Dr. A.P.J. Abdul Kalam University MTECH II SEM (CSE) Advance Soft Computing [MTCSE204] June 2021 Question Paper

Dr. A.P.J. Abdul Kalam University

Master of Technology

Second Semester Examination, June-2021

Advance Soft Computing [MTCSE204]

Time: 3:00 Hrs. Max Marks 70

Note : Attempt any five questions out of eight.

All question carry equal marks.

Q.1 What are the various Tools and Techniques useful for soft computing? Write

the Applications of Soft computing.

Q.1 Give a detailed description of various Artificial Neural network architectures

and also explain various learning techniques.

Q.1 Explain in detail Unsupervised Learning Neural Networks and Supervised

Learning Neural Networks with example.

Q.1 Write the Back Propagation Algorithms. Discuss the Convergence issues in

the back propagation algorithms.

Q.1 Explain Adaptive Resonance Theory in detail. Write their Applications.

Q.1 Define Genetic Algorithms. Explain the various Operators of GA.

Q.1 Difference between Traditional Algorithms and Genetic Algorithm. Write

applications of Genetic Algorithm. State the importance of genetic

algorithm.

Q.1 Give a detailed description of Operations on Fuzzy Sets. Explain Fuzzy

Logic in detail. Give its Applications.

Q.1 Write Short notes on the following:-

(a) Rough Sets.

(b) Decision Tables and their Applications.

(c) Neural-Network-Based Fuzzy Systems.

(d) Genetic Algorithms for Neural Network

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