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NYIST 760 See LCS again

See LCS again
时间限制:1000 ms | 内存限制:65535 KB
难度:3


描述
There are A, B two sequences, the number of elements in the sequence is n、m;

Each element in the sequence are different and less than 100000.

Calculate the length of the longest common subsequence of A and B.

 

输入
The input has multicases.Each test case consists of three lines;
The first line consist two integers n, m (1 < = n, m < = 100000);
The second line with n integers, expressed sequence A;
The third line with m integers, expressed sequence B;

 

输出
For each set of test cases, output the length of the longest common subsequence of A and B, in a single line.


样例输入
5 4
1 2 6 5 4
1 3 5 4


样例输出
3


上传者
TC_胡仁东

 

解题:一种LCS转LCS的nlogn的算法。是严格上升的LCS。

 

首先是LCS,我们把a序列中的每个元素在b中出现的位置保存起来,再按照降序排列,排列后再代入a的每个对应元素,那就转化为了求这个新的序列的最长上升子序列了。如:a[] = {a, b, c,} b[] = {a,b,c,b,a,d},那么a中的a,b,c在b中出现的位置分别就是{0,4},{1,3},{2}。分别按降序排列后代入a序列就是{4,0,2,3,1},之所以要按照降序排列,目的就是为了让每个元素只取到一次。

接下来的问题就是要求最长升序子序列问题了,也就是求LIS。

 特殊情况下,会退化得很严重。

 1 #include <iostream> 2 #include <cstdio> 3 #include <cstring> 4 #include <cmath> 5 #include <algorithm> 6 #include <climits> 7 #include <vector> 8 #include <queue> 9 #include <cstdlib>10 #include <string>11 #include <set>12 #include <stack>13 #define LL long long14 #define pii pair<int,int>15 #define INF 0x3f3f3f3f16 using namespace std;17 struct info{18     int num,pos;19 };20 int n,m,tot,sa[100010],sc[200010],q[200010],head,tail;21 info sb[100010];22 bool cmp(const info &x,const info &y){23     return x.num < y.num;24 }25 int bsearch(int lt,int rt,int val){26     int mid,pos = -1;27     while(lt <= rt){28         int mid = (lt+rt)>>1;29         if(val <= sb[mid].num){30             pos = mid;31             rt = mid-1;32         }else lt = mid+1;33     }34     return pos;35 }36 int binsearch(int lt,int rt,int val){37     while(lt <= rt){38         int mid = (lt+rt)>>1;39         if(q[mid] < val) lt = mid+1;40         else rt = mid-1;41     }42     return lt;43 }44 int main() {45     while(~scanf("%d %d",&n,&m)){46         head = tail = tot = 0;47         for(int i = 1; i <= n; i++) scanf("%d",sa+i);48         for(int i = 1; i <= m; i++){49             scanf("%d",&sb[i].num);50             sb[i].pos = i;51         }52         sort(sb+1,sb+m+1,cmp);53         for(int i = 1; i <= n; i++){54             int tmp = bsearch(1,m,sa[i]);55             while(tmp > 0 && sb[tmp].num == sa[i]) sc[tot++] = sb[tmp++].pos;56         }57         for(int i = 0; i < tot; i++){58             if(head == tail || q[head-1] < sc[i]){59                 q[head++] = sc[i];60             }else{61                 int tmp = binsearch(tail,head-1,sc[i]);62                 q[tmp] = sc[i];63             }64         }65         printf("%d\n",head-tail);66     }67     return 0;68 }
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NYIST 760 See LCS again