Data Structures and Algorithms MCQs | STS IBA FPSC BPSC SPSC PPSC Mcqs Test Preparation

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Which data structure is used to implement a LRU (Least Recently Used) cache?

A. Doubly Linked List and Hash Map
B. Binary Search Tree
C. Stack
D. Queue

Answer: Doubly Linked List and Hash Map

What is the average-case time complexity of selection sort?

A. O(n^2)
B. O(n log n)
C. O(n)
D. O(log n)

Answer: O(n^2)

Which algorithm is used to find the shortest path between all pairs of nodes in a graph?

A. Floyd-Warshall Algorithm
B. Dijkstra's Algorithm
C. Bellman-Ford Algorithm
D. Kruskal's Algorithm

Answer: Floyd-Warshall Algorithm

What is the time complexity of a binary search on a sorted array?

A. O(log n)
B. O(n)
C. O(n log n)
D. O(1)

Answer: O(log n)

In which data structure is the ‘peek’ operation used?

A. Stack
B. Queue
C. Priority Queue
D. Hash Table

Answer: Stack

Which problem-solving technique involves making the locally optimal choice at each step with the hope of finding a global optimum?

A. Greedy Algorithm
B. Dynamic Programming
C. Divide and Conquer
D. Backtracking

Answer: Greedy Algorithm

What is the space complexity of the depth-first search algorithm on a graph with `V` vertices?

A. O(V)
B. O(E)
C. O(V + E)
D. O(V^2)

Answer: O(V)

Which algorithm is used to solve the problem of finding the shortest path in a weighted graph with non-negative weights?

A. Dijkstra's Algorithm
B. Bellman-Ford Algorithm
C. Floyd-Warshall Algorithm
D. Kruskal's Algorithm

Answer: Dijkstra's Algorithm

What is the average-case time complexity of finding an element in a balanced binary search tree?

A. O(log n)
B. O(n)
C. O(n log n)
D. O(1)

Answer: O(log n)