15-01-2014, 04:42 PM
Model Test Paper -I Soft Computing
1. (a) Discuss different type of production system .what is the characteristics of
production
system?
2. (b) Write short note on natural Language processing?
OR
(a) Explain monotonic and non-monotonic reasoning with example .Compare them
giving
advantages and drawback of each.
(b) Write short note on Frames with example.
3. (a) Differentiate between biological neuron and artificial neuron on the basis of
structure and
function of a single neuron.
(b) Explain Mc Culloch and Pitt’s model.
OR
(a) Write short note on ADALINE and MEDALINE.
(b) Write short note on AI vs ANN.
4. (a) Explain the architecture and working of counter propagation network in
interpolative mode.
(b) Explain the signification of hidden layer. How it is useful in pattern recognition and
control
problem?
5. (a) With suitable block diagram, explain the working principle of FIS.
(b) What is the different property of fuzzy sets?
OR
(a) Define Crisp sets with its fundamental concept.
(b) Mention the operation performed on crisp relation.
6. (a) Discuss the following –
(i) Permutation Encoding
(ii) Value Encoding
(iii) Tree Encoding
(b) Explain MLP problem with linear activation function.
OR
(a) What are the application of genetic algorithm?
(b) Write short on–
(i) NETTALK
(ii) Specific heat methods
(iii) Neocognitron