-based fractile model2012

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Expert Systems with Applications

      Volume: Vol. 39, No. 16 Issue: 16 Pages: 12599-12604

    • DOI

      10.1016/j.eswa.2012.05.024

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Stackelberg solutions for random fuzzy two-level linear programming through possibility-based probability model2012

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Expert Systems with Applications

      Volume: Vol. 39, No. 12 Issue: 12 Pages: 10898-10903

    • DOI

      10.1016/j.eswa.2012.03.001

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stackelberg solutions for fuzzy random two-level linear programming through probability maximization with possibility2012

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      Fuzzy Sets and Systems

      Volume: Vol. 188, No. 1 Issue: 1 Pages: 45-57

    • DOI

      10.1016/j.fss.2011.07.006

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stackelberg solutions for fuzzy random bilevel linear programming through level sets and probability maximization2012

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      Operational Research

      Volume: Vol. 12, No. 3 Issue: 3 Pages: 271-286

    • DOI

      10.1007/s12351-010-0090-2

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy stochastic two-level integer programming through fractile criterion optimization2012

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      Operational Research

      Volume: Vol. 12, no. 2 Issue: 2 Pages: 209-227

    • DOI

      10.1007/s12351-010-0085-z

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy multiobjective nonlinear operation planning in district heating and cooling plants2012

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Journal Title

      Fuzzy Sets and Systems

      Volume: (in press) Pages: 58-69

    • DOI

      10.1016/j.fss.2011.10.020

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Purchase and transportation planning for food retailing in Japan2012

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Takeshi Matsui, Tomohiro Hayashida
    • Journal Title

      Asia Pacific Management Review

      Volume: (in press)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for multi-level programming problems : a review2012

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki
    • Journal Title

      International Journal of Multicriteria Decision Making

      Volume: (in press)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] フラットパネル製造工程におけるデュアルチャネルシステムに基づく欠陥位置特定手法2011

    • Author(s)
      羽森寛, 坂和正敏, 片桐英樹, 松井猛
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol. J94-C, No. 10 Pages: 323-333

    • NAID

      110008790479

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Combined Fuzzy Analytic Network Process and Fuzzy-TOPSIS Model for Project Risk Assessment2011

    • Author(s)
      Ebrahim Rezaee Nik, Seyed Hessameddin Zegordi, Ahad Nazari, Masatoshi Sakawa, Fereydoon Honari Choobar
    • Journal Title

      International Journal of Modeling and Optimization

      Volume: Vol. 1, No. 4 Pages: 275-284

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An interactive fuzzy satisficing method based on variance minimization under expectation constraints for multiobjective stochastic linear programming problems2011

    • Author(s)
      Kosuke Kato, Masatoshi Sakawa
    • Journal Title

      Soft Computing

      Volume: Vol. 15 No. 1 Issue: 1 Pages: 131-138

    • DOI

      10.1007/s00500-010-0540-z

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy random two-level linear programming through fractile criterion optimization2011

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      Mathematical and Computer Modelling

      Volume: Vol. 54, No. 11-12 Issue: 11-12 Pages: 3153-3163

    • DOI

      10.1016/j.mcm.2011.08.006

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive multiobjective fuzzy random programming through the level set-based probability model2011

    • Author(s)
      Hideki Katagiri, Masatoshi Sakawa
    • Journal Title

      Information Sciences

      Volume: Vol. 181, No. 9 Issue: 9 Pages: 1641-1650

    • DOI

      10.1016/j.ins.2011.01.003

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2 レベル非線形計画問題に対する Particle Swarm Optimization に基づくStackelberg 解の計算方法2011

    • Author(s)
      松井猛, 坂和正敏, 石丸恵一
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: Vol. 23, No. 3 Pages: 350-362

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 取引形態を考慮した地域冷暖房プラントの多目的運転計画に対する対話型ファジィ満足化手法2011

    • Author(s)
      29坂和正敏, 松井猛, 石丸恵一
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: Vol. 23, No. 3 Pages: 339-349

    • NAID

      10029133948

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] ファジィ確率環境下における多目的最適化2011

    • Author(s)
      片桐英樹, 坂和正敏
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: Vol. 23, No. 3 Pages: 294-300

    • NAID

      10029133857

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Operation planning of urban DHC plants considering the continuousness of load and driving2011

    • Author(s)
      31Keiichi Ishimaru, Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      Scinetiae Mathematicae Japonicae

      Volume: Vol. 73, No. 1 Pages: 59-74

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Operation planning of urban DHC plants considering the continuousness of load and driving2011

    • Author(s)
      Keiichi Ishimaru, Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Journal Title

      Scinetiae Mathematicae Japonicae

      Volume: Vol.73 Pages: 59-74

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 取引形態を考慮した地域冷暖房プラントの多目的運転計画に対する対話型ファジィ満足化手法2011

    • Author(s)
      坂和正敏, 松井猛, 石丸恵一
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: Vol.23 Pages: 339-349

    • NAID

      10029133948

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2レベル非線形計画問題に対するParticle Swarm Optimizationに基づくStackelberg解の計算方法2011

    • Author(s)
      松井猛, 坂和正敏, 石丸恵一
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: Vol.23 Pages: 350-362

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational methods for two-level 0-1 programming problems through distributed genetic algorithms2010

    • Author(s)
      Keiichi Niwa, Tomohiro Hayashida,Masatoshi Sakawa
    • Journal Title

      Journal of Telecommunications and Information Technology

      Volume: Vol.2010/2 Pages: 78-87

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming based on fractile criterion optimization model for two-level stochastic linear programming problems2010

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri
    • Journal Title

      Cybernetics and Systems

      Volume: Vol. 41, No. 7 Pages: 508-521

    • Related Report
      2012 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-linear integer programming based on particle swarm optimisation combining diversification and intensification2010

    • Author(s)
      34Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Koichi Matsumoto
    • Journal Title

      International Journal of Knowledge Engineering and Soft Data Paradigms

      Volume: Vol. 2, No. 3 Pages: 251-262

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Heat load predicition in district heating and cooling systems through a recurrent neural network with data characteristics2010

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
    • Journal Title

      Scinetiae Mathematicae Japonicae

      Volume: Vol. e-2010 Pages: 449-464

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An interactive fuzzy satisficing method for multiobjective operation planning of district heating and cooling plants considering contract violation penalties2010

    • Author(s)
      36Masatoshi Sakawa, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
    • Journal Title

      IAENG International Journal of Applied Mathematics

      Volume: Vol. 40, No. 3-11 Pages: 1-9

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Long-term operation planning of district heating and cooling plants considering contract violation penalties2010

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
    • Journal Title

      Scientiae Mathematicae Japonicae

      Volume: Vol. 72, No. 2 Pages: 185-194

    • NAID

      130005035365

    • Related Report
      2012 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] フラットパネル製造工程におけるデュアルチャネルシステムに基づく高速非接触検査手法2010

    • Author(s)
      羽森 寛, 坂和 正敏, 片桐 英樹, 松井 猛
    • Journal Title

      エレクトロニクス実装学会誌

      Volume: Vol. 13, No. 7 Pages: 562-568

    • NAID

      10026965923

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An interactive fuzzy satisficing method for multiobjective operation planning of district heating and cooling plants considering contract violation penalties2010

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
    • Journal Title

      IAENG International Journal of Applied Mathematics

      Volume: vol.40 Pages: 1-9

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Heat load prediction in district heating and cooling systems through a recurrent neural network with data characteristics2010

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
    • Journal Title

      Scinetiae Mathematicae Japonicae

      Volume: vol.e-2010 Pages: 449-464

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-linear integer programming based on particle swarm optimisation combining diversification and intensification2010

    • Author(s)
      Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Koichi Matsumoto
    • Journal Title

      International Journal of Knowledge Engineering and Soft Data Paradigms

      Volume: vol.2 Pages: 251-262

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational methods for two-level 0-1 programming problems through distributed genetic algorithms2010

    • Author(s)
      Keiichi Niwa, Tomohiro Hayashida, Masatoshi Sakawa
    • Journal Title

      Journal of Telecommunications and Information Technology

      Volume: no.2010/2 Pages: 78-87

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] フラットバネル製造工程におけるデュアルチャネルシステムに基づく高速非接触検査手法2010

    • Author(s)
      羽森寛, 坂和正敏, 片桐英樹, 松井猛
    • Journal Title

      エレクトロニクス実装学会誌

      Volume: vol.13 Pages: 562-568

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Particle swarm optimization combining diversification and intensification through complex networks for nonlinear programming problems2012

    • Author(s)
      Takeshi Matsui, Masatoshi Sakawa
    • Organizer
      Joint 6th International Conference on Soft Computing and Intelligent Systems and 13th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2012)
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2012-11-23
    • Related Report
      2012 Final Research Report
  • [Presentation] Interactive Fuzzy Stochastic Multilevel 0-1 Programming through Probability Maximization2012

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Organizer
      International Conference on Fuzzy Computation Theory and Applications
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2012-10-07
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Interactive Fuzzy Decision Making for Multiobjective Fuzzy Random Linear Programming Problems2012

    • Author(s)
      Hitoshi Yano, Masatoshi Sakawa
    • Organizer
      International Conference on Fuzzy Computation Theory and Applications
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2012-10-06
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Interactive multiobjective random fuzzy programming problems through the possibility-based fractile model2011

    • Author(s)
      Hideki Katagiri, Masatoshi Sakawa, Takeshi Matsui
    • Organizer
      The 2011 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2011)
    • Place of Presentation
      Anchorage, AK, USA
    • Year and Date
      2011-10-10
    • Related Report
      2012 Final Research Report
  • [Presentation] Interactive multiobjective random fuzzy programming problems through the possibility-based fractile model2011

    • Author(s)
      Hideki Katagiri, Masatoshi Sakawa, Takeshi Matsui
    • Organizer
      Proceedings of The 2011 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2011)
    • Place of Presentation
      Anchorage, AK, USA
    • Year and Date
      2011-10-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] Interactive fuzzy programming through possibility measures and probability maximization for two-level linear programming problems involving fuzzy random variable coefficients2011

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Organizer
      2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2011-06-29
    • Related Report
      2012 Final Research Report
  • [Presentation] An interactive satisficing method for multiobjective random fuzzy programming problems through the possibility-based probability model2011

    • Author(s)
      Hideki Katagiri, Masatoshi Sakawa, Takeshi Matsui
    • Organizer
      2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2011-06-29
    • Related Report
      2012 Final Research Report
  • [Presentation] An interactive satisficing method for multiobjective random fuzzy programming problems through the possibility-based probability model2011

    • Author(s)
      Hideki Katagiri, Masatoshi Sakawa, Takeshi Matsui
    • Organizer
      Proceedings of 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2011-06-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] Interactive fuzzy programming through possibility measures and probability maximization for two-level linear programming problems involving fuzzy random variable coefficients2011

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Organizer
      Proceedings of 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE- 2011)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2011-06-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Dual Channel Defect Position Identification Method for Touch Panel Manufacturing Process2011

    • Author(s)
      Hiroshi Hamori, Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Organizer
      International Conference on Electronics Packaging (ICEP2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      2011-04-15
    • Related Report
      2012 Final Research Report
  • [Presentation] A Dual Channel Defect Position Identification Method for Touch Panel Manufacturing Process2011

    • Author(s)
      Hiroshi Hamori, Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Organizer
      Proceedings of International Conference on Electronics Packaging (ICEP2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      2011-04-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Keiichi Ishimaru, Satoshi Ushiro, Heat load prediction through recurrent neural network using particle swarm optimization in district heating and cooling systems2010

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui, Hideki Katagiri
    • Organizer
      Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2010-12-12
    • Related Report
      2012 Final Research Report
  • [Presentation] Stackelberg solutions for fuzzy random two-level linear programming through level sets and expectation optimization2010

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Organizer
      Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2010-12-12
    • Related Report
      2012 Final Research Report
  • [Presentation] Stackelberg solutions for fuzzy random two-level linear programming through level sets and expectation optimization2010

    • Author(s)
      Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
    • Organizer
      Proceedings of Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2010-12-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Heat load prediction through recurrent neural network using particle swarm optimization in district heating and cooling systems2010

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui, Hideki Katagiri, Keiichi Ishimaru, Satoshi Ushiro
    • Organizer
      Proceedings of Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2010-12-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Particle swarm optimization combining diversification and intensification through complex networks for nonlinear programming problems

    • Author(s)
      Takeshi Matsui, Masatoshi Sakawa
    • Organizer
      Joint 6th International Conference on Soft Computing and
    • Place of Presentation
      Kobe, Japan
    • Related Report
      2012 Annual Research Report
  • [Book] Fuzzy Multiobjective Optimization, Doumpos, M. and Grigoroudis, E. (Eds), Multicriteria Decision Aid and Artificial Intelligence: Links, Theory, and Applications2013

    • Author(s)
      Masatoshi Sakawa
    • Publisher
      John Wiley & Sons
    • Related Report
      2012 Final Research Report
  • [Book] Fuzzy Multiobjective Optimization (In Doumpos, M. and Grigoroudis, E. (Eds),2013

    • Author(s)
      Masatoshi Sakawa
    • Publisher
      John Wiley & Sons
    • Related Report
      2012 Annual Research Report
  • [Book] 自然・社会科学者のための英文 E メールの書き方2012

    • Author(s)
      坂和正敏,坂和秀晃,Marc Bremer
    • Total Pages
      176
    • Publisher
      朝倉書店
    • Related Report
      2012 Final Research Report
  • [Book] 線形計画法の基礎と応用2012

    • Author(s)
      坂和正敏
    • Total Pages
      172
    • Publisher
      朝倉書店
    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
  • [Book] 自然・社会科学者のための英文E メールの書き方2012

    • Author(s)
      坂和正敏,坂和秀晃,Marc Bremer
    • Total Pages
      176
    • Publisher
      朝倉書店
    • Related Report
      2012 Annual Research Report
  • [Book] 自然・社会科学者のための英文Eメールの書き方2012

    • Author(s)
      坂和正敏, 坂和秀晃, Marc Bremer
    • Total Pages
      200
    • Publisher
      朝倉書店
    • Related Report
      2011 Annual Research Report
  • [Book] Fuzzy Stochastic Multiobjective Programming2011

    • Author(s)
      Masatoshi Sakawa, Ichiro Nishizaki, Hideki Katagiri
    • Total Pages
      264
    • Publisher
      Springer
    • Related Report
      2012 Final Research Report 2011 Annual Research Report 2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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