Outline of Syllabus
C14:-AI And Neural Networks
Topic
Duration (Hrs)
1
Scope of AI and neural Networks
02
2
Problem Solving and Search
06
3
Knowledge Representation and Reasoning
08
4
Uncertainty Management
08
5
AI Programming Languages
08
6
Intelligent Planning
04
7
Machine Learning Using neural networks
13
8
Application of AI and Neural Techniques
12
Lecture =60
Practical =60
Total class =120
Practical =60
Total class =120
BOOKS RECOMMENDED FOR READING AND REFERENCE
MAIN READING
- S. Russel and P. Norvig, "Artificial Intelligence, A modern Approach"
- E. Rice and K. Knight, "Artificial Intelligence"
- S. Haykin, "Neural Network, A Comprehensive Foundation"
- Clocksin & Mellish, " Programming in PROLOG"
SUPPLEMENTARY READING
- P.H .Winston , "Artificial Intelligence"
- R.J. Schalkoff, "Artificial Intelligence, an Engineering Approch"
- A. Konar, "Artificial Intelligence and Soft Computing"
- I. Bratko, "Programming for Artificial Intelligence"