About this document
Genetic Algorithm Selection Methods by Filip Niszewski is a document available to read on EtoBox.
The document discusses six common selection methods used in genetic algorithms: roulette wheel selection, stochastic universal sampling, linear rank selection, exponential rank selection, tournament selection, and truncation selection. It then proposes a technique to help reduce the dependence of genetic algorithm performance on the choice of selection method and provides numerical results illustrating the efficiency of the proposed technique.
- Author
- Filip Niszewski
- Language
- EN