This commit is contained in:
krahets
2023-07-24 13:09:43 +08:00
parent debd909387
commit 0760e0865e
14 changed files with 715 additions and 38 deletions

View File

@@ -161,7 +161,35 @@ $$
=== "Go"
```go title="edit_distance.go"
[class]{}-[func]{editDistanceDP}
/* 编辑距离:动态规划 */
func editDistanceDP(s string, t string) int {
n := len(s)
m := len(t)
dp := make([][]int, n+1)
for i := 0; i <= n; i++ {
dp[i] = make([]int, m+1)
}
// 状态转移:首行首列
for i := 1; i <= n; i++ {
dp[i][0] = i
}
for j := 1; j <= m; j++ {
dp[0][j] = j
}
// 状态转移:其余行列
for i := 1; i <= n; i++ {
for j := 1; j <= m; j++ {
if s[i-1] == t[j-1] {
// 若两字符相等,则直接跳过此两字符
dp[i][j] = dp[i-1][j-1]
} else {
// 最少编辑步数 = 插入、删除、替换这三种操作的最少编辑步数 + 1
dp[i][j] = MinInt(MinInt(dp[i][j-1], dp[i-1][j]), dp[i-1][j-1]) + 1
}
}
}
return dp[n][m]
}
```
=== "JavaScript"
@@ -430,7 +458,35 @@ $$
=== "Go"
```go title="edit_distance.go"
[class]{}-[func]{editDistanceDPComp}
/* 编辑距离:状态压缩后的动态规划 */
func editDistanceDPComp(s string, t string) int {
n := len(s)
m := len(t)
dp := make([]int, m+1)
// 状态转移:首行
for j := 1; j <= m; j++ {
dp[j] = j
}
// 状态转移:其余行
for i := 1; i <= n; i++ {
// 状态转移:首列
leftUp := dp[0] // 暂存 dp[i-1, j-1]
dp[0] = i
// 状态转移:其余列
for j := 1; j <= m; j++ {
temp := dp[j]
if s[i-1] == t[j-1] {
// 若两字符相等,则直接跳过此两字符
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] = MinInt(MinInt(dp[j-1], dp[j]), leftUp) + 1
}
leftUp = temp // 更新为下一轮的 dp[i-1, j-1]
}
}
return dp[m]
}
```
=== "JavaScript"