This is just an approximation of the true lower bound, and bad estimates can lead to search errors.
the hope is that by choosing the right value of i, these estimates will be accurate enough to affect the search quality only slightly, which is analogous to "almost admissible" heuristics in A* search (Soricut, 2006).