MUTC 3 D - Magic Number DP

本文深入探讨了Levenshtein距离的概念及其在字符串比较中的应用,通过实例展示了如何利用该距离计算来识别与魔术数字相近的幸运数字,并提供了C++代码实现的详细步骤。

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Magic Number

Time Limit: 2000/1000 MS (Java/Others)    Memory Limit: 65536/65536 K (Java/Others)
Total Submission(s): 1113    Accepted Submission(s): 480


Problem Description
There are many magic numbers whose lengths are less than 10. Given some queries, each contains a single number, if the Levenshtein distance (see below) between the number in the query and a magic number is no more than a threshold, we call the magic number is the lucky number for that query. Could you find out how many luck numbers are there for each query?

Levenshtein distance (from Wikipedia http://en.wikipedia.org/wiki/Levenshtein_distance):
In information theory and computer science, the Levenshtein distance is a string metric for measuring the amount of difference between two sequences. The term edit distance is often used to refer specifically to Levenshtein distance.
The Levenshtein distance between two strings is defined as the minimum number of edits needed to transform one string into the other, with the allowable edit operations being insertion, deletion, or substitution of a single character. It is named after Vladimir Levenshtein, who considered this distance in 1965.
For example, the Levenshtein distance between "kitten" and "sitting" is 3, since the following three edits change one into the other, and there is no way to do it with fewer than three edits:
1.kitten → sitten (substitution of 's' for 'k')
2.sitten → sittin (substitution of 'i' for 'e')
3.sittin → sitting (insertion of 'g' at the end).
 

Input
There are several test cases. The first line contains a single number T shows that there are T cases. For each test case, there are 2 numbers in the first line: n (n <= 1500) m (m <= 1000) where n is the number of magic numbers and m is the number of queries.
In the next n lines, each line has a magic number. You can assume that each magic number is distinctive.
In the next m lines, each line has a query and a threshold. The length of each query is no more than 10 and the threshold is no more than 3.
 

Output
For each test case, the first line is "Case #id:", where id is the case number. Then output m lines. For each line, there is a number shows the answer of the corresponding query.
 

Sample Input
  
1 5 2 656 67 9313 1178 38 87 1 9509 1
 

Sample Output
  
Case #1: 1 0
 

Author
BJTU
 

Source
 

Recommend
zhoujiaqi2010
 

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直接dp用C++提交可以水过...

----------------

#include <iostream>
#include <cstdio>
#include <cstring>
#include <algorithm>
using namespace std;

const int maxn=1111;

char words[2222][22];
int f[22][22];
char s[22];

int main()
{
    int T;
    int n,m;
    int thr;
    int len1,len2;
    int ans;
    scanf("%d",&T);
    for (int lp=1;lp<=T;lp++)
    {
        scanf("%d%d",&n,&m);
        for (int i=1;i<=n;i++)
        {
            scanf("%s",words[i]+1);
        }
        printf("Case #%d:\n",lp);
        while (m--)
        {
            ans=0;
            scanf("%s%d",s+1,&thr);
            len1=strlen(s+1);
            for (int p=1;p<=n;p++)
            {
                len2=strlen(words[p]+1);
                for (int i=0;i<=len1;i++) f[i][0]=i;
                for (int i=0;i<=len2;i++) f[0][i]=i;
                for (int i=1;i<=len1;i++)
                {
                    for (int j=1;j<=len2;j++)
                    {
                        f[i][j]=min(f[i-1][j]+1,f[i][j-1]+1);
                        if (s[i]==words[p][j]) f[i][j]=min(f[i][j],f[i-1][j-1]);
                        else f[i][j]=min(f[i][j],f[i-1][j-1]+1);
                    }
                }
                if (f[len1][len2]<=thr) ans++;
            }
            printf("%d\n",ans);
        }
    }
    return 0;
}

 







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