BinaryTrees
Question 1 
An array of integers of size n can be converted into a heap by adjusting the heaps rooted at each internal node of the complete binary tree starting at the node ⌊(n  1) /2⌋, and doing this adjustment up to the root node (root node is at index 0) in the order ⌊(n  1)/2⌋, ⌊(n  3)/2⌋, ....., 0. The time required to construct a heap in this manner is
O(log n)  
O(n)  
O(n log log n)  
O(n log n) 
And we know that time complexity for building the heap is O(n).
Question 2 
The preorder traversal of a binary search tree is 15, 10, 12, 11, 20, 18, 16, 19.
Which one of the following is the postorder traversal of the tree?
20, 19, 18, 16, 15, 12, 11, 10  
11, 12, 10, 16, 19, 18, 20, 15
 
10, 11, 12, 15, 16, 18, 19, 20  
19, 16, 18, 20, 11, 12, 10, 15 
Postorder:
11, 12, 10, 16, 19, 18, 20, 15
Question 3 
What is the worst case time complexity of inserting n^{2} elements into an AVLtree with n elements initially?
θ(n^{4})
 
θ(n^{2})
 
θ(n^{3})  
θ(n^{2} log n) 
In question they asked about n^{2} elements.
So, In worst case it will take o(n^{2} log n) time.
Question 4 
In a balanced binary search tree with n elements, what is the worst case time complexity of reporting all elements in range [a,b]? Assume that the number of reported elements is k.
θ(n log k)  
θ(log n + k)  
θ(k log n)  
θ(log n) 
Time complexity of the above program is O(h + k) where h is the height of BST and k is the number of nodes in a given range.
Here h is log n, hence O(log n+k).
Question 5 
In the balanced binary tree in the below figure, how many nodes will become unbalanced when a node is inserted as a child of the node “g”?
1  
3  
7  
8 
a, b, c are going to unbalance.
Question 6 
Which of the following sequences denotes the post order traversal sequence of the tree of question 14?
f e g c d b a  
g c b d a f e  
g c d b f e a  
f e d g c b a 
Left → Right → Root
g c d b f e a
Question 7 
A binary search tree is generated by inserting in order the following integers:
50, 15, 62, 5, 20, 58, 91, 3, 8, 37, 60, 24
The number of nodes in the left subtree and right subtree of the root respectively is
(4, 7)  
(7, 4)  
(8, 3)  
(3, 8) 
So greater than 50 will be in right subtree of 50 and less than 50 in left subtree.
So, answer will be (7, 4).
Question 8 
A binary search tree contains the value 1, 2, 3, 4, 5, 6, 7, 8. The tree is traversed in preorder and the values are printed out. Which of the following sequences is a valid output?
5 3 1 2 4 7 8 6  
5 3 1 2 6 4 8 7  
5 3 2 4 1 6 7 8  
5 3 1 2 4 7 6 8 
Option D:
Let draw binary search tree for the given sequence,
After traversing through this tree we will get same sequence.
Question 9 
Which of the following statements is false?
A tree with a n nodes has (n – 1) edges  
A labeled rooted binary tree can be uniquely constructed given its postorder and preorder traversal results  
A complete binary tree with n internal nodes has (n + 1) leaves  
Both B and C 
D: The maximum no. of nodes in a binary tree of height h is 2^{h+1}  1.
h=2 ⇒ 2^{3}  1 ⇒ 7
Question 10 
Draw the binary tree with node labels a, b, c, d, e, f and g for which the inorder and postorder traversals result in the following sequences:
Inorder a f b c d g e Postorder a f c g e d b
Theory Explanation. 
Question 11 
Consider the following nested representation of binary trees: (X Y Z) indicates Y and Z are the left and right sub stress, respectively, of node X. Note that Y and Z may be NULL, or further nested. Which of the following represents a valid binary tree?
(1 2 (4 5 6 7))  
(1 (2 3 4) 5 6) 7)  
(1 (2 3 4) (5 6 7))  
(1 (2 3 NULL) (4 5)) 
(Proper Representation)
Question 12 
Let LASTPOST, LASTIN and LASTPRE denote the last vertex visited in a postorder, inorder and preorder traversal. Respectively, of a complete binary tree. Which of the following is always tree?
LASTIN = LASTPOST  
LASTIN = LASTPRE  
LASTPRE = LASTPOST  
None of the above 
But in case of complete binary last level need not to be full in that case LASTPRE is not equal to LASTIN.
Question 13 
Draw all binary trees having exactly three nodes labeled A, B and C on which Preorder traversal gives the sequence C, B, A.
Theory Explanation is given below. 
Total 5 binary trees are possible with the preorder C, B, A.
Question 14 
Consider the label sequences obtained by the following pairs of traversals on a labeled binary tree. Which of these pairs identify a tree uniquely?
(i) preorder and postorder (ii) inorder and postorder (iii) preorder and inorder (iv) level order and postorder
(i) only  
(ii), (iii)
 
(iii) only
 
(iv) only 
(i) Inorder and Preorder
(ii) Inorder and Postorder
(iii) Inorder and Levelorder
→ And following are do not
(i) Post order and Preorder
(ii) Pre order and Level order
(iii) Post order and Level order
Question 15 
Consider the following C program segment
struct CellNode { struct CelINode *leftchild; int element; struct CelINode *rightChild; } int Dosomething(struct CelINode *ptr) { int value = 0; if (ptr != NULL) { if (ptr>leftChild != NULL) value = 1 + DoSomething(ptr>leftChild); if (ptr>rightChild != NULL) value = max(value, 1 + DoSomething(ptr>rightChild)); } return (value); }
The value returned by the function DoSomething when a pointer to the root of a nonempty tree is passed as argument is
The number of leaf nodes in the tree  
The number of nodes in the tree  
The number of internal nodes in the tree  
The height of the tree 
→ So given that pointer to root of tree is passed to DoSomething ( ), it will return height of the tree. It is done when the height of single node is '0'.
Question 16 
A scheme for storing binary trees in an array X is as follows. Indexing of X starts at 1 instead of 0. The root is stored at X[1]. For a node stored at X[i], the left child, if any, is stored in X[2i] and the right child, if any, in X[2i+1]. To be able to store any binary tree on n vertices the minimum size of X should be.
log_{2}n  
n  
2n+1  
2^{n}1 
Note: Assume level numbers are start with 0.
Question 17 
What is the number of binary trees with 3 nodes which when traversed in postorder give the sequence A, B, C? Draw all these binary trees.
Theory Explanation. 
Question 18 
A rooted tree with 12 nodes has its nodes numbered 1 to 12 in preorder. When the tree is traversed in postorder, the nodes are visited in the order 3, 5, 4, 2, 7, 8, 6, 10, 11, 12, 9, 1.
Reconstruct the original tree from this information, that is, find the parent of each node, and show the tree diagrammatically.
Theory Explanation. 
Question 19 
Prove by the principal of mathematical induction that for any binary tree, in which every nonleaf node has 2 descendants, the number of leaves in the tree is one more than the number of nonleaf nodes.
Theory Explanation. 
Question 20 
When searching for the key value 60 in a binary search tree, nodes containing the key values 10, 20, 40, 50, 70 80, 90 are traversed, not necessarily in the order given. How many different orders are possible in which these key values can occur on the search path from the root to the node containing the value 60?
35  
64  
128  
5040 
Smaller values 90, 80 and 70 are visited in order
i.e., 7!/(4!3!) = 35
Question 21 
The following three are known to be the preorder, inorder and postorder sequences of a binary tree. But it is not known which is which.
MBCAFHPYK KAMCBYPFH MABCKYFPHPick the true statement from the following.
I and II are preorder and inorder sequences, respectively  
I and III are preorder and postorder sequences, respectively  
II is the inorder sequence, but nothing more can be said about the other two sequences  
II and III are the preorder and inorder sequences, respectively

So, out of the given sequence only I & II are having such kind of order, i.e., K at the beginning and at the last.
Therefore, II is the preorder and I is postorder and the sequence III will definitely be inorder.
Question 22 
A Binary Search Tree (BST) stores values in the range 37 to 573. Consider the following sequence of keys.
I. 81, 537, 102, 439, 285, 376, 305 II. 52, 97, 121, 195, 242, 381, 472 III. 142, 248, 520, 386, 345, 270, 307 IV. 550, 149, 507, 395, 463, 402, 270
Suppose the BST has been unsuccessfully searched for key 273. Which all of the above sequences list nodes in the order in which we could have encountered them in the search?
II and III only  
I and III only  
III and IV only  
III only 
Question 23 
A Binary Search Tree (BST) stores values in the range 37 to 573. Consider the following sequence of keys.
I. 81, 537, 102, 439, 285, 376, 305 II. 52, 97, 121, 195, 242, 381, 472 III. 142, 248, 520, 386, 345, 270, 307 IV. 550, 149, 507, 395, 463, 402, 270
Which of the following statements is TRUE?
I, II and IV are inorder sequences of three different BSTs  
I is a preorder sequence of some BST with 439 as the root  
II is an inorder sequence of some BST where 121 is the root and 52 is a leaf  
IV is a postorder sequence of some BST with 149 as the root 
B) False because if 439 is root then it should be first element in preorder.
C) This is correct.
D) False because if 149 is root, then it should be last element in postorder.
Question 24 
A Binary Search Tree (BST) stores values in the range 37 to 573. Consider the following sequence of keys.
I. 81, 537, 102, 439, 285, 376, 305 II. 52, 97, 121, 195, 242, 381, 472 III. 142, 248, 520, 386, 345, 270, 307 IV. 550, 149, 507, 395, 463, 402, 270
How many distinct BSTs can be constructed with 3 distinct keys?
4  
5  
6  
9 
^{2n}C_{n}/n+1 = ^{6}C_{3}/7 = 5
Question 25 
A binary tree with n > 1 nodes has n_{1}, n_{2} and n_{3} nodes of degree one, two and three respectively. The degree of a node is defined as the number of its neighbors. n_{3} can be expressed as
n_{1} + n_{2}  1  
n_{1}  2  
[((n_{1} + n_{2})/2)]  
n_{2}  1 
n_{1} = 3
n_{2} = 1
n_{3} = 1
So, option (B) satisfies.
Question 26 
A binary tree with n > 1 nodes has n_{1}, n_{2} and n_{3} nodes of degree one, two and three respectively. The degree of a node is defined as the number of its neighbors. Starting with the above tree, while there remains a node v of degree two in the tree, add an edge between the two neighbors of v and then remove v from the tree. How many edges will remain at the end of the process?
2 * n_{1} – 3  
n_{2} + 2 * n_{1} – 2  
n_{3} – n_{2}  
n_{2} + n_{1} – 2 
n_{1} = 3
n_{3} = 1
So, option (A) satisfies.
Question 27 
In a binary tree, the number of internal nodes of degree 1 is 5, and the number of internal nodes of degree 2 is 10. The number of leaf nodes in the binary tree is
10  
11  
12  
15 
No. of 1 degree nodes = 5
No. of 2 degree nodes = 10
Total no. of edges = (1*5) + (2*10) = 5 + 20 = 25
So, Total no. of edges = 25 + 1 = 26 (No. of nodes in a tree is 1 more than no. of edges)
Total no. of leaf nodes (node with 0 degree) = 26  5  10 = 11
Question 28 
Suppose that we have numbers between 1 and 100 in a binary search tree and want to search for the number 55. Which of the following sequences CANNOT be the sequence of nodes examined?
{10, 75, 64, 43, 60, 57, 55}  
{90, 12, 68, 34, 62, 45, 55}  
{9, 85, 47, 68, 43, 57, 55}  
{79, 14, 72, 56, 16, 53, 55} 
Question 29 
An array X of n distinct integers is interpreted as a complete binary tree. The index of the first element of the array is 0. The index of the parent of element X[i],i≠0 is?
⌊i/2⌋  
⌈(i1)/2⌉  
⌈i/2⌉  
⌈i/2⌉  1 
Question 30 
An array X of n distinct integers is interpreted as a complete binary tree. The index of the first element of the array is 0. If only the root node does not satisfy the heap property, the algorithm to convert the complete binary tree into a heap has the best asymptotic time complexity of
O(n)  
O(log n)  
O(n log n)  
O(n log log n) 
Question 31 
An array X of n distinct integers is interpreted as a complete binary tree. The index of the first element of the array is 0. If the root node is at level 0, the level of element X[i], i ≠ 0, is
⌊log_{2} i⌋  
⌈log_{2} (i + 1)⌉  
⌊log_{2} (i + 1)⌋  
⌈log_{2} i⌉ 
Question 32 
It is possible to construct a binary tree uniquely whose preorder and postorder traversals are given?
True  
False 
Question 33 
If the number of leaves in a tree is not a power of 2, then the tree is not a binary tree.
True  
False 
In the above binary tree, no. of leaves is 3, which is not the power of 2. Hence the given statement is false.
Question 34 
Choose the correct alternatives (More than one may be correct). The number of rooted binary trees with n nodes is,
Equal to the number of ways of multiplying (n+1) matrices.  
Equal to the number of ways of arranging n out of 2n distinct elements.  
Equal to n!  
Both (A) and (C). 
Here, both options A and C are true as option A corresponds to n multiply operations of (n+1) matrices, the no. of ways for this is again given by the n^{th} catalan number.
Question 35 
Choose the correct alternatives (More than one may be correct).
The total external path length, EPL, of a binary tree with n external nodes is, EPL = ∑_{w}Iw, where I_{w} is the path length of external node w),≤ n^{2} always.  
≥ n log_{2} n always.  
Equal to n^{2} always.  
O(n) for some special trees. 
It can be of 2 types:
1) Skewed tree.
2) Balanced binary tree or AVL tree.
We have to find external path length, i.e., leaf node.
We also know cost of external path = leaf node value + length of path
Now for balanced tree external path length = n × log n
But for skewed tree it will be O(n) only.
So, answer will be (D).