編輯距離\n


給定兩個字串。第一個字串是源字串,第二個字串是目標字串。本程式中,我們需要求出將第一個字串轉換為第二個字串所需的可能編輯次數。

字串的編輯可以是插入元素、從第一個字串中刪除元素或修改元素以轉換為第二個字串。

輸入和輸出

Input:
Two strings to compare.
string 1: Programming
string 2: Programs
Output:
Enter the initial string: Programming
Enter the final string: Programs
The number of changes required to convert Programming to Programs is 4

演算法

editCount(initStr, finalStr, initLen, finalLen)

輸入 − 初始字串、最終字串及其長度。
輸出 − 使 initStr 變成 finalStr 所需的編輯次數。

Begin
   if initLen = 0, then
      return finalLen
   if finalLen := 0, then
      return initLen

   if initStr[initLen - 1] = finalStr[finalLen - 1], then
      return editCount(initStr, finalStr, initLen – 1, finalLen - 1)
   answer := 1 + min of (editCount(initStr, finalStr, initLen , finalLen - 1)),
      (editCount(initStr, finalStr, initLen – 1, finalLen ),
      (editCount(initStr, finalStr, initLen – 1, finalLen - 1)
   return answer
End

示例

#include<iostream>
using namespace std;

int min(int x, int y, int z) {       //find smallest among three numbers
   if(x < y) {
      if(x < z)
         return x;
      else
         return z;
   }else {
      if(y < z)
         return y;
      else
         return z;
   }
}

int editCount(string initStr , string finalStr, int initLen, intfinalLen) {
   if (initLen == 0)       //when initial string is empty, add all characters of final string
      return finalLen;

   if (finalLen == 0)       //when final string is empty, delete all characters from initial string
      return initLen;

   //when last character matches, recursively check previous characters
   if (initStr[initLen-1] == finalStr[finalLen-1])
      return editCount(initStr, finalStr, initLen-1, finalLen-1);

   //if last character match is not found, check for insert, delete and update operations recursively
   return 1 + min ( editCount(initStr, finalStr, initLen, finalLen- 1),  // insert
 
      editCount(initStr, finalStr, initLen-1, finalLen), // delete
      editCount(initStr, finalStr, initLen-1, finalLen-1) // update
   );
}

int main() {
   string initStr;
   string finalStr;

   cout << "Enter the initial string: "; cin >> initStr;
   cout << "Enter the final string: "; cin >> finalStr;
   cout << "The number of changes required to convert " << initStr << " to " << finalStr;
   cout << " is " << editCount( initStr , finalStr, initStr.size(), finalStr.size()) << endl;
}

輸出

Enter the initial string: Programming
Enter the final string: Programs
The number of changes required to convert Programming to Programs is 4

更新於: 16-Jun-2020

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