Vishwakarma Institute of Technology B.E. (Electronics)
Vishwakarma Institute of Technology B.E. (Electronics)
Vishwakarma Institute of Technology B.E. (Electronics)
Create successful ePaper yourself
Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.
Bansilal Ramnath Agarwal Charitable Trust’s<br />
<strong>Vishwakarma</strong> <strong>Institute</strong> <strong>of</strong> <strong>Technology</strong>, Pune – 411 037<br />
Department <strong>of</strong> <strong>Electronics</strong> Engineering<br />
FF No. : 654<br />
EC42202 :: ARTIFICIAL INTELIGENCE<br />
Credits: 01<br />
Objectives:-<br />
• To understand AI representations and applications<br />
• To get familiar with Statistical and Probabilistic Reasoning<br />
• To understand neural network architecture<br />
• To realize expert system using architecture and case studies<br />
• Mapping with PEO : 2,3,4,6,7,8,9<br />
Teaching Scheme: - Tutorial 1 Hrs/Week<br />
List<br />
1. T o study <strong>of</strong> any game playing using non heuristic search technique.<br />
2. T o study <strong>of</strong> Eight tile puzzle.<br />
3. T o study <strong>of</strong> heuristic search technique like A*.<br />
4. T o study <strong>of</strong> heuristic search technique like AO*.<br />
5. T o study <strong>of</strong> heuristic search technique like Hill Climbing.<br />
6. Neural network architecture for character recognition..<br />
7. Neural network architecture for pattern classification or clustering application.<br />
8. Build an Expert System.<br />
9. Mini-project (Individual task).<br />
Text Books<br />
1. Elain Rich and Kerin Knight, “Artificial Intelligence”<br />
2. Roberts, “Artificial Intelligence”<br />
Structure & Syllabus <strong>of</strong> B.E (<strong>Electronics</strong> ) Program – Pattern ‘C11’, Rev01, dt. 2/4/2011<br />
57
Change language