Hall Ticket No Question Paper Code: BCS208
INSTITUTE OF AERONAUTICAL ENGINEERING
(Autonomous)
M.Tech II Semester End Examinations (Regular) July, 2017
Regulation: IARE-R16
SOFT COMPUTING
(Computer Science and Engineering)
Time: 3 Hours Max Marks: 70
Answer ONE Question from each Unit
All Questions Carry Equal Marks
All parts of the question must be answered in one place only
UNIT I
1. Explain architecture of simple artificial neural network in contrast with biological neuron.
For the network calculate weights and net input to output neuron

2. Explain perceptron learning rule with example.
Explain architecture of back propagation network with neat diagram.
UNIT II
3. Explain bidirectional associative memory with neat diagram.
Explain architecture of Hebb's network.
4. Explain the ADALINE model with neat diagram.
Explain in brief counter propagation networks.
UNIT III
5. Explain the properties of fuzzy sets.
Explain in detail fuzzy equivalence relation.
6. What are the various methods of membership value assignments?
What are the various operations on fuzzy relations.
UNIT IV
7. Explain in brief about the aggregation of fuzzy rules.
Discuss about Sugeno fuzzy model in detail.
8. Explain multi person decision making in brief.
Explain architecture and operation of FLC system.
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UNIT V
9. Explain the terms population and fitness.
What are the types of encoding in GA.
10. Explain in brief about mutation and flipping.
How are parallel GA's classified.Explain them in detail.