Advanced search and optimization techniques


Topics

  1. Introduction
  2. Evolutionary algorithms
  3. Genetic algorithms
  4. Cars
  5. Evolution strategies;
  6. Evolutionary programming;
  7. example
  8. Genetic programming
  9. Parameter testing/control
  10. genetic walkers; eaters
  11. Memetic algorithms
  12. Other bio-inspired methods (PSO,DE, ABC, Firefly, EO) examples
  13. Ant colony optimization , example
  14. Neural networks intro
  15. Multiobjective otpimization
  16. Dynamic optimization
  17. Game theory and EC

Project topics

  1. Optimization - large scale
  2. Multiobjective optimization
  3. Multimodal optimization
  4. Dynamic optimization
  5. Combinatorial optimization
  6. Complex networks
  7. Game theory
  8. Evolutionary art

Various aricles

Rodica Ioana LUNG
rodica punct lung at econ punct ubbcluj punct ro
econ.ubbcluj.ro/~rodica.lung
FSEGA, office 230

Assessment:

  1. Project: A simple EA (implementation) - 20%;
  2. Research project: 80%;