 They do not take into account the transition probabilities between states, and it is thus possible to get states at two moments (t and t+1) that are both most probable at those time points but which have very little probability of occurring together, i.e.formula_55.The most probable sequence of states that produced an observation sequence can be found using the Viterbi algorithm.