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: Soft Computing
- Branch: COMPUTER ENGINEERING
- Year: 2018
- Paper: end-term
- Duration: 180 minutes
- Total marks: 100
Instructions
- Attempt five questions in all selecting at least two questions from each Section.
- Each question carries 20 marks.
Questions
SECTION A
- QQ.1. (a) State and discuss various learning rules in Neural Network. (12) (b) Using Mc-Culloch Pitts neuron, implement a bipolar AND function. Assume the initial weights to be [11] (08) [20 marks]
- QQ.2. (a) Differentiate between biological neuron and artificial neuron structure on the basis of structure and function of a single neuron. (10) (b) Explain Mc-Culloch and Pitt's Model with suitable example (10) [20 marks]
- QQ.3. (a) Explain back propagation algorithm (10) (b) Discuss and explain Multilayer Perceptron problem (10) [20 marks]
- QQ.4. (a) What are basic learning laws? Discuss Delta Law in detail with suitable example (10) (b) Explain the Hebb rule training algorithm used in pattern association (10) [20 marks]
SECTION B
- QQ.5. (a) Discuss various operations as union, intersection, complement and difference in crisp sets. Chalk them out again in fuzzy world (10) (b) Discuss with example fuzzy rule based system (10) [20 marks]
- QQ.6. (a) List the activation function used in BAM net . Also discuss how are weights determined in a discreet BAM (20) [20 marks]
- QQ.7. (a) Discuss adaptive network based on fuzzy interface system (08) (b) Write short note on data clustering algorithm and its application (12) [20 marks]
- QQ.8. (a) Discuss with flow chart the procedure of Genetic Algorithm (12) (b) Write short note on (i) Fitness function (ii) tree encoding (08) [20 marks]