For a given Bonus Malus system, let s (k) denote the next state of a policyholder who was in state I in the previous year and who made a total of k claims in that year. If we suppose that the number of yearly claims made by a particular policyholder is a Poisson random variable with parameter ramda, then the successive states of this policyholder will constitute a Markov chain with transition probabilities