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Fix code, to pass test case #2214

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Jan 14, 2024
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21 changes: 11 additions & 10 deletions solution/1400-1499/1483.Kth Ancestor of a Tree Node/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -89,8 +89,8 @@ class TreeAncestor:
self.p = [[-1] * 18 for _ in range(n)]
for i, fa in enumerate(parent):
self.p[i][0] = fa
for i in range(n):
for j in range(1, 18):
for j in range(1, 18):
for i in range(n):
if self.p[i][j - 1] == -1:
continue
self.p[i][j] = self.p[self.p[i][j - 1]][j - 1]
Expand Down Expand Up @@ -125,8 +125,8 @@ class TreeAncestor {
for (int i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (int i = 0; i < n; ++i) {
for (int j = 1; j < 18; ++j) {
for (int j = 1; j < 18; ++j) {
for (int i = 0; i < n; ++i) {
if (p[i][j - 1] == -1) {
continue;
}
Expand Down Expand Up @@ -165,8 +165,8 @@ public:
for (int i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (int i = 0; i < n; ++i) {
for (int j = 1; j < 18; ++j) {
for (int j = 1; j < 18; ++j) {
for (int i = 0; i < n; ++i) {
if (p[i][j - 1] == -1) {
continue;
}
Expand Down Expand Up @@ -213,8 +213,8 @@ func Constructor(n int, parent []int) TreeAncestor {
p[i][j] = -1
}
}
for i := range p {
for j := 1; j < 18; j++ {
for j := 1; j < 18; j++ {
for i := range p {
if p[i][j-1] == -1 {
continue
}
Expand Down Expand Up @@ -246,6 +246,7 @@ func (this *TreeAncestor) GetKthAncestor(node int, k int) int {
### **TypeScript**

```ts
class TreeAncestor {
class TreeAncestor {
private p: number[][];

Expand All @@ -254,8 +255,8 @@ class TreeAncestor {
for (let i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (let i = 0; i < n; ++i) {
for (let j = 1; j < 18; ++j) {
for (let j = 1; j < 18; ++j) {
for (let i = 0; i < n; ++i) {
if (p[i][j - 1] === -1) {
continue;
}
Expand Down
42 changes: 32 additions & 10 deletions solution/1400-1499/1483.Kth Ancestor of a Tree Node/README_EN.md
Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,28 @@ treeAncestor.getKthAncestor(6, 3); // returns -1 because there is no such ancest

## Solutions

**Solution 1: Dynamic Programming + Binary Lifting**

The problem asks us to find the $k$-th ancestor node of a node $node$. If we solve it by brute force, we need to traverse upwards from $node$ for $k$ times, which has a time complexity of $O(k)$ and will obviously exceed the time limit.

We can use dynamic programming combined with the idea of binary lifting to handle this.

We define $p[i][j]$ as the $2^j$-th ancestor node of node $i$, i.e., the node reached by moving $2^j$ steps upwards from node $i$. Then we can get the state transition equation:

$$
p[i][j] = p[p[i][j-1]][j-1]
$$

That is, to find the $2^j$-th ancestor node of node $i$, we can first find the $2^{j-1}$-th ancestor node of node $i$, and then find the $2^{j-1}$-th ancestor node of this node. Therefore, we need to find the ancestor node of each node at a distance of $2^j$, until we reach the maximum height of the tree.

For each query later, we can decompose $k$ into its binary representation, and then according to the positions of $1$ in the binary, we accumulate the queries upwards, and finally get the $k$-th ancestor node of node $node$.

In terms of time complexity, the initialization is $O(n \times \log n)$, and the query is $O(\log n)$. The space complexity is $O(n \times \log n)$, where $n$ is the number of nodes in the tree.

Similar problems:

- [2836. Maximize Value of Function in a Ball Passing Game](/solution/2800-2899/2836.Maximize%20Value%20of%20Function%20in%20a%20Ball%20Passing%20Game/README_EN.md)

<!-- tabs:start -->

### **Python3**
Expand All @@ -55,8 +77,8 @@ class TreeAncestor:
self.p = [[-1] * 18 for _ in range(n)]
for i, fa in enumerate(parent):
self.p[i][0] = fa
for i in range(n):
for j in range(1, 18):
for j in range(1, 18):
for i in range(n):
if self.p[i][j - 1] == -1:
continue
self.p[i][j] = self.p[self.p[i][j - 1]][j - 1]
Expand Down Expand Up @@ -89,8 +111,8 @@ class TreeAncestor {
for (int i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (int i = 0; i < n; ++i) {
for (int j = 1; j < 18; ++j) {
for (int j = 1; j < 18; ++j) {
for (int i = 0; i < n; ++i) {
if (p[i][j - 1] == -1) {
continue;
}
Expand Down Expand Up @@ -129,8 +151,8 @@ public:
for (int i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (int i = 0; i < n; ++i) {
for (int j = 1; j < 18; ++j) {
for (int j = 1; j < 18; ++j) {
for (int i = 0; i < n; ++i) {
if (p[i][j - 1] == -1) {
continue;
}
Expand Down Expand Up @@ -177,8 +199,8 @@ func Constructor(n int, parent []int) TreeAncestor {
p[i][j] = -1
}
}
for i := range p {
for j := 1; j < 18; j++ {
for j := 1; j < 18; j++ {
for i := range p {
if p[i][j-1] == -1 {
continue
}
Expand Down Expand Up @@ -218,8 +240,8 @@ class TreeAncestor {
for (let i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (let i = 0; i < n; ++i) {
for (let j = 1; j < 18; ++j) {
for (let j = 1; j < 18; ++j) {
for (let i = 0; i < n; ++i) {
if (p[i][j - 1] === -1) {
continue;
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,8 @@ class TreeAncestor {
for (int i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (int i = 0; i < n; ++i) {
for (int j = 1; j < 18; ++j) {
for (int j = 1; j < 18; ++j) {
for (int i = 0; i < n; ++i) {
if (p[i][j - 1] == -1) {
continue;
}
Expand Down Expand Up @@ -35,4 +35,4 @@ class TreeAncestor {
* Your TreeAncestor object will be instantiated and called as such:
* TreeAncestor* obj = new TreeAncestor(n, parent);
* int param_1 = obj->getKthAncestor(node,k);
*/
*/
Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@ func Constructor(n int, parent []int) TreeAncestor {
p[i][j] = -1
}
}
for i := range p {
for j := 1; j < 18; j++ {
for j := 1; j < 18; j++ {
for i := range p {
if p[i][j-1] == -1 {
continue
}
Expand All @@ -37,4 +37,4 @@ func (this *TreeAncestor) GetKthAncestor(node int, k int) int {
* Your TreeAncestor object will be instantiated and called as such:
* obj := Constructor(n, parent);
* param_1 := obj.GetKthAncestor(node,k);
*/
*/
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@ public TreeAncestor(int n, int[] parent) {
for (int i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (int i = 0; i < n; ++i) {
for (int j = 1; j < 18; ++j) {
for (int j = 1; j < 18; ++j) {
for (int i = 0; i < n; ++i) {
if (p[i][j - 1] == -1) {
continue;
}
Expand All @@ -36,4 +36,4 @@ public int getKthAncestor(int node, int k) {
* Your TreeAncestor object will be instantiated and called as such:
* TreeAncestor obj = new TreeAncestor(n, parent);
* int param_1 = obj.getKthAncestor(node,k);
*/
*/
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@ def __init__(self, n: int, parent: List[int]):
self.p = [[-1] * 18 for _ in range(n)]
for i, fa in enumerate(parent):
self.p[i][0] = fa
for i in range(n):
for j in range(1, 18):
for j in range(1, 18):
for i in range(n):
if self.p[i][j - 1] == -1:
continue
self.p[i][j] = self.p[self.p[i][j - 1]][j - 1]
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -6,8 +6,8 @@ class TreeAncestor {
for (let i = 0; i < n; ++i) {
p[i][0] = parent[i];
}
for (let i = 0; i < n; ++i) {
for (let j = 1; j < 18; ++j) {
for (let j = 1; j < 18; ++j) {
for (let i = 0; i < n; ++i) {
if (p[i][j - 1] === -1) {
continue;
}
Expand Down