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Global multiobjective nonlinear programming through particle swarm optimization and its extensions in fuzzy stochastic environment

Research Project

Project/Area Number 24710167
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Social systems engineering/Safety system
Research InstitutionHiroshima University

Principal Investigator

MATSUI Takeshi  広島大学, 工学(系)研究科(研究院), 助教 (50512505)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
KeywordsOR / 多基準意思決定 / 多目的意思決定 / 粒子群最適化 / 非線形計画法 / 多目的計画法
Research Abstract

In this research project, keeping up with soaring demand for multiobjective nonlinear programming which has several conflict objectives rather than single objective nonlinear one, we generalize a particle swarm optimization method for nonlinear programming problems to multiobjective one.
In addition, we expand several multiobjective nonlinear programming problems under fuzziness and randomness introducing fuzzy ambiguity and stochastic uncertainty.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (22 results)

All 2014 2013 2012

All Journal Article (19 results) (of which Peer Reviewed: 19 results) Presentation (3 results)

  • [Journal Article] An interactive fuzzy satisficing method for random fuzzy multiobjective linear programming problems through fractile criteria optimization with possibility2014

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

      Artificial Intelligence Research

      Volume: 2 Issue: 4 Pages: 75-86

    • DOI

      10.5430/air.v2n4p75

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Interactive Fuzzy Satisficing Method for Multiobjective Linear Programming Problems with Random Fuzzy Variables Using Possibility-based Probability Model2014

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

      Computational Research

      Volume: 2 Issue: 1 Pages: 5-11

    • DOI

      10.13189/cr.2014.020102

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An interactive fuzzy satisficing method for random fuzzy multiobjective integer programming problems through probability maximization with possibility2013

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

      Fuzzy Information and Engineering

      Volume: 5 Issue: 3 Pages: 335-350

    • DOI

      10.1007/s12543-013-0146-0

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Tabu Search-Based Interactive Fuzzy Stochastic Multi-Level 0-1 Programming2013

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

      Computational Research

      Volume: 1 Issue: 1 Pages: 10-17

    • DOI

      10.13189/cr.2013.010102

    • Related Report
      2013 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
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for stochastic two-level linear programming problems through probability maximization,2013

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

      Artificial Intelligence Research

      Volume: 2 Issue: 2 Pages: 109-124

    • DOI

      10.5430/air.v2n2p109

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive random fuzzy two-level programming through possibility-based probability model2013

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

      Information Sciences

      Volume: 239 Pages: 191-200

    • DOI

      10.1016/j.ins.2013.03.024

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy random two-level linear programming based on level sets and fractile criterion optimization2013

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

      Information Sciences

      Volume: 238 Pages: 163-175

    • DOI

      10.1016/j.ins.2013.03.003

    • Related Report
      2013 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
      2013 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: 40 Issue: 4 Pages: 1400-1406

    • DOI

      10.1016/j.eswa.2012.08.048

    • Related Report
      2013 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 Research-status 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
      2013 Annual Research Report 2013 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
      2013 Final 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
      2013 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
      2013 Final Research Report 2012 Research-status 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
      2013 Final Research Report 2012 Research-status 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
      2013 Final 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
      2013 Final 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
      2013 Final 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
      Proceedings of 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 Convention Center (Kobe Portopia Hotel), Kobe, Japan
    • Year and Date
      2012-11-23
    • Related Report
      2013 Final Research Report
  • [Presentation] Interactive Fuzzy Stochastic Multilevel 0-1 Programming through Probability Maximization2012

    • Author(s)
      Masatoshi Sakawa, Takeshi Matsui
    • Organizer
      Proceedings of International Conference on Fuzzy Computation Theory and Applications (FCTA2012)
    • Place of Presentation
      Barcelo Sants, Barcelona, Spain
    • Year and Date
      2012-10-06
    • Related Report
      2013 Final Research Report
  • [Presentation] Particle swarm optimization combining diversification and intensification through complex networks for nonlinear programming problems2012

    • Author(s)
      Takeshi Matsui, Masatoshi Sakawa
    • Organizer
      SCIS & ISIS 2012
    • Place of Presentation
      Kobe, Japan
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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