- Given a binary tree, calculate sum of all nodes of a binary tree.
- Traverse the binary tree using level order traversal or breadth first search (bfs) algorithm.
- Accumulate sum at each level of a binary tree & we will get sum of all nodes.
Example: find sum of all nodes in a binary tree using java
The Level order traversal of binary tree shown in Fig 1 is as follows:
- Visit the Level 0 and find out sum at nodes at level o,
- Total Sum = 55 & Go to next level
- Visit the Level 1 and Sum at Level 1 = 90 (50 + 40).
- Total Sum = 55 + 90 = 145 & Go to next level
- Visit the Level 2 & Sum at Level 2 = 240 (25+80+45+90)
- Total Sum = 145 + 240 = 385. (Refer Fig 2)
Time complexity of algorithm is O(n).
Program: calculate sum of nodes in java using non recursive algorithm
1.) SumOfNodes Class:
- SumOfNodes class is responsible for calculating sum of all nodes in a binary tree using BFS algorithm.
package org.learn.Question; import java.util.LinkedList; import java.util.Queue; public class SumOfNodes { public static int sumOfNodes(Node root) { if (root == null) { System.out.println("Tree is empty"); return -1; } Queue<Node> queue = new LinkedList<Node>(); queue.offer(root); int totalSum = 0; while (!queue.isEmpty()) { Node node = queue.poll(); totalSum += node.data; if (node.left != null) { queue.offer(node.left); } if (node.right != null) { queue.offer(node.right); } } return totalSum; } }
2.) Node Class:
- Node class is representing the nodes of a binary tree.
package org.learn.Question; public class Node { public int data; public Node left; public Node right; public Node(int num) { this.data = num; this.left = null; this.right = null; } public Node() { this.left = null; this.right = null; } public static Node createNode(int number) { return new Node(number); } }
3.) App Class:
- We are creating the binary tree in main method.
- We are calling method of SumOfNodes class, to calculate the sum of all nodes using BFS algorithm.
package org.learn.Client; import org.learn.Question.Node; import org.learn.Question.SumOfNodes; public class App { public static void main(String[] args) { // root level 0 Node A = Node.createNode(55); // Level 1 Node B = Node.createNode(50); Node C = Node.createNode(40); // Level 2 Node D = Node.createNode(25); Node E = Node.createNode(80); Node F = Node.createNode(45); Node G = Node.createNode(90); // connect Level 0 and 1 A.left = B; A.right = C; // connect level 1 and level 2 B.left = D; B.right = E; C.left = F; C.right = G; int totalSum = SumOfNodes.sumOfNodes(A); System.out.println("Sum of nodes in a binary tree : " + totalSum); } }
Output: find sum of nodes in java using recursive algorithm
Sum of nodes in a binary tree : 385