  In return for the long-standing contributions of Physics to Biology, now the
inverse way is frequently traveled through in order to think about many physics
phenomena. In this vein, evolutionary algorithms, particularly genetic
algorithms, are being more and more used as a tool to deal with several Physics
problems. Here, we show how to apply a genetic algorithm to describe the
homogeneous electron gas.
