Module Description Lecture Slides The missing english slides will be available soon.
  1. Introduction
  2. Metaheuristics and related Optimization Techniques  I/II
  3. Encoding, Fitness, Selection
  4. Variation and genetic Operators
  5. Metaheuristics and related Optimization Techniques II/II (german)
  6. The Schema Theorem, No Free Lunch (german)
  7. Genetic Programming (german)
  8. Evolution Strategies and Behavior Simulation
  9. Parallelization, Random Numbers
  10. Multi-Criteria Optimization (german)
  11. Application Examples (german)
  12. Software
Excercises (german)
  1. Evolutions Theorie, Genetik, Optimization Problems
  2. Minimax, Alpha-Beta, Nine Men's Morris
  3. Evolutions Theorie, n-Queen-Problem
  4. Lokal Search Algorithms, Traveling Salesman Problem, Scatter Search
  5. Gray-Codes, Roulette-wheel Selection, Selection Pressure
  6. Fitness function, Selections Method
  7. Recombination Methods
  8. Differential Evolution, Knight Problem, Ant Colony Optimization Algorithms
  9. The Schema Theorem
  10. Genetic Programming, n-Queen-Problem, Pack Problems
  11. Evolution Strategies, Tournament Selection, Iteriertiv Prisoner's Dilemma
  12. Iteriertiv Prisoner's Dilemma
  13. Duble Pyramid and Lacertidae, Blackjack
Exams