Genetic Algorithms, Swarm Intelligence, and Expert Systems MCQs

1. What is a Genetic Algorithm (GA)?

a) A search heuristic inspired by natural selection. b) A type of database management system. c) A programming language for AI. d) A hardware component used in robotics.

2. Which of the following is a key operator in Genetic Algorithms?

a) Mutation. b) Selection. c) Crossover. d) All of the above.

3. What is the purpose of "fitness function" in Genetic Algorithms?

a) To evaluate the quality of a solution. b) To store the population data. c) To initialize the population. d) To visualize the results.

4. What is Swarm Intelligence?

a) A collective behavior of decentralized systems inspired by nature. b) A type of database management system. c) A programming language for AI. d) A hardware component used in robotics.

5. Which of the following is an example of Swarm Intelligence?

a) Ant Colony Optimization. b) Genetic Algorithm. c) Expert System. d) Neural Network.

6. What is an Expert System?

a) A computer system that emulates the decision-making ability of a human expert. b) A type of database management system. c) A programming language for AI. d) A hardware component used in robotics.

7. Which of the following is a key component of an Expert System?

a) Knowledge Base. b) Inference Engine. c) User Interface. d) All of the above.

8. What is the role of the "Inference Engine" in an Expert System?

a) To apply logical rules to the knowledge base to deduce new information. b) To store the knowledge base. c) To visualize the results. d) To initialize the system.

9. Which of the following is a limitation of Expert Systems?

a) They cannot learn from new data. b) They require extensive domain knowledge. c) They are expensive to develop. d) All of the above.

10. What is the primary goal of Swarm Intelligence?

a) To solve complex problems through collective behavior. b) To store large amounts of data. c) To develop hardware systems. d) To create expert systems.

Genetic Algorithms, Swarm Intelligence, and Expert Systems MCQs

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