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159 changes: 158 additions & 1 deletion solution/0900-0999/0964.Least Operators to Express Number/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -57,22 +57,179 @@

<!-- 这里可写通用的实现逻辑 -->

**方法一:记忆化搜索**

我们定义一个函数 $dfs(v)$,表示用 $x$ 凑成数字 $v$ 所需要的最少运算符数量。那么答案就是 $dfs(target)$。

函数 $dfs(v)$ 的执行逻辑如下:

如果 $x \geq v$,那么此时可以用 $v$ 个 $x / x$ 相加来得到 $v$,运算符数量为 $v \times 2 - 1$;也可以用 $x$ 减去 $(x - v)$ 个 $x / x$ 来得到 $v$,运算符数量为 $(x - v) \times 2$。取两者的最小值。

否则,我们从 $k=2$ 开始枚举 $x^k$,找到第一个 $x^k \geq v$ 的 $k$:

- 如果此时 $x^k - v \geq v$,那么只能先得到 $x^{k-1}$,然后再递归计算 $dfs(v - x^{k-1})$,此时运算符数量为 $k - 1 + dfs(v - x^{k-1})$;
- 如果此时 $x^k - v < v$,那么可以按照上面的方式得到 $v$,此时运算符数量为 $k - 1 + dfs(v - x^{k-1})$;也可以先得到 $x^k$,再递归计算 $dfs(x^k - v)$,此时运算符数量为 $k + dfs(x^k - v)$。取两者的最小值。

为了避免重复计算,我们使用记忆化搜索的方式实现 $dfs$ 函数。

时间复杂度 $O(\log_{x}{target})$,空间复杂度 $O(\log_{x}{target})$。

<!-- tabs:start -->

### **Python3**

<!-- 这里可写当前语言的特殊实现逻辑 -->

```python

class Solution:
def leastOpsExpressTarget(self, x: int, target: int) -> int:
@cache
def dfs(v: int) -> int:
if x >= v:
return min(v * 2 - 1, 2 * (x - v))
k = 2
while x**k < v:
k += 1
if x**k - v < v:
return min(k + dfs(x**k - v), k - 1 + dfs(v - x ** (k - 1)))
return k - 1 + dfs(v - x ** (k - 1))

return dfs(target)
```

### **Java**

<!-- 这里可写当前语言的特殊实现逻辑 -->

```java
class Solution {
private int x;
private Map<Integer, Integer> f = new HashMap<>();

public int leastOpsExpressTarget(int x, int target) {
this.x = x;
return dfs(target);
}

private int dfs(int v) {
if (x >= v) {
return Math.min(v * 2 - 1, 2 * (x - v));
}
if (f.containsKey(v)) {
return f.get(v);
}
int k = 2;
long y = (long) x * x;
while (y < v) {
y *= x;
++k;
}
int ans = k - 1 + dfs(v - (int) (y / x));
if (y - v < v) {
ans = Math.min(ans, k + dfs((int) y - v));
}
f.put(v, ans);
return ans;
}
}
```

### **C++**

```cpp
class Solution {
public:
int leastOpsExpressTarget(int x, int target) {
unordered_map<int, int> f;
function<int(int)> dfs = [&](int v) -> int {
if (x >= v) {
return min(v * 2 - 1, 2 * (x - v));
}
if (f.count(v)) {
return f[v];
}
int k = 2;
long long y = x * x;
while (y < v) {
y *= x;
++k;
}
int ans = k - 1 + dfs(v - y / x);
if (y - v < v) {
ans = min(ans, k + dfs(y - v));
}
f[v] = ans;
return ans;
};
return dfs(target);
}
};
```

### **Go**

```go
func leastOpsExpressTarget(x int, target int) int {
f := map[int]int{}
var dfs func(int) int
dfs = func(v int) int {
if x > v {
return min(v*2-1, 2*(x-v))
}
if val, ok := f[v]; ok {
return val
}
k := 2
y := x * x
for y < v {
y *= x
k++
}
ans := k - 1 + dfs(v-y/x)
if y-v < v {
ans = min(ans, k+dfs(y-v))
}
f[v] = ans
return ans
}
return dfs(target)
}

func min(a, b int) int {
if a < b {
return a
}
return b
}
```

### **TypeScript**

```ts
function leastOpsExpressTarget(x: number, target: number): number {
const f: Map<number, number> = new Map();
const dfs = (v: number): number => {
if (x > v) {
return Math.min(v * 2 - 1, 2 * (x - v));
}
if (f.has(v)) {
return f.get(v)!;
}
let k = 2;
let y = x * x;
while (y < v) {
y *= x;
++k;
}
let ans = k - 1 + dfs(v - Math.floor(y / x));
if (y - v < v) {
ans = Math.min(ans, k + dfs(y - v));
}
f.set(v, ans);
return ans;
};
return dfs(target);
}
```

### **...**
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -60,13 +60,153 @@ The expression contains 3 operations.
### **Python3**

```python

class Solution:
def leastOpsExpressTarget(self, x: int, target: int) -> int:
@cache
def dfs(v: int) -> int:
if x >= v:
return min(v * 2 - 1, 2 * (x - v))
k = 2
while x**k < v:
k += 1
if x**k - v < v:
return min(k + dfs(x**k - v), k - 1 + dfs(v - x ** (k - 1)))
return k - 1 + dfs(v - x ** (k - 1))

return dfs(target)
```

### **Java**

```java
class Solution {
private int x;
private Map<Integer, Integer> f = new HashMap<>();

public int leastOpsExpressTarget(int x, int target) {
this.x = x;
return dfs(target);
}

private int dfs(int v) {
if (x >= v) {
return Math.min(v * 2 - 1, 2 * (x - v));
}
if (f.containsKey(v)) {
return f.get(v);
}
int k = 2;
long y = (long) x * x;
while (y < v) {
y *= x;
++k;
}
int ans = k - 1 + dfs(v - (int) (y / x));
if (y - v < v) {
ans = Math.min(ans, k + dfs((int) y - v));
}
f.put(v, ans);
return ans;
}
}
```

### **C++**

```cpp
class Solution {
public:
int leastOpsExpressTarget(int x, int target) {
unordered_map<int, int> f;
function<int(int)> dfs = [&](int v) -> int {
if (x >= v) {
return min(v * 2 - 1, 2 * (x - v));
}
if (f.count(v)) {
return f[v];
}
int k = 2;
long long y = x * x;
while (y < v) {
y *= x;
++k;
}
int ans = k - 1 + dfs(v - y / x);
if (y - v < v) {
ans = min(ans, k + dfs(y - v));
}
f[v] = ans;
return ans;
};
return dfs(target);
}
};
```

### **Go**

```go
func leastOpsExpressTarget(x int, target int) int {
f := map[int]int{}
var dfs func(int) int
dfs = func(v int) int {
if x > v {
return min(v*2-1, 2*(x-v))
}
if val, ok := f[v]; ok {
return val
}
k := 2
y := x * x
for y < v {
y *= x
k++
}
ans := k - 1 + dfs(v-y/x)
if y-v < v {
ans = min(ans, k+dfs(y-v))
}
f[v] = ans
return ans
}
return dfs(target)
}

func min(a, b int) int {
if a < b {
return a
}
return b
}
```

### **TypeScript**

```ts
function leastOpsExpressTarget(x: number, target: number): number {
const f: Map<number, number> = new Map();
const dfs = (v: number): number => {
if (x > v) {
return Math.min(v * 2 - 1, 2 * (x - v));
}
if (f.has(v)) {
return f.get(v)!;
}
let k = 2;
let y = x * x;
while (y < v) {
y *= x;
++k;
}
let ans = k - 1 + dfs(v - Math.floor(y / x));
if (y - v < v) {
ans = Math.min(ans, k + dfs(y - v));
}
f.set(v, ans);
return ans;
};
return dfs(target);
}
```

### **...**
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
class Solution {
public:
int leastOpsExpressTarget(int x, int target) {
unordered_map<int, int> f;
function<int(int)> dfs = [&](int v) -> int {
if (x >= v) {
return min(v * 2 - 1, 2 * (x - v));
}
if (f.count(v)) {
return f[v];
}
int k = 2;
long long y = x * x;
while (y < v) {
y *= x;
++k;
}
int ans = k - 1 + dfs(v - y / x);
if (y - v < v) {
ans = min(ans, k + dfs(y - v));
}
f[v] = ans;
return ans;
};
return dfs(target);
}
};
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
func leastOpsExpressTarget(x int, target int) int {
f := map[int]int{}
var dfs func(int) int
dfs = func(v int) int {
if x > v {
return min(v*2-1, 2*(x-v))
}
if val, ok := f[v]; ok {
return val
}
k := 2
y := x * x
for y < v {
y *= x
k++
}
ans := k - 1 + dfs(v-y/x)
if y-v < v {
ans = min(ans, k+dfs(y-v))
}
f[v] = ans
return ans
}
return dfs(target)
}

func min(a, b int) int {
if a < b {
return a
}
return b
}
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