Artificial Intelligence MCQs with Answers
Practice important Artificial Intelligence MCQs with answers and explanations.
Multiple Choice Questions
Q381: Which Genetic Algorithm step involves selecting the best individuals for crossover?
- A: Evaluation
- B: Initialization
- C: Selection
- D: Mutation
View Answer
C
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
View Answer
A
Q383: Which operation in Genetic Algorithm combines parts of two individuals to create new ones?
- A: Mutation
- B: Crossover
- C: Selection
- D: Evaluation
View Answer
B
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
View Answer
A
Q385: How many candidate solutions are created after swapping tails in crossover?
- A: 2
- B: 4
- C: 8
- D: 16
View Answer
B
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
View Answer
A
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
View Answer
D
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
View Answer
A
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
View Answer
A
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
View Answer
A