This commit is contained in:
krahets
2023-11-17 00:35:19 +08:00
parent c7794e1a84
commit 5ae2d5e925
17 changed files with 229 additions and 178 deletions

View File

@@ -387,8 +387,10 @@ $$
```c title="edit_distance.c"
/* 编辑距离:动态规划 */
int editDistanceDP(char *s, char *t, int n, int m) {
int dp[n + 1][m + 1];
memset(dp, 0, sizeof(dp));
int **dp = malloc((n + 1) * sizeof(int *));
for (int i = 0; i <= n; i++) {
dp[i] = calloc(m + 1, sizeof(int));
}
// 状态转移:首行首列
for (int i = 1; i <= n; i++) {
dp[i][0] = i;
@@ -404,11 +406,16 @@ $$
dp[i][j] = dp[i - 1][j - 1];
} else {
// 最少编辑步数 = 插入、删除、替换这三种操作的最少编辑步数 + 1
dp[i][j] = min(min(dp[i][j - 1], dp[i - 1][j]), dp[i - 1][j - 1]) + 1;
dp[i][j] = myMin(myMin(dp[i][j - 1], dp[i - 1][j]), dp[i - 1][j - 1]) + 1;
}
}
}
return dp[n][m];
int res = dp[n][m];
// 释放内存
for (int i = 0; i <= n; i++) {
free(dp[i]);
}
return res;
}
```
@@ -832,8 +839,7 @@ $$
```c title="edit_distance.c"
/* 编辑距离:空间优化后的动态规划 */
int editDistanceDPComp(char *s, char *t, int n, int m) {
int dp[m + 1];
memset(dp, 0, sizeof(dp));
int *dp = calloc(m + 1, sizeof(int));
// 状态转移:首行
for (int j = 1; j <= m; j++) {
dp[j] = j;
@@ -851,12 +857,15 @@ $$
dp[j] = leftup;
} else {
// 最少编辑步数 = 插入、删除、替换这三种操作的最少编辑步数 + 1
dp[j] = min(min(dp[j - 1], dp[j]), leftup) + 1;
dp[j] = myMin(myMin(dp[j - 1], dp[j]), leftup) + 1;
}
leftup = temp; // 更新为下一轮的 dp[i-1, j-1]
}
}
return dp[m];
int res = dp[m];
// 释放内存
free(dp);
return res;
}
```