## Handbook of Genetic Algorithms (L. D. Davis)

- Melanie Mitchell
- Artif. Intell.
- 1998

A formalism for describing the dynamics of Genetic Algorithms (GAs) using methods from statistical mechanics is applied to the problem of generalization in a perceptron with binary weights. The dynamics are solved for the case where a new batch of training patterns is presented to each population member each generation, which considerably simpliies the… (More)