Babes-Bolyai University of Cluj-Napoca
Faculty of Mathematics and Computer Science
Study Cycle: Graduate

SUBJECT

Code
Subject
MII0001 Artificial Intelligence
Section
Semester
Hours: C+S+L
Category
Type
Computer Science
4
2+1+1
speciality
compulsory
Mathematics and Computer Science
6
2+1+1
speciality
compulsory
Information engineering
6
2+1+1
compulsory
Teaching Staff in Charge
Prof. DUMITRESCU Dan Dumitru, Ph.D.,  ddumitrcs.ubbcluj.ro
Assoc.Prof. OLTEAN Mihai, Ph.D.,  molteancs.ubbcluj.ro
Assoc.Prof. CSATO Lehel, Ph.D.,  csatolcs.ubbcluj.ro
Aims
Supply an introduction to the field of AI.
Give the basic notion, techniques ans algorithms of AI.
Suplly the background for advanced AI courses.
Content
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
References
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.
Assessment
Links: Syllabus for all subjects
Romanian version for this subject
Rtf format for this subject