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