03000EE368052102 Pages: 2

Reg No.: Name:

Max. Marks: 100

ॐ ~ ‏ہی‎ ~ +>

10

11

12

13

2)
b)
a)
b)

APJ ABDUL KALAM TECHNOLOGICAL UNIVERSITY

Sixth Semester B.Tech Degree Regular and Supplementary Examination July 2021

Course Code: EE368
Course Name: SOFT COMPUTING

PARTA
Answer all questions, each carries 5 marks.
Illustrate how an Artificial neuron is related to a biological neuron.
Compare and contrast the different learning methods used in Neural Networks.
Describe the general structure of a fuzzy inference system with a neat block
diagram.
Extract the rule base structure identification in a fuzzy control system.
List out the main features of Genetic Algorithm.
Describe how neural nets can be utilized in Machine learning.
List out any five applications of SVM.
Interpret the efficacy of machine learning algorithm over manual approach in
knowledge acquisition.
PART ‏تا‎
‎Answer any two full questions, each carries 10 marks.
Discuss the various Soft computing constituents.
What is perceptron? Explain the delta rule for training the perceptron.
List out any four properties of fuzzy sets.
Discuss the different feedforward networks with diagrams.
Describe the different steps in back propagation algorithm with a flow chart
and relevant equations.
PART C
Answer any two full questions, each carries 10 marks.
Sketch the structure of an ANFIS model with two inputs and four fuzzy rules.
Describe each layer in detail.

Describe K means clustering with a suitable example.

Page 1 of 2

Duration: 3 Hours

Marks
(5)
(5)
(5)

(5)
(5)
(5)
(5)
(5)

(4)
(6)
(4)
(6)
(10)

(10)

(10)