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Computation of Autocorrelations of Interdeparture Times by Numerical Transform Inversion

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Abstract

The generating function of the autocorrelations of the interdeparture times in stationary M/G/1 and GI/M/1 systems involves the probability generating function of the number of customers served in a busy period. The latter function is implicitly determined as a solution to a functional equation. Standard methods for the numerical inversion of generating functions require the values of these functions at many complex arguments. A recently discovered substitution method for contour integrals allows the numerical inversion of implicitly determined generating functions without the numerical solution of the functional equations.

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References

  1. J. Abate and W. Whitt, The Fourier-series method for inverting transforms of probability distributions, Queueing Systems 10 (1992) 5-87.

    Google Scholar 

  2. J. Abate and W. Whitt, Numerical inversion of probability generating functions, Oper. Res. Lett. 12 (1992) 245-251.

    Google Scholar 

  3. J. Abate and W. Whitt, Solving probability transform functional equations for numerical inversion, Oper. Res. Lett. 12 (1992) 275-281.

    Google Scholar 

  4. J.P.C. Blanc, On the numerical inversion of busy-period related transforms, Oper. Res. Lett. 30 (2002) 33-42.

    Google Scholar 

  5. P.J. Burke, The output of a queueing system, Oper. Res. 4 (1956) 699-704.

    Google Scholar 

  6. G.L. Choudhury, D.M. Lucantoni and W. Whitt, Multi-dimensional transform inversion with applications to the transient M/G/1 queue, Ann. Appl. Prob. 4 (1994) 719-740.

    Google Scholar 

  7. J.W. Cohen, The Single Server Queue, 2nd ed. (North-Holland, Amsterdam, 1982).

    Google Scholar 

  8. D.J. Daley, The correlation structure of the output process of some single server queueing systems, Ann. Math. Statist. 39 (1968) 1007-1019.

    Google Scholar 

  9. D.J. Daley, Queueing output processes, Adv. Appl. Prob. 8 (1976) 395-415.

    Google Scholar 

  10. P.D. Finch, The output process of the queueing system M/G/1, J. Roy. Statist. Soc. Ser. B 21 (1959) 375-380.

    Google Scholar 

  11. J.-Q. Hu, The departure process of the GI/G/1 queue and its MacLaurin series, Oper. Res. 44 (1996) 810-815.

    Google Scholar 

  12. J.H. Jenkins, On the correlation structure of the departure process of the M/E?/1 queue, J. Roy. Statist. Soc. Ser. B 28 (1966) 336-344.

    Google Scholar 

  13. J.F.C. Kingman, On queues in heavy traffic, J. Roy. Statist. Soc. Ser. B 24 (1962) 383-392.

    Google Scholar 

  14. K.T. Marshall, Some inequalities in queueing, Oper. Res. 16 (1968) 651-665.

    Google Scholar 

  15. C.D. Pack, The output of an M/D/1 queue, Oper. Res. 23 (1975) 750-760.

    Google Scholar 

  16. E. Reich, Waiting times when queues are in tandem, Ann. Math. Statist. 28 (1957) 768-773.

    Google Scholar 

  17. D.V. Widder, The Laplace Transform (Princeton Univ. Press, Princeton, 1941).

    Google Scholar 

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Blanc, J. Computation of Autocorrelations of Interdeparture Times by Numerical Transform Inversion. Annals of Operations Research 112, 83–100 (2002). https://doi.org/10.1023/A:1020976904635

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