Download PTU B.Tech 2020 March CSE-IT 7th and 8th Sem BTCS 911 Soft Computing Question Paper

FirstRanker.com

Roll No. ENEEEEEEEE Total No. of Pages : 02
Total No. of Questions : 18

--- Content provided by‍ FirstRanker.com ---

--- Content provided by‌ FirstRanker.com ---

INSTRUCTION TO CANDIDATES :

1. SECTION-A is COMPULSORY consisting of TEN questions carrying TWO marks each.
2. SECTION-B contains FIVE questions carrying FIVE marks each and students have to attempt any FOUR questions.
3. SECTION-C contains THREE questions carrying TEN marks each and students have to attempt any TWO questions.

SECTION-A

--- Content provided by​ FirstRanker.com ---

Write briefly :

1. Explain various constituents of soft computing:
2. What is hard computing?
3. What is a neural network?
4. What is pattern recognition system?

--- Content provided by⁠ FirstRanker.com ---

5. Explain perceptron learning.
6. What is adaptive resonance architecture?
7. What is a regression tree?
8. Explain intelligence with respect to flocks of birds.
9. Explain fuzzy relations.

--- Content provided by​ FirstRanker.com ---

10. Define Soft Computing.

FirstRanker.com

SECTION-B

11. Explain building block hypothesis and schema theorem.
12. Differentiate between ‘supervised learning’ and “unsupervised learning’.

--- Content provided by‌ FirstRanker.com ---

13. Explain various applications of neural networks in soft computing.
14. Discuss generation gap with respect to soft computing.
15. Explain swarm intelligence in detail.

SECTION-C

16. Explain the different learning rules with examples.

--- Content provided by FirstRanker.com ---

17. What is the use of genetic algorithm?
18. Explain in detail particle swarm optimization.

NOTE : Disclosure of Identity by writing Mobile No. or Making of passing request on any page of Answer Sheet will lead to UMC against the Student.

FirstRanker.com

--- Content provided by‌ FirstRanker.com ---