Maximum product of any path in given Binary Tree

Last Updated : 04 Nov, 2022

Given a binary tree of N nodes, the task is to find the maximum product of the elements of any path in the binary tree.

Note: A path starts from the root and ends at any leaf in the tree.

Examples:

Input:
4
/ \
2 8
/ \ / \
2 1 3 4

Output: 128
Explanation: Path in the given tree goes like {4, 8, 4} which gives the max score of 4 x 8 x 4 = 128.

Input:
10
/ \
7 5
\
1

Output: 70
Explanation: The path {10, 7} gives a score of 70 which is the maximum possible.

Approach: The idea to solve the problem is by using DFS traversal of a tree using recursion.

For every node recursively find the maximum product of left subtree and right subtree of that node and return the product of that value with the node’s data.

Follow the steps mentioned below to solve the problem

As the base Condition. If the root is NULL, simply return 1.
Call the recursive function for the left and right subtrees to get the maximum product from both the subtrees.
Return the value of the current node multiplied by the maximum product out of the left and right subtree as the answer of the current recursion.

Below is the implementation of the above approach.

C++

   // C++ code for the above approach:
 
#include <bits/stdc++.h>
using namespace std;
 
// Structure of a tree Node
struct Node {
    int data;
    Node* left;
    Node* right;
    Node(int val) { this->data = val; }
};
 
// Utility function to create a new Tree Node
long long findMaxScore(Node* root)
{
    // Base Condition
    if (root == 0)
        return 1;
 
    // max product path = root->data
    // multiplied by max of
    // max_product_path of left subtree
    // and max_product_path
    // of right subtree
    return root->data
           * max(findMaxScore(root->left),
                 findMaxScore(root->right));
}
 
// Driver Code
int main()
{
    Node* root = new Node(4);
    root->left = new Node(2);
    root->right = new Node(8);
    root->left->left = new Node(3);
    root->left->right = new Node(1);
    root->right->left = new Node(3);
    root->right->right = new Node(4);
 
    // Function call
    cout << findMaxScore(root) << endl;
    return 0;
}
 
  

Java

   // Java code for the above approach:
import java.util.*;
class GFG
{
 
  // Structure of a tree Node
  public static class Node {
    int data;
    Node left;
    Node right;
    Node(int val) { this.data = val; }
  }
 
  // Utility function to create a new Tree Node
  public static long findMaxScore(Node root)
  {
    // Base Condition
    if (root == null)
      return 1;
 
    // Mmax product path = root.data
    // multiplied by max of
    // max_product_path of left subtree
    // and max_product_path
    // of right subtree
    return root.data
      * Math.max(findMaxScore(root.left),
                 findMaxScore(root.right));
  }
 
  // Driver Code
  public static void main(String[] args)
  {
    Node root = new Node(4);
    root.left = new Node(2);
    root.right = new Node(8);
    root.left.left = new Node(3);
    root.left.right = new Node(1);
    root.right.left = new Node(3);
    root.right.right = new Node(4);
 
    // Function call
    System.out.println(findMaxScore(root));
  }
}
 
// This code is contributed by Taranpreet
 
  

Python3

   # Python code for the above approach
 
# Structure of a tree Node
class Node: 
    def __init__(self,d):
        self.data = d
        self.left = None
        self.right = None
 
# Utility function to create a new Tree Node
def findMaxScore(root):
 
    # Base Condition
    if (root == None):
        return 1
 
    # Mmax product path = root->data
    # multiplied by max of
    # max_product_path of left subtree
    # and max_product_path
    # of right subtree
    return root.data * max(findMaxScore(root.left),findMaxScore(root.right))
 
# Driver Code
root = Node(4)
root.left = Node(2)
root.right = Node(8)
root.left.left = Node(3)
root.left.right = Node(1)
root.right.left = Node(3)
root.right.right = Node(4)
 
# Function call
print(findMaxScore(root))
 
# This code is contributed by shinjanpatra
 
  

C#

   // C# code to implement the approach
using System;
 
class GFG
{
 
  // Structure of a tree Node
  public class Node {
    public int data;
    public Node left;
    public Node right;
    public Node(int val) { this.data = val; }
  }
 
  // Utility function to create a new Tree Node
  public static long findMaxScore(Node root)
  {
    // Base Condition
    if (root == null)
      return 1;
 
    // Mmax product path = root.data
    // multiplied by max of
    // max_product_path of left subtree
    // and max_product_path
    // of right subtree
    return root.data
      * Math.Max(findMaxScore(root.left),
                 findMaxScore(root.right));
  }
 
// Driver Code
public static void Main()
{
    Node root = new Node(4);
    root.left = new Node(2);
    root.right = new Node(8);
    root.left.left = new Node(3);
    root.left.right = new Node(1);
    root.right.left = new Node(3);
    root.right.right = new Node(4);
 
    // Function call
    Console.WriteLine(findMaxScore(root));
}
}
 
// This code is contributed by jana_sayantan.
 
  

Javascript

   <script>
       // JavaScript code for the above approach
 
       // Structure of a tree Node
       class Node 
       {
           constructor(d)
           {
               this.data = d;
               this.left = null;
               this.right = null;
           }
       };
 
       // Utility function to create a new Tree Node
       function findMaxScore(root) 
       {
        
           // Base Condition
           if (root == null)
               return 1;
 
           // Mmax product path = root->data
           // multiplied by max of
           // max_product_path of left subtree
           // and max_product_path
           // of right subtree
           return root.data
               * Math.max(findMaxScore(root.left),
                   findMaxScore(root.right));
       }
 
       // Driver Code
       let root = new Node(4);
       root.left = new Node(2);
       root.right = new Node(8);
       root.left.left = new Node(3);
       root.left.right = new Node(1);
       root.right.left = new Node(3);
       root.right.right = new Node(4);
 
       // Function call
       document.write(findMaxScore(root) + '<br>');
 
     // This code is contributed by Potta Lokesh
   </script>
 
  

Output

Time Complexity: O(N).
Auxiliary Space: O( Height of the tree)

Find the parent node of maximum product Siblings in given Binary Tree

ishankhandelwals

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Maximum product of any path in given Binary Tree

C++

Java

Python3

C#

Javascript

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