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In this paper a series formula is developed for the time-dependent state probabilities for the M/M/1 queue and it is shown that the coefficients in this series satisfy simple recurrence relations which would allow for the rapid and efficient evaluation of the state probabilities. Furthermore, a closed form solution to these recurrence equations is obtained which leads to a simple formula for the transient state probabilities from which the steady state solution is readily isolated
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