Advanced methods in evolutive computing |
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Teaching Staff in Charge |
Prof. DUMITRESCU Dan Dumitru, Ph.D., ddumitr@cs.ubbcluj.ro |
Aims |
Content |
1. Non-standard population models
2. Adaptive parameter setting 3. Encoding solutions - advanced models 4. Adaptive encoding 5. Evolutionary multimodel optimisation 6. Co-evolutionary population models 7. Evolutionary learning 8. Cultural algorithms |
References |
1. Back, T. Fogel,.D.B., Handbook of Evolutionary Computation, Oxford University Press, New York, 1997.
2. Goldberg, D. E., Genetic Algorithms in Search, Optimization , and Machine Learning, Addison , Reading, 1989. 3. Michalewicz, Z., Genetic Algorithms+ Data Structures= Evolution Programs, Springer, Berlin, 1992. 4. Dumitrescu, D., Algoritimi Genetici si Strategii Evolutive, Editura Albastra, Cluj_Napoca, 2000. 5. Dumitrescu, D., Lazzerini, B. , Evolutionary Computation , CRC Press, Boca Raton , New York, 2000. 6. Dumitrescu , D., Evolutionary Optimization, to appear. |
Assessment |