Evolutive computing in artificial intelligence |
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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 |