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a)

b)
a)
b)

Answer any two full questions, each carries10 marks.

F192140

PART C

Pages:2

Draw the structure of an Adaptive Neuro Fuzzy Inference System (ANFIS) (10)

model for the following fuzzy rules.

1

= அ

IF x IS SMALL AND y IS TALL THEN 7 IS a;x+biy
IF x IS SMALL AND y IS SHORT THE 2 15 3+7
IF x IS BIG AND 9 IS TALL THEN z IS a3x+b3y

IF x IS BIG AND y IS SHORT THEN 7 15 agx+byy

where x and y are input variables and z is the output function.

Explain k-mean data clustering algorithm with flow chart. Give one simple (10)

example and illustrate the same.

Sketch the structure of MANFIS and CANFIS and explain the features.

N

Mention different types of crossover operations and compare them.

Briefly explain how the neural networks are utilised in machine learning?

Answer any two full questions, each carries 10 marks.
Write short notes on the following related to genetic algorithm.

Premature Convergence
Roulette wheel Selection

Search space

PART D

(10)

(6)

(4)
(5)

With an example explain the concepts of Support Vector Machines .What is the (5)

major advantage of SVM, when used for classification?

Describe the steps involved in solving an optimisation problem using simple (10)

Genetic Algorithm. Illustrate the steps with a suitable simple example.

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