"Babes-Bolyai" University of Cluj-Napoca
Faculty of Mathematics and Computer Science

Evolutive computing in artificial intelligence
Code
Semes-
ter
Hours: C+S+L
Credits
Type
Section
MI078
8
2+0+2
10
optional
Informatică
Teaching Staff in Charge
Prof. DUMITRESCU Dan Dumitru, Ph.D., ddumitr@cs.ubbcluj.ro
Aims
Content
1. Evolutionary algortithms
2. Genetic algorithms
3. Learning machines
4. Decision trees
5. Evolutionary clusttering
6. Evolutionary pattern recognition
7. Evolutionary learning in AI
8. Evolutionary neural network
References
1. Goldberg, D. E., Genetic Algorithms in Search, Optimization , and Machine Learning, Addison , Reading, 1989.
2. Michalewicz, Z., Genetic Algorithms + Data Structures = Evolution Programs, Springer, Berlin, 1992.
3. Dumitrescu, D. Algoritimi Genetici si Strategii Evolutive, Editura Albastra, Cluj-Napoca, 2000.
4. Dumitrescu, D.,Lazzerini, B. , Evolutionary Computation , CRC Press, Baca Raton , New York, 2000.
5. Dumitrescu, D., Principiile Matematice ale Teoriei Clasificarii, EDitura Academiei, Bucuresti, 1999.
6. Dumitrescu, D. , Retele neuronale, Editura Teora, Bucuresti, 1996.
Assessment