Download JNTUK (Jawaharlal Nehru Technological University Kakinada (JNTU kakinada)) M.Tech (ME is Master of Engineering) 2020 R19 EEE Artificial Intelligence Techniques Model Previous Question Paper
[M19 PS1106]
I M. Tech I Semester (R19) Regular Examinations
ARTIFICIAL INTELLIGENCE TECHNIQUES
(ELECTRICAL & ELECTRONICS ENGINEERING)
MODEL QUESTION PAPER
TIME: 3 Hrs. Max. Marks: 75 M
Answer ONE Question from EACH UNIT
All questions carry equal marks
*****
CO KL M
UNIT - I
1. a). Explain the need of Artificial intelligent systems in electrical engineering 4 K1 6
b). Explain different operations on fuzzy sets 1 K1 8
OR
2. a). Differentiate knowledge based learning from Statistical learning 4 K2 5
b). Discuss composition relation of Fuzzy sets with suitable example 1 K2 9
UNIT - II
3. a). Discuss varis membership functions in Fuzzy theory 1 K2 7
b). Explain in detail abt varis Fuzzy set relations. 1 K2 7
OR
4. Analyse how fuzzy logic is implemented for classification problem with suitable
example
1 K3 14
UNIT - III
5. Explain the training and classification process using discrete perceptron
classifier
2 K2 14
OR
6. Obtain tput equations and weight update equations for a 3-layer feed
forward neural network using Back propagation algorithm and also
discuss abt the limitations of Back propagation algorithm
2 K2 14
UNIT - IV
7. a). What is the basic principle involved in the operation of Genetic
Algorithm
3 K2 7
b). Discuss in detail abt varis methods involved in the reproduction
operation
3 K3 7
OR
8. a). With the help of flow chart explain the computational process of GA 3 K2 7
b). Write short notes on Single point cross over, Multi point cross over and
uniform cross over.
3 K2 7
UNIT - V
9. Design Fuzzy PID controller for Load frequency problem 4 K4 14
OR
10. a). Analyse how AI is applicable for speed control problem of DC motor 4 K4 10
b). List varis emerging topics where AI techniques are useful 4 K1 4
FirstRanker.com - FirstRanker's Choice
This post was last modified on 28 April 2020