Artificial Intelligence MCQs with Answers
Practice important Artificial Intelligence MCQs with answers and explanations.
Chapter: 13
Q381:
Which Genetic Algorithm step involves selecting the best individuals for crossover?
A. Evaluation
B. Initialization
C. Selection
D. Mutation
Correct Answer:
C
Chapter: 13
Q382:
What is the main purpose of mutation in Genetic Algorithms?
A. Introduce randomness in solution
B. Select best candidates
C. Evaluate fitness
D. Perform crossover
Correct Answer:
A
Chapter: 13
Q383:
Which operation in Genetic Algorithm combines parts of two individuals to create new ones?
A. Mutation
B. Crossover
C. Selection
D. Evaluation
Correct Answer:
B
Chapter: 13
Q384:
The process of repeating mutation, crossover, and selection continues until what is reached?
A. Required fitness level
B. Maximum population size
C. Maximum number of bits flipped
D. Initial population size
Correct Answer:
A
Chapter: 13
Q385:
How many candidate solutions are created after swapping tails in crossover?
A. 2
B. 4
C. 8
D. 16
Correct Answer:
B
Chapter: 13
Q386:
In the Eight Queens Problem GA approach, what does each digit in the individual’s representation specify?
A. Row of queen in a column
B. Column of queen in a row
C. Number of queens attacking
D. Fitness score of individual
Correct Answer:
A
Chapter: 13
Q387:
Which of the following is NOT an example of an application field of Genetic Algorithms?
A. Robotics
B. Market Strategies
C. Industrial Optimization
D. Traditional Sorting Algorithms
Correct Answer:
D
Chapter: 13
Q388:
What is usually used to stop the GA process after a certain time?
A. Upper limit on iterations
B. Number of queens on board
C. Number of columns in chessboard
D. Number of crossover points
Correct Answer:
A
Chapter: 13
Q389:
Which of the following is a step in the GA process for the Eight Queens Problem?
A. Initialize population
B. Flip all bits
C. Remove queens randomly
D. Add more columns
Correct Answer:
A
Chapter: 13
Q390:
What do green arrows in the GA example diagram indicate?
A. Queens that can attack none
B. Queens that are attacking
C. Queens that are removed
D. Queens that are misplaced
Correct Answer:
A
Chapter: 13
Q391:
Fill in the blank: The Eight Queens Problem is an example of a problem solved using ________.
A. Genetic Algorithm
B. Linear Programming
C. Dynamic Programming
D. Brute Force
Correct Answer:
A
Chapter: 13
Q392:
Which of the following is a required component to define a GA solution for the Eight Queens Problem?
A. Representation
B. Chessboard color scheme
C. Number of players
D. Number of moves
Correct Answer:
A
Chapter: 13
Q393:
Fill in the blank: In GA, the ________ function rates how good each solution is.
A. Fitness
B. Mutation
C. Selection
D. Crossover
Correct Answer:
A
Chapter: 13
Q394:
What happens during the crossover step in GA?
A. Swapping tails of two individuals
B. Flipping bits randomly
C. Selecting best individuals
D. Evaluating fitness
Correct Answer:
A
Chapter: 13
Q395:
Fill in the blank: The initial population in GA consists of a set of _______.
A. Candidate solutions
B. Chess pieces
C. Fitness scores
D. Board attacks
Correct Answer:
A
Chapter: 13
Q396:
What do we call the stopping condition where no better individual can be found in GA?
A. Exit criteria
B. Mutation threshold
C. Crossover limit
D. Fitness initialization
Correct Answer:
A
Chapter: 13
Q397:
Which GA operation involves evaluating each individual’s quality or suitability?
A. Initialization
B. Fitness evaluation
C. Mutation
D. Crossover
Correct Answer:
B
Chapter: 14
Q398:
What are the main components of the AI Cycle?
A. Perception, Learning, Planning, Execution
B. Planning, Reasoning, Data, Storage
C. Memory, CPU, Output, Input
D. Structure, Function, Output, Storage
Correct Answer:
A
Chapter: 14
Q399:
Which component allows an AI system to understand its environment?
A. Reasoning
B. Execution
C. Perception
D. Planning
Correct Answer:
C
Chapter: 14
Q400:
Which of the following is NOT a component of the AI cycle?
A. Perception
B. Storage
C. Planning
D. Execution
Correct Answer:
B