B.Tech-B.Tech Electrical Engineering 7th Sem EEE 7EE3 Artificial Intelligence Techniques 7E4173(Rajasthan Technical University-2011)
7E4173
B.Tech. VII Semester (MainlBack) Examination, Nov-Dec-2011
Electrical Engineering
7EE3 Artificial Intelligence Techniques
Time: 3 Hours
Maximum Marks: 80
Min. Passing Marks : 24
Unit - I
Q.1. a) What is Artificial Intelligence? Explain how an AI system is different from a conventional computing System. [8]
b) Wbat is Knowledge Based Expert System ? Discuss the use of KBES for artificial intelligence. [8]
OR
Q.1. a) Wbat is an AI Techniques? Discuss with suitable example. [8]
b) What are the different steps to solve an AI problem? [8]
Unit - II
Q.2. a) Distinguish between data, information and knowledge. Present an overview of knowledge representation methods. [8]
b) Explain the algorithm for steepest hill climbing? [8]
OR
Q.2. a) Give an example ofa problem for which breath first search would work better than depth first search. [8]
b) What are the differences between forward and backward chaining, discuss both with a suitable example. [8]
Unit - III
Q.3. a) Explain the learning principal of artificial neural network. [8]
b) Highlight the representation techniques of Perceptrons and also mention their limitations. [8]
OR
Q.3. a) What is activation functions and discuss the importance of activation function in learning of neural network? [8]
b) Write short notes on single-layer and multi-layer Perceptrons. [8]
Unit- IV
Q.4. a) What is unsupervised learning? What is the difference between supervised and unsupervised learning. [3,5]
b) Discuss the advantage and limitation of Back Propagationalgorithm. [4,4]
OR
Q.4. a) Discuss the use of Back propagation algorithm in learning of artificial neural network. [8]
b) Explain the Kohonen's algorithm. [8]
Unit- V
Q.5. a) Explain various properties of genetic algorithm. Discuss their application with examples. [8]
b) Write short notes on Defuzzification, Membership functions and fuzzy relation. [8]
OR
Q.5. a) What is fuzzy logic and explain how fuzzy logic is different from conventional method? [8]
b) Write short notes on mutation, scaling and fitness. [8]
| Earning: ₹ 5.00/- |
