will’ converge’ with’ any’ speed needed, i.e. starting with an xp₀ in a neigbourhood of x*, xp_N will for for some small value of N give x* within the precision you need. And it will do so even if the ’standard’ iteration x_n+1:= x_n+ F(x_n) is divergent.