Universitatea Babeş-Bolyai Cluj-Napoca
Facultatea de Matematică şi Informatică
Ciclul de studii: Licenţă
Domeniul: Informatică
Programul de studii: Informatică - în limba engleză
Limba de predare: Engleză

SYLLABUS

I. General data
Code	Subject	
MII0001	Artificial Intelligence	

Semester	Hours: C+S+L+P	Category	Status	
4	2+1+1+0	speciality	compulsory	

II. Full status faculty members
Name and	Scientific	Didactic	Chair	Type of activity	
surname	title	title		C	S	L	
GROSAN Crina Daniela	Ph.D.	Lect.	Programming  Languages and Methods	*			

Associated faculty members
Name and	Scientific	Institution	Type of	Type of activity	
surname	title		position	C	S	L	

III. Course objectives
Supply an introduction to the field of AI.
Give the basic notion, techniques ans algorithms of AI.
Suplly the background for advanced AI courses.	

IV. Course contents
1. Logical-symbolic paradigm of AI
2. Problem solving techniques
3. Knowledge representation in AI
4. Learning in AI systems
5. Conectionism
6. Perceptron model
7. Learning by LMS
8. Associative networks
9. Hoppfield model
10. Back propagation	

V. Bibliography
DUMITRESCU,D.,B Lazzerini,Evolutionary Computation, CRC Press, New York, Boca Raton, 2000
DUMITRESCU,D.,B Lazzerini,Fuzzy Sets and treir Application in Training and Clustering , CRC Press, New York, Boca Raton, 2000
DUMITRESCU, D.,Principiile  Inteligentei artificiale,  Editura Albastra, Cluj,2000.
DUMITRESCU, D.,Principiile  teoriei clasificarii,  Editura Academiei, Bucuresti,2000.
DUMITRESCU, D.,Algoritmi genetici si strategii evolutive. Aplicatii in Inteligenta      Artificiala,  Editura Albastra, Cluj,2000.
DUMITRESCU, D., Inteligenta artificiala,  Univ. "Babes-Bolyai", 1995.
DUMITRESCU, D., Modele conexioniste in Inteligenta Artificiala, Univ. "Babes-Bolyai", 1995.
DUMITRESCU, D., Retele Neuronale, Teora, 1997
MALITA, M., Bazele matematice ale Inteligentei Artificiale, Ed.Tehnica, 1988.
PATRIDGE, D., Artificial Intelligence. Aplications in the future of software engineering, Ellis Harwood Series in A.I., John Wiley & Sons, New York 1986.
RICH, E. Artificial Intelligence, Mc.Graw Hill, 1989.
WINSTON, P., Inteligenta artificiala, Ed.Tehnica, 1980.
GOLDBERG, D. E., Genetic Algorithm. Addison-Wesley, Reading, 1989.	

VI. Thematic of didactic activities per weeks

VII. Didactic methods used

VIII. Assessment

IX. Additional references

	Dean,							Chair head,

	Date,							Course responsible,
								Lect. GROSAN Crina Daniela, Ph.D.