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Interactive Multiobjective Fuzzy Random Linear Programming through Fractile Criteria

机译:分形准则的交互式多目标模糊随机线性规划

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摘要

We propose an interactive fuzzy decision making method for multiobjective fuzzy random linear programming problems through fractile criteria optimization. In the proposed method, it is assumed that the decision maker has fuzzy goals for not only objective functions but also permissible probability levels in a fractile optimization model, and such fuzzy goals are quantified by eliciting the corresponding membership functions. Using the fuzzy decision, such two kinds of membership functions are integrated. In the integrated membership space, the satisfactory solution is obtained from among an extended Pareto optimal solution set through the interaction with the decision maker. An illustrative numerical example is provided to demonstrate the feasibility and efficiency of the proposed method.%521080
机译:通过分数维准则优化,提出了一种多目标模糊随机线性规划问题的交互式模糊决策方法。在所提出的方法中,假设决策者不仅具有目标函数的模糊目标,而且具有分数优化模型中允许的概率水平,并且通过引出相应的隶属函数来量化这种模糊目标。使用模糊决策,将这两种隶属度函数进行集成。在集成成员空间中,通过与决策者的交互,从扩展的帕累托最优解中获得了令人满意的解。提供了一个说明性的数值示例,以证明该方法的可行性和效率。%521080

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  • 来源
    《Advances in fuzzy systems》 |2012年第2012期|521080.1-521080.9|共9页
  • 作者

    Hitoshi Yano; Masatoshi Sakawa;

  • 作者单位

    School of Humanities and Social Sciences, Nagoya City University, Nagoya 467-8501, Japan;

    Faculty of Engineering, Hiroshima University, Hiagashi-hiroshima 739-8527, Japan;

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  • 正文语种 eng
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