Topics of “Evolutionary Programming”

Topics of “Evolutionary Programming”

• Introduction to Genetic Algorithms (GA) and Evolutionary Programming (EP). Theory of GAs. Genetic Operators. Application of GA/EP technology to:
  • Numerical and Symbolic Optimization Problems
  • Heuristic Search
  • Machine Learning
• Brief Introduction to the Field of Artificial Life centering on
  • Cellular Automata and Emergent Behavior
  • Simulation of Biological Systems
  • Computer Viruses and other Computer Life FormsComposition of the class:Evolutionary Programming/Genetic Algorithms 80%Artificial Life 20%

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