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Given a set of weighted points and a set of half-planes in the plane, the hitting set problem is to compute a subset of points from such that each half-plane contains at least one point from and the total weight of the points in is minimized. The previous best algorithm solves the problem in time. In this paper, we present a new algorithm with runtime .

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