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Using the Sugeno Integral in Optimal Assignment Problems with Qualitative Utilities

机译:在最佳分配问题中使用Sugeno积分与定性公用事业

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This paper is devoted to the assignment problem when the preferences of the agents are defined by qualitative utilities. In this setting, it is not possible to compare assignments by summing up individual utilities because the sum operation becomes meaningless. We study here the optimization of a Sugeno integral of the individual utilities. We show that the problem is NP-hard in the general case, but we also identify special cases that are solvable in polynomial time. Furthermore, we provide a mixed integer programming formulation in the general case, which leads to a compact formulation for fc-minitive capacities.
机译:当代理的偏好由定性公用事业公司定义时,本文致力于分配问题。 在此设置中,无法通过总结各个实用程序来比较分配,因为SUM操作变得毫无意义。 我们在这里研究了个别公用事业的Sugeno积分的优化。 我们表明,在一般情况下,问题是NP - 硬,但我们还确定了在多项式时间中可解决的特殊情况。 此外,我们在一般情况下提供混合整数的编程配方,这导致Fc实体的紧凑配方。

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