Assignments/Tutorial

Assignment-1 (CO-1 & CO-2)

1. What is knowledge? Explain why experts usually have detailed knowledge of a limited area of a specific domain. What do we mean by heuristic?

2. What are the fundamental characteristics of an expert system? What are the differences between expert systems and conventional programs?

3. Discuss various field of AI.

4. Explain Turing Test.

5. Explain different types of Machine Learning.

6. Explain Reinforcement Learning.

7. Write all Basic Research Problems in Machine Learning.

8. Explain Regression using supervised learning.

9. Discuss Clustering based unsupervised learning.

Assignment-2 (CO-3 & CO-4)

1. Explain expert system with example.

2. Give difference between Rule based and Knowledge based expert system.

3. Draw and Explain Forward Chaining and backward chaining.

4. Discuss Uncertainty management in rule-based expert systems.

5. Give Difference between classification and Regression.

6. Draw and explain support vector machine.

7. Explain logic Programming.

8. In detain explain any one unsupervised learning technique.

Assignment-3 (CO-5)

1. Discuss need of Fuzzy systems.

2. Write down all operations and properties of fuzzy relationship.

3. Explain membership function.

4. Explain process of Fuzzification.

5. Explain different Defuzzification methods.

6. Design Automotive Speed Controller using expert system with following specification.

a. speed(5 levels)

b. acceleration (3 levels)

c. distance to destination (3 levels)