Evolutionary Computing
Course Name:
Evolutionary Computing(CS903)
Programme:
Ph.D
Credits (L-T-P):
04(3-1-0)
Content:
Introduction to Evolutionary Computation, Search Operators , Selection Schemes, Search Operators and Representations , Evolutionary Combinatorial Optimisation , Co-evolution, Niching and Speciation, Constraint Handling , Genetic Programming , Multi objective Evolutionary Optimisation, Learning Classifier Systems ,Theoretical Analysis of Evolutionary Algorithms.
References:
1. Baeck T., D. B. Fogel, and Z. Michalewicz (eds.), "Handbook on Evolutionary Computation", IOP Press.
2. Z Michalewicz, "Genetic Algorithms + Data Structures = Evolution Programs" ,3rd edition, Springer-Verlag,1996.
3. Goldberg D E, "Genetic Algorithms in Search, Optimisation & Machine Learning", Addison-Wesley, 1989.
Department:
Computer Science and Engineering