MI017 | Artificial Intelligence |
Mathematics-Computer Science - in Hungarian |
Teaching Staff in Charge |
Prof. DUMITRESCU Dan Dumitru, Ph.D., ddumitrcs.ubbcluj.ro Assoc.Prof. SOOS Anna, Ph.D., asoosmath.ubbcluj.ro Lect. OLTEAN Mihai, Ph.D., molteancs.ubbcluj.ro Lect. CSATO Lehel, Ph.D., csatolcs.ubbcluj.ro Asist. GROSAN Crina Daniela, Ph.D., cgrosancs.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 |