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2013 Fiscal Year Final Research Report

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

Research Project

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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
KeywordsOR / 多基準意思決定
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.

  • Research Products

    (19 results)

All 2013 2012

All Journal Article (17 results) (of which Peer Reviewed: 17 results) Presentation (2 results)

  • [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: Vol. 5, No. 3 Pages: 335-350

    • DOI

      10.1007/s12543-013-0146-0

    • Peer Reviewed
  • [Journal Article] An interactive fuzzy satisficing method for random fuzzy multiobjective linear programming problems through fractile criteria optimization with possibility2013

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

      Artificial Intelligence Research

      Volume: Vol. 2, No. 4 Pages: 75-86

    • DOI

      10.5430/air.v2n4p75

    • 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: Vol. 1, No. 1 Pages: 10-17

    • DOI

      10.13189/cr.2013.010102

    • Peer Reviewed
  • [Journal Article] Fuzzy multiobjective nonlinear operation planning in district heating and cooling plants2013

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

      Fuzzy Sets and Systems

      Volume: Vol. 231 Pages: 58-69

    • DOI

      10.1016/j.fss.2011.10.020

    • 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

      Volume: Vol. 45, No. 7 Pages: 811-833

    • DOI

      10.1080/0305215X.2012.709512

    • 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: Vol. 2, No. 2 Pages: 109-124

    • DOI

      10.5430/air.v2n2p109

    • 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: Vol. 239, No. 1 Pages: 191-200

    • DOI

      10.1016/j.ins.2013.03.024

    • 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: Vol. 238, No. 20 Pages: 163-175

    • DOI

      10.1016/j.ins.2013.03.003

    • 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 Pages: 2487-2492

    • DOI

      10.1016/j.eswa.2012.10.052

    • 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

    • DOI

      10.1016/j.eswa.2012.08.048

    • 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. 3, No. 10A Pages: 1245-1251

    • DOI

      10.4236/am.2012.330180

    • 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 Pages: 183-192

    • DOI

      10.1007/s13042-011-0055-7

    • 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 Pages: 12599-12604

    • DOI

      10.1016/j.eswa.2012.05.024

    • 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 Pages: 10898-10903

    • DOI

      10.1016/j.eswa.2012.03.001

    • 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 Pages: 45-57

    • DOI

      10.1016/j.fss.2011.07.006

    • 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 Pages: 271-286

    • DOI

      10.1007/s12351-010-0090-2

    • 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 Pages: 209-227

    • DOI

      10.1007/s12351-010-0085-z

    • 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
  • [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

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Published: 2015-06-25  

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