Print all k-sum paths in a binary tree - GeeksforGeeks


Print all k-sum paths in a binary tree - GeeksforGeeks
A binary tree and a number k are given. Print every path in the tree with sum of the nodes in the path as k.
A path can start from any node and end at any node, i.e. they need not be root node and leaf node; and negative numbers can also be there in the tree.

The basic idea to solve the problem is to do a preorder traversal of the given tree. We also need a container (vector) to keep track of the path that led to that node. At each node we check if there are any path that sums to k, if any we print the path and proceed recursively to print each path.
http://hevi.info/interviews/print-all-k-sum-paths-in-a-binary-tree/
My approach is basic, first think about a Tree with root only, if its value is equal to the given value then it is a solution. Now lets add a left and a right node. In this case as we go deeper on the tree we need to look for;
  • starting from root, is the sum equals to the given value
  • starting from the left is the sum equals to the given value and same for right
Hard part is collecting the correct path information.
The BST in solution hold lower values on the left and BST may contain negative values.
The complexity of my solution is O(n^2) hope it is not a concern for you
void findSum(Integer originalSum, Integer sum,
             List<List<Integer>> result, List<Integer> currentList,
             Node node) {
 
    if (node == null) return;
 
    Integer nodeValue = node.value;
    currentList.add(nodeValue);
 
    if (Objects.equals(sum, nodeValue)) {
        List<Integer> resultL = new ArrayList(currentList);
        result.add(resultL);
    }
 
    findSum(originalSum, originalSum, result, new ArrayList(), node.right);
 
    findSum(originalSum, originalSum, result, new ArrayList(), node.left);
 
    int remaining = sum - nodeValue;
    findSum(originalSum, remaining, result, new ArrayList(currentList), node.left);
 
    findSum(originalSum, remaining, result, new ArrayList(currentList), node.right); 
}


void printKPathUtil(Node *root, vector<int>& path,
                                           int k)
{
    // empty node
    if (!root)
        return;
 
    // add current node to the path
    path.push_back(root->data);
 
    // check if there's any k sum path
    // in the left sub-tree.
    printKPathUtil(root->left, path, k);
 
    // check if there's any k sum path
    // in the right sub-tree.
    printKPathUtil(root->right, path, k);
 
    // check if there's any k sum path that
    // terminates at this node
    // Traverse the entire path as
    // there can be negative elements too
    int f = 0;
    for (int j=path.size()-1; j>=0; j--)
    {
        f += path[j];
 
        // If path sum is k, print the path
        if (f == k)
            printVector(path, j);
    }
 
    // Remove the current element from the path
    path.pop_back();
}
 
// A wrapper over printKPathUtil()
void printKPath(Node *root, int k)
{
    vector<int> path;
    printKPathUtil(root, path, k);
}

http://algorithms.tutorialhorizon.com/print-paths-in-binary-tree-with-sumx/
Given a binary tree and X, Print all the paths start­ing from root so that sum of all the nodes in path equals to a given num­ber.
public void hasPath(Node root, int sum, String path){
  if(root!=null){
    if(root.data>sum){ // if root is greater than Sum required, return
      return;
    }else{
      path+=" " + root.data; //add root to path
      sum=sum-root.data; // update the required sum
      if(sum==0){ //if sum required =0, means we have found the path
        System.out.println(path);
      }
      hasPath(root.left, sum, path);
      hasPath(root.right, sum, path);
    }
  }
http://www.geeksforgeeks.org/print-paths-root-specified-sum-binary-tree/
oid printPathsUtil(Node* curr_node, int sum,
             int sum_so_far, vector<int> &path)
{
    if (curr_node == NULL)
        return;
 
    // add the current node's value
    sum_so_far += curr_node->key;
 
    // add the value to path
    path.push_back(curr_node->key);
 
    // print the required path
    if (sum_so_far == sum )
    {
        cout << "Path found: ";
        for (int i=0; i<path.size(); i++)
            cout << path[i] << " ";
 
        cout << endl;
    }
 
    // if left child exists
    if (curr_node->left != NULL)
        printPathsUtil(curr_node->left, sum, sum_so_far, path);
 
    // if right child exists
    if (curr_node->right != NULL)
        printPathsUtil(curr_node->right, sum, sum_so_far, path);
 
 
    // Remove last element from path
    // and move back to parent
    path.pop_back();
}
Read full article from Print all k-sum paths in a binary tree - GeeksforGeeks

Labels

LeetCode (1432) GeeksforGeeks (1122) LeetCode - Review (1067) Review (882) Algorithm (668) to-do (609) Classic Algorithm (270) Google Interview (237) Classic Interview (222) Dynamic Programming (220) DP (186) Bit Algorithms (145) POJ (141) Math (137) Tree (132) LeetCode - Phone (129) EPI (122) Cracking Coding Interview (119) DFS (115) Difficult Algorithm (115) Lintcode (115) Different Solutions (110) Smart Algorithm (104) Binary Search (96) BFS (91) HackerRank (90) Binary Tree (86) Hard (79) Two Pointers (78) Stack (76) Company-Facebook (75) BST (72) Graph Algorithm (72) Time Complexity (69) Greedy Algorithm (68) Interval (63) Company - Google (62) Geometry Algorithm (61) Interview Corner (61) LeetCode - Extended (61) Union-Find (60) Trie (58) Advanced Data Structure (56) List (56) Priority Queue (53) Codility (52) ComProGuide (50) LeetCode Hard (50) Matrix (50) Bisection (48) Segment Tree (48) Sliding Window (48) USACO (46) Space Optimization (45) Company-Airbnb (41) Greedy (41) Mathematical Algorithm (41) Tree - Post-Order (41) ACM-ICPC (40) Algorithm Interview (40) Data Structure Design (40) Graph (40) Backtracking (39) Data Structure (39) Jobdu (39) Random (39) Codeforces (38) Knapsack (38) LeetCode - DP (38) Recursive Algorithm (38) String Algorithm (38) TopCoder (38) Sort (37) Introduction to Algorithms (36) Pre-Sort (36) Beauty of Programming (35) Must Known (34) Binary Search Tree (33) Follow Up (33) prismoskills (33) Palindrome (32) Permutation (31) Array (30) Google Code Jam (30) HDU (30) Array O(N) (29) Logic Thinking (29) Monotonic Stack (29) Puzzles (29) Code - Detail (27) Company-Zenefits (27) Microsoft 100 - July (27) Queue (27) Binary Indexed Trees (26) TreeMap (26) to-do-must (26) 1point3acres (25) GeeksQuiz (25) Merge Sort (25) Reverse Thinking (25) hihocoder (25) Company - LinkedIn (24) Hash (24) High Frequency (24) Summary (24) Divide and Conquer (23) Proof (23) Game Theory (22) Topological Sort (22) Lintcode - Review (21) Tree - Modification (21) Algorithm Game (20) CareerCup (20) Company - Twitter (20) DFS + Review (20) DP - Relation (20) Brain Teaser (19) DP - Tree (19) Left and Right Array (19) O(N) (19) Sweep Line (19) UVA (19) DP - Bit Masking (18) LeetCode - Thinking (18) KMP (17) LeetCode - TODO (17) Probabilities (17) Simulation (17) String Search (17) Codercareer (16) Company-Uber (16) Iterator (16) Number (16) O(1) Space (16) Shortest Path (16) itint5 (16) DFS+Cache (15) Dijkstra (15) Euclidean GCD (15) Heap (15) LeetCode - Hard (15) Majority (15) Number Theory (15) Rolling Hash (15) Tree Traversal (15) Brute Force (14) Bucket Sort (14) DP - Knapsack (14) DP - Probability (14) Difficult (14) Fast Power Algorithm (14) Pattern (14) Prefix Sum (14) TreeSet (14) Algorithm Videos (13) Amazon Interview (13) Basic Algorithm (13) Codechef (13) Combination (13) Computational Geometry (13) DP - Digit (13) LCA (13) LeetCode - DFS (13) Linked List (13) Long Increasing Sequence(LIS) (13) Math-Divisible (13) Reservoir Sampling (13) mitbbs (13) Algorithm - How To (12) Company - Microsoft (12) DP - Interval (12) DP - Multiple Relation (12) DP - Relation Optimization (12) LeetCode - Classic (12) Level Order Traversal (12) Prime (12) Pruning (12) Reconstruct Tree (12) Thinking (12) X Sum (12) AOJ (11) Bit Mask (11) Company-Snapchat (11) DP - Space Optimization (11) Dequeue (11) Graph DFS (11) MinMax (11) Miscs (11) Princeton (11) Quick Sort (11) Stack - Tree (11) 尺取法 (11) 挑战程序设计竞赛 (11) Coin Change (10) DFS+Backtracking (10) Facebook Hacker Cup (10) Fast Slow Pointers (10) HackerRank Easy (10) Interval Tree (10) Limited Range (10) Matrix - Traverse (10) Monotone Queue (10) SPOJ (10) Starting Point (10) States (10) Stock (10) Theory (10) Tutorialhorizon (10) Kadane - Extended (9) Mathblog (9) Max-Min Flow (9) Maze (9) Median (9) O(32N) (9) Quick Select (9) Stack Overflow (9) System Design (9) Tree - Conversion (9) Use XOR (9) Book Notes (8) Company-Amazon (8) DFS+BFS (8) DP - States (8) Expression (8) Longest Common Subsequence(LCS) (8) One Pass (8) Quadtrees (8) Traversal Once (8) Trie - Suffix (8) 穷竭搜索 (8) Algorithm Problem List (7) All Sub (7) Catalan Number (7) Cycle (7) DP - Cases (7) Facebook Interview (7) Fibonacci Numbers (7) Flood fill (7) Game Nim (7) Graph BFS (7) HackerRank Difficult (7) Hackerearth (7) Inversion (7) Kadane’s Algorithm (7) Manacher (7) Morris Traversal (7) Multiple Data Structures (7) Normalized Key (7) O(XN) (7) Radix Sort (7) Recursion (7) Sampling (7) Suffix Array (7) Tech-Queries (7) Tree - Serialization (7) Tree DP (7) Trie - Bit (7) 蓝桥杯 (7) Algorithm - Brain Teaser (6) BFS - Priority Queue (6) BFS - Unusual (6) Classic Data Structure Impl (6) DP - 2D (6) DP - Monotone Queue (6) DP - Unusual (6) DP-Space Optimization (6) Dutch Flag (6) How To (6) Interviewstreet (6) Knapsack - MultiplePack (6) Local MinMax (6) MST (6) Minimum Spanning Tree (6) Number - Reach (6) Parentheses (6) Pre-Sum (6) Probability (6) Programming Pearls (6) Rabin-Karp (6) Reverse (6) Scan from right (6) Schedule (6) Stream (6) Subset Sum (6) TSP (6) Xpost (6) n00tc0d3r (6) reddit (6) AI (5) Abbreviation (5) Anagram (5) Art Of Programming-July (5) Assumption (5) Bellman Ford (5) Big Data (5) Code - Solid (5) Code Kata (5) Codility-lessons (5) Coding (5) Company - WMware (5) Convex Hull (5) Crazyforcode (5) DFS - Multiple (5) DFS+DP (5) DP - Multi-Dimension (5) DP-Multiple Relation (5) Eulerian Cycle (5) Graph - Unusual (5) Graph Cycle (5) Hash Strategy (5) Immutability (5) Java (5) LogN (5) Manhattan Distance (5) Matrix Chain Multiplication (5) N Queens (5) Pre-Sort: Index (5) Quick Partition (5) Quora (5) Randomized Algorithms (5) Resources (5) Robot (5) SPFA(Shortest Path Faster Algorithm) (5) Shuffle (5) Sieve of Eratosthenes (5) Strongly Connected Components (5) Subarray Sum (5) Sudoku (5) Suffix Tree (5) Swap (5) Threaded (5) Tree - Creation (5) Warshall Floyd (5) Word Search (5) jiuzhang (5)

Popular Posts