Artificial Intelligence and Expert Systems
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DEPARTMENT FOR COMPUTER SCIENCE
UNDERGRADUATE COURSE
4. YEAR : WINTER SEMESTER

week
TITLE OF LECTURE
1
 Artificial Intelligence
Introduction and Terminology
2
 Solution Searching
TechniquesIntroduction and Terminology
3
 Solution Searching
TechniquesBlind searching methods
4
 Solution Searching
TechniquesHeuristic methods
5
 Expert Systems
Introduction and Terminology
6
 Expert Systems
Environment and Applications
7
 Expert Systems
Knowledge Engineer
8
 Expert Systems
Knowledge Presentation
9
 Expert Systems
Strategies of Explanations
10
 Expert Systems
Inferenc Mechanisms
11
 Expert Systems
Case Examples
12
 Software Agents
Terminology and Classes
13
 Software Agents
Applications in Telecommunication
14
 Software Agents
Case Examples


DEPARTMENT FOR COMPUTER SCIENCE
UNDERGRADUATE COURSE
4. YEAR : SUMMER SEMESTER

week
TITLE OF LECTURE
1
 Soft Computing
Optimization Approach
2
 Fuzzy Logic
Fuzzy sets, numbers, operators and modifiers
3
 Fuzzy Logic
Fuzzy Relations and Compositions
4
 Fuzzy Logic
Generalized Modus Ponens
5
 Fuzzy Logic
Mamdani, Sugeno, Tsukamoto Inference Algorithms
6
 Fuzzy Logic
Case Examples
7
 Neural Networks
Models, Functionality, Classes
8
 Neural Networks
Perceptron Learning Rule
9
 Neural Networks
Linear Networks Widrow Hoff Delta Learning Rule
10
 Neural Networks
Multilayer Neural Networks and Backpropagation Training
11
 Neural Networks
Case Examples
12
 Evolutionary Computation
Terminology and Classes
13
 Genetic Algorithms
Optimization
14
 Genetic Algorithms
Case Examples

 
Update 07.10.2009