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  • 2018 杭电多校3

    题目链接

    Problem Description
    There are $$$n$$$ intersections in Bytetown, connected with $$$m$$$ one way streets. Little $$$Q$$$ likes sport walking very much, he plans to walk for q days. On the $$$i$$$-th day, Little $$$Q$$$ plans to start walking at the $$$s_i$$$-th intersection, walk through at least k$$$_i$$$ streets and finally return to the $$$t_i$$$-th intersection.
    Little $$$Q$$$'s smart phone will record his walking route. Compared to stay healthy, Little $$$Q$$$ cares the statistics more. So he wants to minimize the total walking length of each day. Please write a program to help him find the best route.
    Input
    The first line of the input contains an integer $$$T(1≤T≤10)$$$, denoting the number of test cases.
    In each test case, there are 2 integers $$$n,m(2≤n≤50,1≤m≤10000)$$$ in the first line, denoting the number of intersections and one way streets.
    In the next m lines, each line contains 3 integers $$$u_i,v_i,w_i(1≤u_i,v_i≤n,u_i≠v_i,1≤w_i≤10000)$$$, denoting a one way street from the intersection $$$u_i$$$ to $$$v_i$$$, and the length of it is $$$w_i$$$.
    Then in the next line, there is an integer $$$q(1≤q≤100000)$$$, denoting the number of days.
    In the next $$$q$$$ lines, each line contains 3 integers $$$s_i,t_i,k_i(1≤s_i,t_i≤n,1≤k_i≤10000)$$$, describing the walking plan.
    Output
    For each walking plan, print $$$a$$$ single line containing an integer, denoting the minimum total walking length. If there is no solution, please print -1.
    Sample Input
    2
    3 3
    1 2 1
    2 3 10
    3 1 100
    3
    1 1 1
    1 2 1
    1 3 1
    2 1
    1 2 1
    1
    2 1 1
    Sample Output
    111
    1
    11
    -1
    题意
    有一个n个点,m条有向边的图,每次询问求从s到t至少经过k条边的最短路径长度
    分析
    节点最多只有50个,为了高效的处理如此多的询问,肯定需要预处理。首先需要知道的是,有一个数据结构,特别适合存储在图上“转移几次的最短距离”,那就是邻接矩阵。如果邻接矩阵$$$A$$$用$$$A_{ij}=0/1$$$来记录$$$i, j$$$之间是否有一条有向边,那么$$$A imes A$$$的结果也是一个矩阵,$$$A^2_{ij}$$$的含义是从$$$i$$$出发走两步到$$$j$$$的方案个数。邻接矩阵的乘法之所以这么神奇,原理在于矩阵乘法的过程:$$$$$${A^2}_{ij}=sum_{k=1}^n A_{ik} imes A_{kj}$$$$$$ $$$A_{ik}$$$ 可以理解为从$$$i$$$走到$$$k$$$的方案个数
    $$$A_{kj}$$$ 可以理解为从$$$k$$$走到$$$j$$$的方案个数
    那么最后求和的过程就是把$$$i$$$到$$$j$$$的所有方案求和了。以此类推,就能算出所有的方案个数。
    回到这道题中,如果把矩阵乘法的细节修改一下,让$$$A_{ik}$$$ 记录$$$i$$$到$$$k$$$的最短距离,$$$A_{kj}$$$记录$$$k$$$到$$$j$$$的最短距离,计算$$${A^2}_{ij}$$$的过程变为取最小值,也就是$$$$$${A^2}_{ij}=min_{k}(A_{ik}+A_{kj})$$$$$$,就可以用类似矩阵乘法的思想,很快得到转移k步任意两点之间最短距离的表。
    总结
    text
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  • 原文地址:https://www.cnblogs.com/tobyw/p/9415056.html
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