Wednesday, February 8, 2023

Dr. A.P.J. Abdul Kalam University MTECH II SEM (CTA) Advance Soft Computing [MTCTA201] June 2021 Question Paper

Dr. A.P.J. Abdul Kalam University

Master of Technology

Second Semester Examination, June-2021

Advance Soft Computing [MTCTA201]

Time: 3:00 Hrs Max Marks 70

Note: Attempt any five questions. All question carry equal marks.

Q.1 State fuzzy set operations and properties of fuzzy sets. Why the excluded

middle law does not get satisfied in fuzzy logic? With suitable examples,

explain how membership assignment is performed.

Q.2 Explain the architecture of a fuzzy logic controller and the steps involved in

designing a fuzzy controller with suitable example.

Q.3 State and explain the classifications of the parallel genetic algorithm.

Q.4 Explain the bucket brigade algorithm with example.

Q.5 Write the four activation functions of neurons. You are given the task of

identifying human gestures computationally. Which neuron learning

model will you use? Why?

Q.6 Describe a neural network that could be used to control the steering o f a

robotic car on a race track. How can it be tracked? With an application of

your choice?

Q.7 Explain the various stages of Fuzzy Controller. Include the block

diagram, fuzzy sets, membership functions that are being decided

upon, Fuzzy rule base.

Q.8 Write down at least one unique application area for each of the following

learning process:-

(i) Fuzzy logic (or) fuzzy control process

(ii) Neural network

(iii) Genetic algorithm 

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