• DocumentCode
    899488
  • Title

    Two-Step Interactive Satisfactory Method for Fuzzy Multiple Objective Optimization With Preemptive Priorities

  • Author

    Li, Shaoyuan ; Hu, Chaofang

  • Author_Institution
    Shanghai Jiao Tong Univ., Shanghai
  • Volume
    15
  • Issue
    3
  • fYear
    2007
  • fDate
    6/1/2007 12:00:00 AM
  • Firstpage
    417
  • Lastpage
    425
  • Abstract
    This paper presents a two-step interactive satisfactory optimization method for fuzzy multiple objective optimization with preemptive priorities. In contrast to previous works, this proposed approach guarantees the order of satisfactory degrees consistent with priorities. The decision-maker not only acquires satisfactory solution of all the objectives, but also realizes the preemptive priority requirement among them. The originally complex optimization problem is simplified and divided into two subproblems that are solved in sequence. Numerical examples and actual application show the proposed method´s effectiveness, flexibility and efficiency in comparison with results from the literature.
  • Keywords
    decision making; fuzzy set theory; optimisation; complex optimization problem; decision-maker; fuzzy multiple objective optimization; preemptive priorities; two-step interactive satisfactory method; Automation; Chaos; Constraint theory; Decision making; Fuzzy set theory; Fuzzy sets; Optimization methods; Production; Programming profession; Uncertainty; Fuzzy programming; fuzzy sets; multiple objective decision making (MODM); multiple objective optimization;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2006.887463
  • Filename
    4231866