Maximum-weight independent set problem for a path graph

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[愿得一人]
[愿得一人] 2021-01-15 04:06

While taking the Algorithms: Design and Analysis II class, one of the questions asks about the maximum-weight independent set problem for a path graph. shown below is a (blu

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  •  一向
    一向 (楼主)
    2021-01-15 04:57

    the algorithm never selects the minimum-weight vertex.
    

    Consider: **3-100-4-1-5-100-6 it makes sense to choose 1, the minimum, since we want to choose the two 100's

    The algorithm always selects the maximum-weight vertex.
    

    Consider: 5-99-100-99-7

    It makes sense to exclude the maximum in favour of the to 99's

    For both these examples, try see what the algorithm would do and why it works.

    A good way of reasoning about these types of problems is to try all permutations of (0,0,0,1,1,1,2,2,2,3,3,3,99,99,99,100,100,100) and it should give you most of the posibilities.

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