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Optimality conditions for a bilevel matroid problem

机译:双层拟阵问题的最优性条件

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摘要

In bilevel programming there are two decision makers, the leader and the follower, who act in a hierarchy. In this paper we deal with a weighted matroid problem where each of the decision makers has a different set of weights. The independent set of the matroid that is chosen by the follower determines the payoff to both the leader and the follower according to their different weights. The leader can increase his payoff by changing the weights of the follower, thus influencing the follower’s decision, but he has to pay a penalty for this. We want to find an optimum strategy for the leader. This is a bilevel programming problem with continuous variables in the upper level and a parametric weighted matroid problem in the lower level. We analyze the structure of the lower level problem. We use this structure to develop local optimality criteria for the bilevel problem that can be verified in polynomial time.
机译:在双层编程中,有两个决策者,领导者和跟随者,他们按照层次结构行事。在本文中,我们处理加权拟阵问题,其中每个决策者都有不同的权重集。跟随者选择的独立的拟阵拟定集合根据领导者和跟随者的不同权重来确定对领导者和跟随者的收益。领导者可以通过更改跟随者的权重来增加收益,从而影响跟随者的决定,但是他必须为此付出代价。我们想为领导者找到最佳策略。这是一个双层编程问题,在上层具有连续变量,在下层具有参数加权拟阵问题。我们分析了下层问题的结构。我们使用这种结构来开发可在多项式时间内验证的双级问题的局部最优性准则。

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