#K78092. Minimum Edit Distance Transformation
Minimum Edit Distance Transformation
Minimum Edit Distance Transformation
You are given two strings, s1
and s2
. Your task is to compute the minimum number of operations required to transform s1
into s2
using the following operations:
- Insertion: Add a character.
- Deletion: Remove a character.
- Replacement: Replace one character with another.
The problem can be formulated using the following recurrence in LaTeX:
$$\text{dp}[i][j]=\begin{cases} i & \text{if } j=0,\\ j & \text{if } i=0,\\ \text{dp}[i-1][j-1] & \text{if } s1[i-1]=s2[j-1],\\ 1 + \min\{\text{dp}[i-1][j],\text{dp}[i][j-1],\text{dp}[i-1][j-1]\} & \text{if } s1[i-1]\neq s2[j-1]. \end{cases} $$The final answer will be dp[m][n]
where m
is the length of s1
and n
is the length of s2
.
inputFormat
The input consists of two lines. The first line contains the string s1, and the second line contains the string s2. Both strings may be empty.
outputFormat
Output a single integer which represents the minimum number of operations required to transform s1 into s2.## sample
kitten
sitting
3