 A nonoptimal cladogram will be selected if the program settles on a local minimum rather than the desired global minimum.To help solve this problem, many cladogram algorithms use a simulated annealing approach to increase the likelihood that the selected cladogram is the optimal one.The basal position is the direction of the base (or root) of a rooted phylogenetic tree or cladogram.