Elitism only means that the most fit handful of individuals are guaranteed a place in the next generation - generally without undergoing mutation. They should still be able to be selected as parents, in addition to being brought forward themselves.
That article does take a slightly odd approach to elitism. It suggests duplicating the most fit individual - that individual gets two reserved slots in the next generation. One of these slots is mutated, the other is not. That means that, in the next generation, at least one of those slots will reenter the general population as a parent, and possibly two if both are overtaken.
It does seem a viable approach. Either way - whether by selecting elites as parents while also perpetuating them, or by copying the elites and then mutating one - the elites should still be closely attached to the population at large so that they can share their beneficial genes around.
@Peladao's answer and comment are also absolutely spot on - especially on the need to maintain diversity and avoid premature convergence, and the elites should only represent a small portion of the population.