• poj3613:Cow Relays(倍增优化+矩阵乘法floyd+快速幂)


    Cow Relays

    Time Limit: 1000MS   Memory Limit: 65536K
    Total Submissions: 7825   Accepted: 3068

    Description

    For their physical fitness program, N (2 ≤ N ≤ 1,000,000) cows have decided to run a relay race using the T (2 ≤ T ≤ 100) cow trails throughout the pasture.

    Each trail connects two different intersections (1 ≤ I1i ≤ 1,000; 1 ≤ I2i ≤ 1,000), each of which is the termination for at least two trails. The cows know the lengthi of each trail (1 ≤ lengthi  ≤ 1,000), the two intersections the trail connects, and they know that no two intersections are directly connected by two different trails. The trails form a structure known mathematically as a graph.

    To run the relay, the N cows position themselves at various intersections (some intersections might have more than one cow). They must position themselves properly so that they can hand off the baton cow-by-cow and end up at the proper finishing place.

    Write a program to help position the cows. Find the shortest path that connects the starting intersection (S) and the ending intersection (E) and traverses exactly N cow trails.

    Input

    * Line 1: Four space-separated integers: NTS, and E
    * Lines 2..T+1: Line i+1 describes trail i with three space-separated integers: lengthi , I1i , and I2i

    Output

    * Line 1: A single integer that is the shortest distance from intersection S to intersection E that traverses exactly N cow trails.

    Sample Input

    2 6 6 4
    11 4 6
    4 4 8
    8 4 9
    6 6 8
    2 6 9
    3 8 9

    Sample Output

    10

    题意

    给出一张图,求k边最短路,即经过k条边的最短路。

    分析

    思考一下:如果一个矩阵,表示走k条边后,一张图的点与点的最短路径,(a,b)表示从a到b的最短路径,然后我们把它与自己,按照矩阵乘法的格式“相乘”,把其中的乘改为取min,c.a[i][j] = min(c.a[i][j],x.a[i][k]+y.a[k][j]);看不懂先看下面。

     

    这样得到的是走k+k条边的矩阵。有点抽象,下面详细解释下:

    c中的一个点(a,b),当我们用x矩阵和y矩阵求它时,我们枚举了x矩阵的a行所有数,与y矩阵的b列所有数,并且他们的坐标只能是相对应的,比如x矩阵的(a,2)这个点,相应的y矩阵点就是(2,b),那么放到图上去理解,即从a点经过2点到b点的距离,类似的点不只有2,把所有点枚举完后,c.a[a][b]就是从a到b的最短距离。(意会一下)

    这样下来,会得到走k+k条边的最短路径,对于其他的矩阵这样操作,得到的是他们两个,经过的边数相加的结果。(一个经过a条边后的矩阵 与 一个经过b条边后的矩阵这样操作后,是经过a+b条边后的矩阵,矩阵中存的是最短路径)。解释一下:向上面的例子一样,(a,2)(2,b),是即从a点经过2点到b点的距离,因为x矩阵和y矩阵都是走k条边后的最短路径,那么x矩阵中的(a,2)是走k步后的最短路径,(2,b)也是,那么他们相加不就是走k+k条边后的最短路径吗?其他的矩阵一样。

     

    然后,就可以套用快速幂的模板了,只不过将以前的乘改成加了,也就是倍增的思想的,比如对于走10条边,它的二进制是1010,那么我们就让在走2(10)边时的矩阵 乘以 8(1000)边的矩阵,得到走10条边的矩阵即开始时由1->2->4->8->16……即倍增中的2次幂。

    code

     1 #include<cstdio>
     2 #include<algorithm>
     3 #include<map>
     4 #include<cstring>
     5 
     6 using namespace std;
     7 const int MAXN = 210;
     8 
     9 int Hash[1010];
    10 int n,k,q,z,tn; 
    11 
    12 int read()
    13 {
    14     int x = 0,f = 1;char ch = getchar();
    15     while (ch<'0'||ch>'9') {if (ch='-') f=-1;ch = getchar(); }
    16     while (ch>='0'&&ch<='9'){x = x*10+ch-'0';ch = getchar(); }
    17     return x*f;
    18 }
    19 
    20 struct Matrix{
    21     int a[MAXN][MAXN];
    22     Matrix operator * (const Matrix &x) const 
    23     {
    24         Matrix c;
    25         memset(c.a,0x3f,sizeof(c.a));
    26         for (int k=1; k<=tn; k++)
    27             for (int i=1; i<=tn; ++i)
    28                 for (int j=1; j<=tn; ++j)
    29                     c.a[i][j] = min(c.a[i][j],a[i][k]+x.a[k][j]);
    30         return c;
    31      } 
    32 }s,ans;
    33 void ksm()
    34 { 
    35     ans = s;
    36     k--;
    37     for (; k; k>>=1)
    38     {
    39         if (k&1) ans = ans*s;
    40         s = s*s;
    41     }
    42 }
    43 int main()
    44 {
    45     k = read();n = read();q = read();z = read();
    46     memset(s.a,0x3f,sizeof(s.a));
    47     for (int x,y,w,i=1; i<=n; ++i)
    48     {
    49         w = read();x = read();y = read();
    50         if (!Hash[x]) Hash[x] = ++tn;
    51         if (!Hash[y]) Hash[y] = ++tn;
    52         s.a[Hash[x]][Hash[y]] = s.a[Hash[y]][Hash[x]] = w;
    53     }
    54     ksm();
    55     printf("%d",ans.a[Hash[q]][Hash[z]]);
    56     return 0;
    57 }
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  • 原文地址:https://www.cnblogs.com/mjtcn/p/7308870.html
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