Interview Questions on Tree Data Structure (C Language)
📘 Basic Tree Concepts – Short Answer Interview Questions
-
What is a tree data structure in C?
A hierarchical data structure with nodes connected by edges, where each node has a parent and zero or more children.
-
How is a tree node typically represented in C?
Using a structure with data and pointers to child nodes (for binary trees, left and right pointers).
-
What is the difference between a tree and a binary tree?
Binary trees restrict each node to at most two children (left and right).
-
What are the common tree traversal methods?
In-order, pre-order, post-order (DFS), and level-order (BFS) traversals.
-
What is the height of a tree?
The number of edges on the longest path from root to a leaf node.
-
How do you calculate the depth of a node?
Number of edges from the node to the tree's root.
-
What is a leaf node?
A node with no children.
-
What is a binary search tree (BST)?
A binary tree where left subtree contains only nodes with values less than the parent, and right subtree contains greater values.
-
What are the time complexities of BST operations?
Search/Insert/Delete: O(h) where h is tree height (O(log n) for balanced trees).
-
What is a complete binary tree?
A tree where all levels are completely filled except possibly the last, which is filled left to right.
-
What is a perfect binary tree?
A tree where all interior nodes have exactly two children and all leaves are at the same level.
-
How is a tree different from a graph?
Trees are acyclic connected graphs with exactly one path between any two nodes.
-
What is an AVL tree?
A self-balancing BST where heights of left and right subtrees differ by at most 1.
-
What is tree rotation?
An operation to change the structure of a tree while preserving the BST property, used in balancing.
-
How do you implement a tree in C without pointers?
Using arrays where indices represent parent-child relationships (heap implementation).
-
What is the maximum number of nodes at level 'l' in a binary tree?
2l nodes (for level 0 being the root).
-
What is a threaded binary tree?
A tree where null pointers are replaced with threads to other nodes for efficient traversal.
-
What is the advantage of using trees over arrays/linked lists?
Faster search (O(log n)) compared to O(n) in arrays/lists when balanced.
-
How do you delete a node from a BST?
Three cases: node with no children (simple delete), one child (replace with child), two children (replace with inorder successor/predecessor).
-
What is a trie (prefix tree)?
A tree-like structure for storing strings where each node represents a character prefix.
-
What is a B-tree?
A self-balancing tree data structure that maintains sorted data and allows searches, sequential access, insertions, and deletions in logarithmic time.
-
What is the difference between B-tree and binary tree?
B-trees can have more than two children per node and are optimized for disk storage systems.
-
What is a heap?
A complete binary tree where parent nodes satisfy heap property (min-heap or max-heap).
-
How do you represent a tree with more than two children per node?
Using an array of child pointers or a linked list of children in each node.
-
What is the time complexity to find the smallest element in a BST?
O(h) where h is tree height (O(log n) if balanced), found by traversing leftmost path.
-
What is the diameter of a tree?
The longest path between any two nodes in the tree.
-
What is a splay tree?
A self-adjusting BST where recently accessed elements are moved to the root for faster access.
-
What is a segment tree?
A tree data structure for storing intervals or segments, useful for range queries.
-
What is a Fenwick tree?
A data structure that can efficiently update elements and calculate prefix sums in a table of numbers.
-
What is the advantage of threaded binary trees?
Allows in-order traversal without recursion or stack, saving memory.
📗 Advanced Tree Concepts – Short Answer Interview Questions
-
How do you check if a binary tree is a BST?
Perform in-order traversal and verify sequence is sorted, or recursively check BST property at each node.
-
What is the time complexity of tree traversal algorithms?
O(n) for all traversals as each node is visited exactly once.
-
How do you balance a BST?
Using rotations (AVL) or restructuring operations (Red-Black trees).
-
What is a Red-Black tree?
A self-balancing BST with color properties on nodes ensuring O(log n) operations.
-
How do you find the lowest common ancestor (LCA) of two nodes?
For BST: use BST properties. For general trees: use parent pointers or recursive search.
-
What is the difference between B-tree and B+ tree?
B+ trees store data only in leaf nodes and have linked leaves for sequential access.
-
How do you serialize a binary tree?
Convert to string representation (e.g., pre-order with markers for null nodes).
-
What is Morris traversal?
An in-order traversal that uses threading to avoid recursion/stack (O(1) space).
-
How do you implement a priority queue using a heap?
Use max-heap for max-priority queue or min-heap for min-priority queue.
-
What is the time complexity of building a heap?
O(n) using bottom-up heap construction.
-
How do you find the kth smallest element in a BST?
In-order traversal until k elements are visited (O(k) time).
-
What is the advantage of B-trees for databases?
Minimizes disk I/O by having high branching factor and storing multiple keys per node.
-
How do you count the number of nodes in a complete binary tree without traversing?
Use the property that size = 2h+1-1 for perfect trees, adjust for complete trees.
-
What is the time complexity of finding the diameter of a tree?
O(n) using depth-first search.
-
How do you implement a trie in C?
Using a structure with child pointers (array or linked list) and an end-of-word marker.
-
What is the advantage of suffix trees?
Efficient for string operations like pattern matching, longest common substring, etc.
-
How do you find the maximum path sum in a binary tree?
Recursive approach calculating local and global maximum sums.
-
What is a Cartesian tree?
A binary tree derived from a sequence that is heap-ordered and maintains sequence order.
-
What are common applications of tree data structures?
File systems, databases, compilers (syntax trees), networking (routing trees), AI (decision trees).
-
How do you choose between different tree implementations?
Based on operations needed: BST for search, AVL/RB for guaranteed balance, B-tree for disk storage, etc.
Related Tree Resources