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

Evolutive agents
Code
Semes-
ter
Hours: C+S+L
Credits
Type
Section
MI287
1
2+2+0
9
compulsory
Sisteme inteligente - în limba engleză
Teaching Staff in Charge
Prof. DUMITRESCU Dan Dumitru, Ph.D., ddumitr@cs.ubbcluj.ro
Aims
Content
1. Genetic algorithms (GAs)
2. Selection
3. Search operators for GAs
4. Population models
5. Parametter setting
6. Evolution strategies
7. Evolutionary programming
8. GAs for optimization problems
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, Boca Raton , New York, 2000.
Assessment