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krahets
2026-08-18 04:58:51 +08:00
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commit 70c2fec77a
10 changed files with 4415 additions and 220 deletions
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@@ -29,23 +29,216 @@ comments: true
下面的递归函数用分治计算 $x^n$:
```python
def fast_pow(x, n):
if n == 0:
return 1
half = fast_pow(x, n // 2)
if n % 2 == 0:
return half * half
return half * half * x
```
=== "Python"
用它计算 `fast_pow(3, 5)`
```python title="fast_power.py"
def fast_pow(x: int, n: int) -> int:
"""快速幂"""
if n == 0:
return 1
half = fast_pow(x, n // 2)
if n % 2 == 0:
return half * half
return half * half * x
```
=== "C++"
```cpp title="fast_power.cpp"
/* 快速幂 */
int fastPow(int x, int n) {
if (n == 0) {
return 1;
}
int half = fastPow(x, n / 2);
if (n % 2 == 0) {
return half * half;
}
return half * half * x;
}
```
=== "Java"
```java title="fast_power.java"
/* 快速幂 */
int fastPow(int x, int n) {
if (n == 0) {
return 1;
}
int half = fastPow(x, n / 2);
if (n % 2 == 0) {
return half * half;
}
return half * half * x;
}
```
=== "C#"
```csharp title="fast_power.cs"
/* 快速幂 */
int FastPow(int x, int n) {
if (n == 0) {
return 1;
}
int half = FastPow(x, n / 2);
if (n % 2 == 0) {
return half * half;
}
return half * half * x;
}
```
=== "Go"
```go title="fast_power.go"
/* 快速幂 */
func fastPow(x, n int) int {
if n == 0 {
return 1
}
half := fastPow(x, n/2)
if n%2 == 0 {
return half * half
}
return half * half * x
}
```
=== "Swift"
```swift title="fast_power.swift"
/* 快速幂 */
func fastPow(x: Int, n: Int) -> Int {
if n == 0 {
return 1
}
let half = fastPow(x: x, n: n / 2)
if n % 2 == 0 {
return half * half
}
return half * half * x
}
```
=== "JS"
```javascript title="fast_power.js"
/* 快速幂 */
function fastPow(x, n) {
if (n === 0) {
return 1;
}
const half = fastPow(x, Math.floor(n / 2));
if (n % 2 === 0) {
return half * half;
}
return half * half * x;
}
```
=== "TS"
```typescript title="fast_power.ts"
/* 快速幂 */
function fastPow(x: number, n: number): number {
if (n === 0) {
return 1;
}
const half = fastPow(x, Math.floor(n / 2));
if (n % 2 === 0) {
return half * half;
}
return half * half * x;
}
```
=== "Dart"
```dart title="fast_power.dart"
/* 快速幂 */
int fastPow(int x, int n) {
if (n == 0) {
return 1;
}
int half = fastPow(x, n ~/ 2);
if (n % 2 == 0) {
return half * half;
}
return half * half * x;
}
```
=== "Rust"
```rust title="fast_power.rs"
/* 快速幂 */
fn fast_pow(x: i32, n: i32) -> i32 {
if n == 0 {
return 1;
}
let half = fast_pow(x, n / 2);
if n % 2 == 0 {
return half * half;
}
half * half * x
}
```
=== "C"
```c title="fast_power.c"
/* 快速幂 */
int fastPow(int x, int n) {
if (n == 0) {
return 1;
}
int half = fastPow(x, n / 2);
if (n % 2 == 0) {
return half * half;
}
return half * half * x;
}
```
=== "Kotlin"
```kotlin title="fast_power.kt"
/* 快速幂 */
fun fastPow(x: Int, n: Int): Int {
if (n == 0) {
return 1
}
val half = fastPow(x, n / 2)
if (n % 2 == 0) {
return half * half
}
return half * half * x
}
```
=== "Ruby"
```ruby title="fast_power.rb"
### 快速幂 ###
def fast_pow(x, n)
return 1 if n == 0
half = fast_pow(x, n / 2)
return half * half if n.even?
half * half * x
end
```
令 `x = 3`、`n = 5`,用这个函数计算:
<!-- numbered-subquestions -->
1. 递归调用时,参数 `n` 依次变成哪些值?
2. 从最深层开始返回时,各层依次返回什么值?
3. 为什么要先保存 `half`,而不是`fast_pow(x, n // 2)` 写两遍
3. 为什么要先把递归结果保存为 `half`,而不是在乘法两边各调用一次相同的子问题
??? success "参考答案"
@@ -54,7 +247,7 @@ def fast_pow(x, n):
2. `n = 0` 时返回 1`n = 1` 时返回 $1×1×3=3$
`n = 2` 时返回 $3×3=9$`n = 5` 时返回 $9×9×3=243$。
3. 如果`fast_pow(x, n // 2)` 在乘法两边各写一次,两次递归会计算完全相同的子问题
3. 如果在乘法两边各调用一次相同的子问题,两次递归会进行完全相同的计算
先把结果保存为 `half`,每层就只递归一次,递归深度约为 $\log n$;
调用两次会造成大量重复计算。