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Transcript
MINI-045
No. of Printed Pages : 2
M.Tech. IN ADVANCED INFORMATION
TECHNOLOGY - INTELLIGENT SYSTEMS AND
ROBOTICS (MTECHSR)
Term-End Examination
•rA
December, 2014
MINI-045 : APPLIED ARTIFICIAL INTELLIGENCE
Maximum Marks : 100
Time : 3 hours
Note :
(ii)
Section I is compulsory.
In Section II, attempt any five questions.
(iii)
Assume suitable data wherever required.
(iv)
Draw suitable sketches wherever required.
(v)
Italicized figures to the right indicate maximum
marks.
(i)
SECTION I
1. Explain the differences between crisp logic and
fuzzy logic on the basis of algorithms, problem
solving approach and applications where they
10+10+10
can be applied.
MINI-045
1
P.T.O.
SECTION II
2. (a) Draw and explain the working of biological
neuron.
7
(b) What are different types of learning ?
7
3. (a) Explain what kind of applications can be
benefited by applying neural network.
7
(b) What are the different A.I. techniques ?
7
4. (a) What are the shortcomings of single layer
perceptron ?
(b) Explain how fuzzy logic is used in control
systems.
5.
6.
7
Explain the various steps in applying fuzzy logic
with the help of a suitable example.
14
Explain backpropagation algorithm.
14
7. (a) What are heuristics ? Explain with a
suitable example.
(b) What are self-organizing maps ? Where are
they used ?
7
7
8. (a) To solve a particular problem, genetic
algorithms will be used. What is the
importance of chromosome in problem
representation ?
7
(b) Explain how Genetic Algorithms can be used
to find solutions to mathematical problems
where classical approach will be very
complicated.
7
MINI-045
2
500