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Basic Details:

  • Course Code: EM 504
  • Credits: 2
  • Pre-requisites: None
  • Compulsory/Optional: Optional

Couse Content:

Terminology Concept of natural evolution, Biological terminology

Basic genetic operators; reproduction, crossover, mutation; computer implementation, size of populations, applications

Binary and floating point representations, Fine local tuning, Handling constrained problems, Applications

Comparision of evolution strategies and genetic algorithms, Multimodel optimization, Multiobjective optimization

Evolution Programs for discrete problems, Machine learning, Evolution programs and heuristics, Applications

Time Allocation (Hours):

Lectures
0
Tutorials
0

Assessment:

In - course:

Continuous Assessment
40%

End-semester:

End of Semester Examination
60%