Subject 2018 Question Paper — Government College of Engineering and T…
The 2018 Subject previous year question paper (Government College of Engineering and Technology, Jammu), with every question and its marks.
- University: Government College of Engineering and Technology, Jammu
- Course: COMP. ENGG. (Soft Computing)
- Branch: COMP. ENGG.
- Year: 2018
- Paper: end-term
- Duration: 180 minutes
- Total marks: 100
Instructions
- There are eight question carrying 20 marks each.
- Attempt any five questions by selecting atleast 2 questions from each section.
Questions
SECTION - A
- Q1. (a) Draw and explain architectural graph of a multi layer perceptron with two hidden layers. (b) Differentiate the supervised and unsupervised learning. [20 marks]
- Q2. (a) Differentiate between biological neuron and artificial neuron on the basis of structure and function of a single neuron. (b) Explain Mcclulloch and Pitt's model. [20 marks]
- Q3. (a) Explain Associative Memory and its models? (b) Explain the significance of hidden layer. How it is useful in pattern recognition and Control problem? [20 marks]
- Q4. (a) What is interpolative mode of counter propagation network? (b) Explain the limitation of back propagation learning. Describe the Boltzmann machine. [20 marks]
SECTION - B
- Q5. Write a note on : (a) Fuzzy Reasoning. (b) Fuzzy Matrices. (c) Fuzzy Functions. (d) Fuzzy Decision Making. [20 marks]
- Q6. (a) Explain binary encoding for knapsack problem in detail. (b) How Genetic Algorithm is different from traditional algorithms? [20 marks]
- Q7. Explain Genetic Algorithm in term of individual, gene, fitness, population, encoding selection, crossover, mutation. [20 marks]
- Q8. What is FIS? Discuss Rule based structure identification? [20 marks]