XCSHA1 - AI -MCQ

Question 1

Which of the following is an example of an uninformed search algorithm?

Accepted Answer

Depth-First Search

Question 2

Which of these is NOT a local search algorithm?

Accepted Answer

Breadth-First Search

Question 3

Which Python library is commonly used for building Bayesian Networks?

Accepted Answer

pgmpy

Question 4

Which AI application involves enabling machines to understand human language?

Accepted Answer

Natural Language Processing

Question 5

Which of the following is NOT an AI paradigm?

Accepted Answer

Computational Biology

Question 6

Which of the following formalism is commonly used in planning?

Accepted Answer

Markov Decision Processes (MDPs)

Question 7

Who is considered the "Father of Artificial Intelligence"?

Accepted Answer

John McCarthy

Question 8

Which components are part of an MDP?

Accepted Answer

States, Actions, Transition Model, Rewards

Question 9

What is Ontological Engineering?

Accepted Answer

The study of creating and maintaining ontologies in AI.

Question 10

What is the purpose of conditional statements?

Accepted Answer

To execute code only if a specified condition is true.

Question 11

Which of the following is NOT a technique for Knowledge Representation?

Accepted Answer

Genetic Algorithms

Question 12

Which of these is NOT a common application of AI?

Accepted Answer

Manual Data Entry

Question 13

Which type of logic uses statements that are either true or false?

Accepted Answer

Propositional Logic

Question 14

Which of the following represents the probability of an event given another event has occurred?

Accepted Answer

Conditional Probability

Question 15

Which of these uninformed search algorithms explores the shallowest nodes first?

Accepted Answer

Breadth-First Search

Question 16

Which technique ensures that all constraints between two variables are satisfied in a CSP?

Accepted Answer

Arc Consistency

Question 17

Which is a common application of Markov Chains?

Accepted Answer

Weather prediction

Question 18

Which is a common application of Expert Systems?

Accepted Answer

Medical diagnosis

Question 19

Which factor influences Simulated Annealing’s acceptance of worse solutions?

Accepted Answer

Temperature parameter

Question 20

Which algorithm uses both actual cost (g(n)) and estimated cost to the goal (h(n))?

Accepted Answer

A* Algorithm

Question 21

Hill Climbing vs. Simulated Annealing: Which algorithm is better for escaping local maxima?

Accepted Answer

Simulated Annealing

Question 22

What is the first step in developing an algorithm?

Accepted Answer

Understanding the problem

Question 23

What is Artificial Intelligence?

Accepted Answer

A field of science capable of simulating human intelligence.

Question 24

Which of the following is NOT a key component of a Decision Network?

Accepted Answer

Hidden Nodes

Question 25

What is a Semantic Network?

Accepted Answer

A directed graph representing concepts and their relationships.

XCSHA1 - AI -MCQ

Questions 25

XCSHA1 - AI -MCQ

Questions 25