Download PTU M.Tech. CSE 2nd Semester 76056 SOFT COMPUTING Question Paper

Download PTU. I.K. Gujral Punjab Technical University (IKGPTU) M.Tech. CSE 2nd Semester 76056 SOFT COMPUTING Question Paper.

1 | M-76056 (S35)-847

Roll No. Total No. of Pages : 01
Total No. of Questions : 08
M.Tech. (CSE Engg.) (2018 Batch) (Sem.?2)
SOFT COMPUTING
Subject Code : MTCS-202-18
M.Code : 76056
Time : 3 Hrs. Max. Marks : 60

INSTRUCTIONS TO CANDIDATES :
1.Attempt any FIVE questions out of EIGHT questions.
2.Each question carries TWELVE marks.

Q1 a) What is soft computing? Give its applications with example.
b) What is the difference between computational intelligence and artificial intelligence?
Q2 a) Discuss the basic concept of Fuzzy set theory.
b) Explain the Insertion, Union and Complement Fuzzy set operations.
Q3 a) What is fuzzy reasoning in artificial intelligence?
b) Explain the Inference Mechanism in Fuzzy rule based system.
Q4 a) Write the steps of training the Artificial Neural Networks.
b) Discuss recent advances in neural networks.
Q5 a) How can a neural network be used for supervised learning?
b) Write a short note on Adaptive resonance architecture.
Q6 a) Write the role of machine learning in knowledge acquisition.
b) Discuss the basic principle of Genetic Algorithm? How this method can be used in
Machine Learning?
Q7 a) Write a Python Program to find factorial of given number?
b) Give the steps of using MATLAB to find the solutions using mathematical notation.
Q8 What is the role of Deep Learning in computer science? What are the prerequisites for
starting out in Deep Learning?

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.
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