0
1.3kviews
Soft Computing Question Paper - May 17 - Information Technology (Semester 8) - Mumbai University (MU)
1 Answer
0
37views

Soft Computing - May 17

Information Technology (Semester 8)

Total marks: 80
Total time: 3 Hours
INSTRUCTIONS
(1) Question 1 is compulsory.
(2) Attempt any three from the remaining questions.
(3) Draw neat diagrams wherever necessary.

1.a. List different operators in GA. Explain any one in detail.
(5 marks) 00

1.b Define defuzzification? Discuss any two methods of assigning membership value.
(5 marks) 00

1.c Explain how ANN, Fuzzy Logic and GA can be combined for certain application.
(5 marks) 00

1.d Explain max-min and max-product composition with example.
(5 marks) 00

2.a Design Hebb net to implement logical AND function? Use inputs and targets.
(10 marks) 00

2.b How hybrid system is useful? Explain the concept of Neuro Fuzzy Hybrid system.
(10 marks) 00

3.a Explain error back propagation training algorithm with the help of flowchart.
(10 marks) 00

3.b Explain McCulloch Pitts neuron model with example.
(10 marks) 00

4.a What is neural network architecture? Explain logistic sigmoid function with example.
(10 marks) 00

4.b What is associative memory? Explain it types.
(10 marks) 00

5.a The characteristics of the laundry load (inputs) include: The actual weight, fabric types and amount of dirt. The washing parameters (outputs) include: amount of detergent, washing time, agitation, water level and temperature. The cleaner laundry, conserving water, and saving detergent, electricity, time and money needs controlling the above different parameters. Give the initial stage of designing a fuzzy control for a hypothetical washing machine.
(10 marks) 00

5.b Explain perceptron model with suitable examples.
(10 marks) 00

6.a Delta Learning Rule
(5 marks) 00

6.b Binary Hopfield Network
(5 marks) 00

6.c GA- Fuzzy system approach
(5 marks) 00

6.d Competitive Learning
(5 marks) 00

Please log in to add an answer.