### Genetics algorithms and Genetic programming algorithms dynamics

**Tomáš Brandejský**

#### Abstract

The paper deals with GA and GPA dynamics analysed from the position of Hamiltonian mechanics. On the base of GA and especially GPA state space geometry and measure analysis the Hamiltonian of GA and GPA gene energy are defined. The paper analyses both continuous (GA) and non-continuous (GA and GPA) state spaces. The paper conclude with discussion of possible results obtained on the base of Hamiltonian mechanics analysis of GPA behaviours.

#### Keywords

Genetic Algorithms, Genetic Programming Algorithms, Artificial Intelligence, Hamiltonian mechanics, Chaos 2008-12-15

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