📜  在树中给定子树的DFS遍历中找到第K个节点

📅  最后修改于: 2021-04-24 21:28:43             🧑  作者: Mango

给定一棵具有N个节点以及两个整数KV的树。任务是在顶点V的DFS遍历中找到第K个节点。
考虑下面的树:

如果顶点V的DFS中的数字小于K,则打印“ -1”。

例子:

Input : Tree: Shown in above image, V = 3, K = 4
Output : 8

Input : Tree: Shown in above image, V = 7, K = 3
Output : -1

方法:让我们构造一个向量p :存储从顶点1开始的完整树的DFS遍历。令tin v为顶点p在向量p中的位置(向量p的大小,在此时刻,我们从顶点调用DFS的大小) V)和tout v是离开顶点V的子树后被推到向量的第一个顶点的位置(当我们从顶点V从DFS返回时,向量p的大小)。显然,顶点V的子树位于区间[tin v ,tout v )中。
因此,要在节点V的子树的DFS中找到第K个节点,我们将必须在间隔[tin v ,tout v )中返回第K个节点。

下面是上述方法的实现:

C++
// C++ program to find the Kth node in the
// DFS traversal of the subtree of given
// vertex V in a Tree
 
#include 
using namespace std;
#define N 100005
 
// To store nodes
int n;
vector tree[N];
 
// To store the current index of vertex in DFS
int currentIdx;
 
// To store the starting index and ending
// index of vertex in the DFS traversal array
vector startIdx, endIdx;
 
// To store the DFS of vertex 1
vector p;
 
// Function to add edge between two nodes
void Add_edge(int u, int v)
{
    tree[u].push_back(v);
    tree[v].push_back(u);
}
 
// Initialize the vectors
void intisalise()
{
    startIdx.resize(n);
    endIdx.resize(n);
    p.resize(n);
}
 
// Function to perform DFS of a vertex
// 1. stores the DFS of the vertex 1 in vector p,
// 2. store the start index of DFS of every vertex
// 3. store the end index of DFS of every vertex
void Dfs(int ch, int par)
{
    p[currentIdx] = ch;
 
    // store staring index of node ch
    startIdx[ch] = currentIdx++;
 
    for (auto c : tree[ch]) {
        if (c != par)
            Dfs(c, ch);
    }
 
    // store ending index
    endIdx[ch] = currentIdx - 1;
}
 
// Function to find the Kth node in DFS of vertex V
int findNode(int v, int k)
{
    k += startIdx[v] - 1;
 
    // check if kth number exits or not
    if (k <= endIdx[v])
        return p[k];
 
    return -1;
}
 
// Driver code
int main()
{
    // number of nodes
    n = 9;
 
    // add edges
    Add_edge(1, 2);
    Add_edge(1, 3);
    Add_edge(1, 4);
    Add_edge(3, 5);
    Add_edge(3, 7);
    Add_edge(5, 6);
    Add_edge(5, 8);
    Add_edge(7, 9);
 
    intisalise();
 
    // store DFS of 1st node
    Dfs(1, 0);
 
    int v = 3, k = 4;
 
    cout << findNode(v, k);
 
    return 0;
}


Java
// Java program to find the Kth node in the
// DFS traversal of the subtree of given
// vertex V in a Tree
import java.util.*;
 
class GFG{
     
static int N = 100005;
 
// To store nodes
static int n;
 
static ArrayList<
       ArrayList> tree = new ArrayList<>();
 
// To store the current index of vertex in DFS
static int currentIdx;
 
// To store the starting index and ending
// index of vertex in the DFS traversal array
static int[] startIdx;
static int[] endIdx;
 
// To store the DFS of vertex 1
static int[] p;
 
// Function to add edge between two nodes
static void Add_edge(int u, int v)
{
    tree.get(u).add(v);
    tree.get(v).add(u);
}
 
// Initialize the vectors
static void intisalise()
{
    startIdx = new int[n + 1];
    endIdx = new int[n + 1];
    p = new int[n + 1];
}
 
// Function to perform DFS of a vertex
// 1. stores the DFS of the vertex 1 in vector p,
// 2. store the start index of DFS of every vertex
// 3. store the end index of DFS of every vertex
static void Dfs(int ch, int par)
{
    p[currentIdx] = ch;
 
    // store staring index of node ch
    startIdx[ch] = currentIdx++;
 
    for(int c : tree.get(ch))
    {
        if (c != par)
            Dfs(c, ch);
    }
 
    // store ending index
    endIdx[ch] = currentIdx - 1;
}
 
// Function to find the Kth node
// in DFS of vertex V
static int findNode(int v, int k)
{
    k += startIdx[v] - 1;
 
    // Check if kth number exits or not
    if (k <= endIdx[v])
        return p[k];
 
    return -1;
}
 
// Driver code
public static void main(String[] args)
{
     
    // Number of nodes
    n = 9;
 
    for(int i = 0; i <= n; i++)
        tree.add(new ArrayList());
         
    // Add edges
    Add_edge(1, 2);
    Add_edge(1, 3);
    Add_edge(1, 4);
    Add_edge(3, 5);
    Add_edge(3, 7);
    Add_edge(5, 6);
    Add_edge(5, 8);
    Add_edge(7, 9);
 
    intisalise();
 
    // Store DFS of 1st node
    Dfs(1, 0);
 
    int v = 3, k = 4;
 
    System.out.println(findNode(v, k));
}
}
 
// This code is contributed by jrishabh99


Python3
# Python3 program to find the Kth node in the
# DFS traversal of the subtree of given
# vertex V in a Tree
N = 100005
 
n = 10
tree = [[]for i in range(N)]
 
# To store the current index of vertex in DFS
currentIdx = 0
 
# To store the starting index and ending
# index of vertex in the DFS traversal array
startIdx = [0 for i in range(n)]
endIdx = [0 for i in range(n)]
 
# To store the DFS of vertex 1
p = [0 for i in range(n)]
 
# Function to add edge between two nodes
def Add_edge(u, v):
    tree[u].append(v)
    tree[v].append(u)
 
# Initialize the vectors
def intisalise():
    pass
 
# Function to perform DFS of a vertex
# 1. stores the DFS of the vertex 1 in vector p,
# 2. store the start index of DFS of every vertex
# 3. store the end index of DFS of every vertex
def Dfs(ch, par):
    global currentIdx
 
    p[currentIdx] = ch
 
    # store staring index of node ch
    startIdx[ch] = currentIdx
    currentIdx += 1
 
    for c in tree[ch]:
        if (c != par):
            Dfs(c, ch)
 
    # store ending index
    endIdx[ch] = currentIdx - 1
 
# Function to find the Kth node in
# DFS of vertex V
def findNode(v, k):
 
    k += startIdx[v] - 1
 
    # check if kth number exits or not
    if (k <= endIdx[v]):
        return p[k]
 
    return -1
 
# Driver code
 
# number of nodes
n = 9
 
# add edges
Add_edge(1, 2)
Add_edge(1, 3)
Add_edge(1, 4)
Add_edge(3, 5)
Add_edge(3, 7)
Add_edge(5, 6)
Add_edge(5, 8)
Add_edge(7, 9)
 
intisalise()
 
# store DFS of 1st node
Dfs(1, 0)
 
v, k = 3, 4
 
print(findNode(v, k))
 
# This code is contributed by mohit kumar


C#
// C# program to find the Kth node in the
// DFS traversal of the subtree of given
// vertex V in a Tree
using System;
using System.Collections;
using System.Collections.Generic;
   
class GFG{
   
// To store nodes
static int n;
   
static ArrayList tree = new ArrayList();
   
// To store the current index of vertex in DFS
static int currentIdx;
   
// To store the starting index and ending
// index of vertex in the DFS traversal array
static int[] startIdx;
static int[] endIdx;
   
// To store the DFS of vertex 1
static int[] p;
   
// Function to add edge between two nodes
static void Add_edge(int u, int v)
{
    ((ArrayList)tree[u]).Add(v);
    ((ArrayList)tree[v]).Add(u);
}
   
// Initialize the vectors
static void intisalise()
{
    startIdx = new int[n + 1];
    endIdx = new int[n + 1];
    p = new int[n + 1];
}
   
// Function to perform DFS of a vertex
// 1. stores the DFS of the vertex 1 in vector p,
// 2. store the start index of DFS of every vertex
// 3. store the end index of DFS of every vertex
static void Dfs(int ch, int par)
{
    p[currentIdx] = ch;
   
    // store staring index of node ch
    startIdx[ch] = currentIdx++;
   
    foreach(int c in (ArrayList)tree[ch])
    {
        if (c != par)
            Dfs(c, ch);
    }
   
    // store ending index
    endIdx[ch] = currentIdx - 1;
}
   
// Function to find the Kth node 
// in DFS of vertex V
static int findNode(int v, int k)
{
    k += startIdx[v] - 1;
   
    // Check if kth number exits or not
    if (k <= endIdx[v])
        return p[k];
   
    return -1;
}
   
// Driver code
public static void Main(string[] args)
{
     
    // Number of nodes
    n = 9;
   
    for(int i = 0; i <= n; i++)
        tree.Add(new ArrayList());
           
    // Add edges
    Add_edge(1, 2);
    Add_edge(1, 3);
    Add_edge(1, 4);
    Add_edge(3, 5);
    Add_edge(3, 7);
    Add_edge(5, 6);
    Add_edge(5, 8);
    Add_edge(7, 9);
   
    intisalise();
   
    // Store DFS of 1st node
    Dfs(1, 0);
   
    int v = 3, k = 4;
   
    Console.Write(findNode(v, k));
}
}
 
// This code is contributed by rutvik_56


输出:
8