We consider a simple neutral model to describe the genealogy of chromosomes
by taking into account the effects of both recombination and coalescence.
Seen as a statistical physics problem, the model looks like an inverse prob
lem: A number of properties such as pair or three-point correlations can be
computed easily, but the prediction of global properties, in particular th
e average number of ancestors, remains difficult. In the absence of exact s
olutions, these global properties can nevertheless be estimated by the usua
l approximations: series expansions, Monte Carlo simulations, mean-field th
eory. Simulations exhibit also non-self-averaging properties similar to tho
se of mean-field spin glasses.