📜  打印最短公共超序列

📅  最后修改于: 2021-09-17 07:44:13             🧑  作者: Mango

给定两个字符串X 和 Y,打印同时包含 X 和 Y 作为子序列的最短字符串。如果存在多个最短超序列,则打印其中任何一个。
例子:

Input: X = "AGGTAB",  Y = "GXTXAYB"
Output: "AGXGTXAYB" OR "AGGXTXAYB" 
OR Any string that represents shortest
supersequence of X and Y

Input: X = "HELLO",  Y = "GEEK"
Output: "GEHEKLLO" OR "GHEEKLLO"
OR Any string that represents shortest 
supersequence of X and Y

我们已经讨论了如何为两个给定的字符串打印最短可能超序列的长度。在这篇文章中,我们打印最短的超序列。
我们已经在下面讨论了寻找最短超序列长度的算法

Let X[0..m-1] and Y[0..n-1] be two strings and m and be respective 
lengths.

if (m == 0) return n;
if (n == 0) return m;

// If last characters are same, then add 1 to result and
// recur for X[]
if (X[m-1] == Y[n-1]) 
    return 1 + SCS(X, Y, m-1, n-1);

// Else find shortest of following two
//  a) Remove last character from X and recur
//  b) Remove last character from Y and recur
else return 1 + min( SCS(X, Y, m-1, n), SCS(X, Y, m, n-1) );

下表显示了如果我们对字符串X = “AGGTAB” 和 Y = “GXTXAYB”使用动态规划以自底向上的方式解决上述算法所遵循的步骤,

最短超序列问题DP表

使用 DP 解矩阵,我们可以通过以下步骤轻松打印两个字符串的最短超序列-

We start from the bottom-right most cell of the matrix and 
push characters in output string based on below rules-

 1. If the characters corresponding to current cell (i, j) 
    in X and Y are same, then the character is part of shortest 
    supersequence. We append it in output string and move 
    diagonally to next cell (i.e. (i - 1, j - 1)).

 2. If the characters corresponding to current cell (i, j)
    in X and Y are different, we have two choices -

    If matrix[i - 1][j] > matrix[i][j - 1],
    we add character corresponding to current 
    cell (i, j) in string Y in output string 
    and move to the left cell i.e. (i, j - 1)
    else
    we add character corresponding to current 
    cell (i, j) in string X in output string 
    and move to the top cell i.e. (i - 1, j)

 3. If string Y reaches its end i.e. j = 0, we add remaining
    characters of string X in the output string
    else if string X reaches its end i.e. i = 0, we add 
    remaining characters of string Y in the output string.

以下是上述想法的实现——

C++
/* A dynamic programming based C++ program print
   shortest supersequence of two strings */
#include 
using namespace std;
 
// returns shortest supersequence of X and Y
string printShortestSuperSeq(string X, string Y)
{
    int m = X.length();
    int n = Y.length();
 
    // dp[i][j] contains length of shortest supersequence
    // for X[0..i-1] and Y[0..j-1]
    int dp[m + 1][n + 1];
 
    // Fill table in bottom up manner
    for (int i = 0; i <= m; i++)
    {
        for (int j = 0; j <= n; j++)
        {
            // Below steps follow recurrence relation
            if(i == 0)
                dp[i][j] = j;
            else if(j == 0)
                dp[i][j] = i;
            else if(X[i - 1] == Y[j - 1])
                dp[i][j] = 1 + dp[i - 1][j - 1];
            else
                dp[i][j] = 1 + min(dp[i - 1][j], dp[i][j - 1]);
        }
    }
 
    // Following code is used to print shortest supersequence
 
    // dp[m][n] stores the length of the shortest supersequence
    // of X and Y
     
 
    // string to store the shortest supersequence
    string str;
 
    // Start from the bottom right corner and one by one
    // push characters in output string
    int i = m, j = n;
    while (i > 0 && j > 0)
    {
        // If current character in X and Y are same, then
        // current character is part of shortest supersequence
        if (X[i - 1] == Y[j - 1])
        {
            // Put current character in result
            str.push_back(X[i - 1]);
 
            // reduce values of i, j and index
            i--, j--;
        }
 
        // If current character in X and Y are different
        else if (dp[i - 1][j] > dp[i][j - 1])
        {
            // Put current character of Y in result
            str.push_back(Y[j - 1]);
 
            // reduce values of j and index
            j--;
        }
        else
        {
            // Put current character of X in result
            str.push_back(X[i - 1]);
 
            // reduce values of i and index
            i--;
        }
    }
 
    // If Y reaches its end, put remaining characters
    // of X in the result string
    while (i > 0)
    {
        str.push_back(X[i - 1]);
        i--;
    }
 
    // If X reaches its end, put remaining characters
    // of Y in the result string
    while (j > 0)
    {
        str.push_back(Y[j - 1]);
        j--;
    }
 
    // reverse the string and return it
    reverse(str.begin(), str.end());
    return str;
}
 
// Driver program to test above function
int main()
{
    string X = "AGGTAB";
    string Y = "GXTXAYB";
 
    cout << printShortestSuperSeq(X, Y);
 
    return 0;
}


Java
/* A dynamic programming based Java program print
shortest supersequence of two strings */
class GFG {
 
    // returns shortest supersequence of X and Y
    static String printShortestSuperSeq(String X, String Y)
    {
        int m = X.length();
        int n = Y.length();
 
        // dp[i][j] contains length of
        // shortest supersequence
        // for X[0..i-1] and Y[0..j-1]
        int dp[][] = new int[m + 1][n + 1];
 
        // Fill table in bottom up manner
        for (int i = 0; i <= m; i++)
        {
            for (int j = 0; j <= n; j++)
            {
                 
                // Below steps follow recurrence relation
                if (i == 0)
                {
                    dp[i][j] = j;
                }
                else if (j == 0)
                {
                    dp[i][j] = i;
                }
                else if (X.charAt(i - 1) == Y.charAt(j - 1))
                {
                    dp[i][j] = 1 + dp[i - 1][j - 1];
                }
                else
                {
                    dp[i][j] = 1 + Math.min(dp[i - 1][j], dp[i][j - 1]);
                }
            }
        }
 
        // Following code is used to print
        // shortest supersequence dp[m][n] s
        // tores the length of the shortest
        // supersequence of X and Y
 
        // string to store the shortest supersequence
        String str = "";
 
        // Start from the bottom right corner and one by one
        // push characters in output string
        int i = m, j = n;
        while (i > 0 && j > 0)
         
        {
            // If current character in X and Y are same, then
            // current character is part of shortest supersequence
            if (X.charAt(i - 1) == Y.charAt(j - 1))
             
            {
                // Put current character in result
                str += (X.charAt(i - 1));
 
                // reduce values of i, j and index
                i--;
                j--;
            }
             
            // If current character in X and Y are different
            else if (dp[i - 1][j] > dp[i][j - 1])
            {
                 
                // Put current character of Y in result
                str += (Y.charAt(j - 1));
 
                // reduce values of j and index
                j--;
            }
            else
            {
                 
                // Put current character of X in result
                str += (X.charAt(i - 1));
 
                // reduce values of i and index
                i--;
            }
        }
 
        // If Y reaches its end, put remaining characters
        // of X in the result string
        while (i > 0)
        {
            str += (X.charAt(i - 1));
            i--;
        }
 
        // If X reaches its end, put remaining characters
        // of Y in the result string
        while (j > 0)
        {
            str += (Y.charAt(j - 1));
            j--;
        }
 
        // reverse the string and return it
        str = reverse(str);
        return str;
    }
 
    static String reverse(String input)
    {
        char[] temparray = input.toCharArray();
        int left, right = 0;
        right = temparray.length - 1;
 
        for (left = 0; left < right; left++, right--)
        {
            // Swap values of left and right
            char temp = temparray[left];
            temparray[left] = temparray[right];
            temparray[right] = temp;
        }
        return String.valueOf(temparray);
    }
     
    // Driver code
    public static void main(String[] args)
    {
        String X = "AGGTAB";
        String Y = "GXTXAYB";
        System.out.println(printShortestSuperSeq(X, Y));
    }
}
 
// This code is contributed by 29AjayKumar


Python3
# A dynamic programming based Python3 program print
# shortest supersequence of two strings
 
# returns shortest supersequence of X and Y
def printShortestSuperSeq(x, y):
    m = len(x)
    n = len(y)
 
    # dp[i][j] contains length of shortest
    # supersequence for X[0..i-1] and Y[0..j-1]
    dp = [[0 for i in range(n + 1)]
             for j in range(n + 1)]
 
    # Fill table in bottom up manner
    for i in range(m + 1):
        for j in range(n + 1):
 
            # Below steps follow recurrence relation
            if i == 0:
                dp[i][j] = j
            elif j == 0:
                dp[i][j] = i
            elif x[i - 1] == y[j - 1]:
                dp[i][j] = 1 + dp[i - 1][j - 1]
            else:
                dp[i][j] = 1 + min(dp[i - 1][j],
                                   dp[i][j - 1])
 
    # Following code is used to print
    # shortest supersequence
 
    # dp[m][n] stores the length of the
    # shortest supersequence of X and Y
 
    # string to store the shortest supersequence
    string = ""
 
    # Start from the bottom right corner and
    # one by one push characters in output string
    i = m
    j = n
    while i > 0 and j > 0:
 
        # If current character in X and Y are same,
        # then current character is part of
        # shortest supersequence
        if x[i - 1] == y[j - 1]:
 
            # Put current character in result
            string += x[i - 1]
 
            # reduce values of i, j and index
            i -= 1
            j -= 1
 
        # If current character in X and Y are different
        elif dp[i - 1][j] > dp[i][j - 1]:
 
            # Put current character of Y in result
            string += y[j - 1]
 
            # reduce values of j and index
            j -= 1
        else:
 
            # Put current character of X in result
            string += x[i - 1]
 
            # reduce values of i and index
            i -= 1
 
    # If Y reaches its end, put remaining characters
    # of X in the result string
    while i > 0:
        string += x[i - 1]
        i -= 1
 
    # If X reaches its end, put remaining characters
    # of Y in the result string
    while j > 0:
        string += y[j - 1]
        j -= 1
 
    string = list(string)
 
    # reverse the string and return it
    string.reverse()
    return ''.join(string)
 
# Driver Code
if __name__ == "__main__":
    x = "AGGTAB"
    y = "GXTXAYB"
 
    print(printShortestSuperSeq(x, y))
 
# This code is contributed by
# sanjeev2552


C#
/* A dynamic programming based C# program print
shortest supersequence of two strings */
using System;
 
class GFG
{
 
    // returns shortest supersequence of X and Y
    static String printShortestSuperSeq(String X, String Y)
    {
        int m = X.Length;
        int n = Y.Length;
 
        // dp[i,j] contains length of
        // shortest supersequence
        // for X[0..i-1] and Y[0..j-1]
        int [,]dp = new int[m + 1, n + 1];
        int i, j;
         
        // Fill table in bottom up manner
        for (i = 0; i <= m; i++)
        {
            for (j = 0; j <= n; j++)
            {
                 
                // Below steps follow recurrence relation
                if (i == 0)
                {
                    dp[i, j] = j;
                }
                else if (j == 0)
                {
                    dp[i, j] = i;
                }
                else if (X[i - 1] == Y[j - 1])
                {
                    dp[i, j] = 1 + dp[i - 1, j - 1];
                }
                else
                {
                    dp[i, j] = 1 + Math.Min(dp[i - 1, j], dp[i, j - 1]);
                }
            }
        }
 
        // Following code is used to print
        // shortest supersequence dp[m,n] s
        // tores the length of the shortest
        // supersequence of X and Y
 
        // string to store the shortest supersequence
        String str = "";
 
        // Start from the bottom right corner and one by one
        // push characters in output string
        i = m; j = n;
        while (i > 0 && j > 0)
         
        {
            // If current character in X and Y are same, then
            // current character is part of shortest supersequence
            if (X[i - 1] == Y[j - 1])
             
            {
                // Put current character in result
                str += (X[i - 1]);
 
                // reduce values of i, j and index
                i--;
                j--;
            }
             
            // If current character in X and Y are different
            else if (dp[i - 1, j] > dp[i, j - 1])
            {
                 
                // Put current character of Y in result
                str += (Y[j - 1]);
 
                // reduce values of j and index
                j--;
            }
            else
            {
                 
                // Put current character of X in result
                str += (X[i - 1]);
 
                // reduce values of i and index
                i--;
            }
        }
 
        // If Y reaches its end, put remaining characters
        // of X in the result string
        while (i > 0)
        {
            str += (X[i - 1]);
            i--;
        }
 
        // If X reaches its end, put remaining characters
        // of Y in the result string
        while (j > 0)
        {
            str += (Y[j - 1]);
            j--;
        }
 
        // reverse the string and return it
        str = reverse(str);
        return str;
    }
 
    static String reverse(String input)
    {
        char[] temparray = input.ToCharArray();
        int left, right = 0;
        right = temparray.Length - 1;
 
        for (left = 0; left < right; left++, right--)
        {
            // Swap values of left and right
            char temp = temparray[left];
            temparray[left] = temparray[right];
            temparray[right] = temp;
        }
        return String.Join("",temparray);
    }
     
    // Driver code
    public static void Main(String[] args)
    {
        String X = "AGGTAB";
        String Y = "GXTXAYB";
        Console.WriteLine(printShortestSuperSeq(X, Y));
    }
}
 
/* This code has been contributed
by PrinciRaj1992*/


Javascript


输出
AGXGTXAYB

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