I M. Tech I Semester (R19) Regular Examinations
[M19 PS1106]
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ARTIFICIAL INTELLIGENCE TECHNIQUES
(ELECTRICAL & ELECTRONICS ENGINEERING)
MODEL QUESTION PAPER
TIME: 3 Hrs. Max. Marks: 75
Answer ONE Question from EACH UNIT
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All questions carry equal marks
UNIT -1
- a). Explain the need of Artificial intelligent systems in electrical engineering (4 Marks)
b). Explain different operations on fuzzy sets (10 Marks)--- Content provided by FirstRanker.com ---
OR
a). Differentiate knowledge based learning from Statistical learning (5 Marks)
b). Discuss composition relation of Fuzzy sets with suitable example (9 Marks)
UNIT - II
- a). Discuss various membership functions in Fuzzy theory (7 Marks)
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b). Explain in detail about various Fuzzy set relations. (7 Marks)
OR
Analyse how fuzzy logic is implemented for classification problem with suitable example (14 Marks)
UNIT - III
- Explain the training and classification process using discrete perceptron classifier (14 Marks)
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OR
Obtain output equations and weight update equations for a 3-layer feed forward neural network using Back propagation algorithm and also discuss about the limitations of Back propagation algorithm (14 Marks)
UNIT - IV
- a). What is the basic principle involved in the operation of Genetic Algorithm (7 Marks)
b). Discuss in detail about various methods involved in the reproduction operation (7 Marks)--- Content provided by FirstRanker.com ---
OR
a). With the help of flow chart explain the computational process of GA (7 Marks)
b). Write short notes on Single point cross over, Multi point cross over and uniform cross over. (7 Marks)
UNIT - V
- Design Fuzzy PID controller for Load frequency problem (14 Marks)
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OR
a). Analyse how AI is applicable for speed control problem of DC motor (10 Marks)
b). List various emerging topics where AI techniques are useful (4 Marks)
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