Download GTU BE/B.Tech 2019 Winter 7th Sem Old 173101 Soft Computing Question Paper

Download GTU (Gujarat Technological University) BE/BTech (Bachelor of Engineering / Bachelor of Technology) 2019 Winter 7th Sem Old 173101 Soft Computing Previous Question Paper

1
Seat No.: ________ Enrolment No.___________

GUJARAT TECHNOLOGICAL UNIVERSITY

BE - SEMESTER ?VII (Old) EXAMINATION ? WINTER 2019
Subject Code: 173101 Date: 03/12/2019

Subject Name: Soft Computing
Time: 10:30 AM TO 01:00 PM Total Marks: 70

Instructions:
1. Attempt all questions.
2. Make suitable assumptions wherever necessary.
3. Figures to the right indicate full marks.

Q.1 (a) Define Soft computing. Explain its importance. How is Soft computing different
from Hard Computing?
07
(b) Discuss back propagation networks in detail with neat sketches. 07

Q.2 (a) Discuss various fuzzy set operations with appropriate examples. 07
(b) Compare Supervised and Unsupervised learning. 07
OR
(b) What is genetic algorithm? How it is different from traditional algorithm. 07

Q.3 (a) Explain soft computing characteristics. 07
(b) Explain the working of artificial neuron and explain how it differs from
biological neuron.
07
OR
Q.3 (a) Write a short note on rough set theory. 07
(b) Explain working of competitive leaning. Discuss its limitations. 07

Q.4 (a) Describe learning vector quantization with suitable example. 07
(b) Explain Reproduction method in GA. 07
OR
Q.4 (a) Write a brief note on Kohenen?s self-Organizing networks. 07
(b) Explain printed Character Recognition. 07

Q.5 (a) What is Defuzzification? Describe any two methods of Defuzzification. 07
(b) Elaborate Adaptive Neuro ? Fuzzy Inference System with neat sketches. 07
OR

Q.5 (a) Explain ANFIS Architecture. 07
(b) Explain Hebbian Learning in detail. 07

*************
FirstRanker.com - FirstRanker's Choice