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
 

Contact us

P Santhi Thilagam
Associate Professor and Head
Department of CSE, NITK, Surathkal
P. O. Srinivasnagar, Mangalore - 575 025
Karnataka, India.

  • Hot line: +91-0824-2474060

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