In the Evolving Neural Networks through Augmenting Topologies (NEAT) paper it says (p. 110):
The entire population is then replaced by the offspring of the remaining organisms in each species.
But how does it take place? Are they paired and then mated? Could this lead to fast extinction? Or are they pair each with each other? This would lead to overpopulation very fast. How are individuals paired, in NEAT?