Hostname: page-component-586b7cd67f-2plfb Total loading time: 0 Render date: 2024-11-27T22:24:22.260Z Has data issue: false hasContentIssue false

A note on the existence of regeneration times

Published online by Cambridge University Press:  14 July 2016

Karl Sigman*
Affiliation:
Columbia University
Hermann Thorisson*
Affiliation:
University of Iceland
Ronald W. Wolff*
Affiliation:
University of California at Berkeley
*
Postal address: Department of Industrial Engineering and Operations Research, Columbia University, Mudd Building NY, NY 10027–6699, USA., e-mail: [email protected]
∗∗Postal address: Science Institute-University of Iceland, Dunhaga 3, 107 Reykjavik, Iceland. e-mail: [email protected]
∗∗∗Postal address: Department of Industrial Engineering and Operations Research, University of California at Berkeley, Etcheverry Hall, Berkeley, CA 94720, USA.

Abstract

We rigorously prove that for a stochastic process, , the existence of a first regeneration time, R1, implies the existence of an infinite sequence of such times, {R1, R2, · ·· }, and hence that the definition of regenerative process need only demand the existence of a first regeneration time. Here we include very general processes up to and including processes where cycles are stationary but not necessarily independent and identically distributed.

MSC classification

Type
Research Article
Copyright
Copyright © Applied Probability Trust 1994 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Ash, R. B. (1972) Real Analysis and Probability. Academic Press, New York.Google Scholar
Asmussen, S. (1987) Applied Probability and Queues. Wiley, New York.Google Scholar
Franken, P., König, D., Arndt, U. and Schmidt, V. (1982) Queues and Point Processes. Akademie-Verlag, Berlin.Google Scholar
Glynn, P. and Sigman, K. (1992) Uniform Cesaro limit theorems for synchronous processes. Stoch. Proc. Appl. 40, 2944.CrossRefGoogle Scholar
Rolski, T. (1981) Stationary Random Processes Associated with Point Processes. Lecture Notes in Statistics, Springer-Verlag, Berlin.CrossRefGoogle Scholar
Smith, W. L. (1955) Regenerative stochastic processes. Proc. R. Soc. A 232, 631.Google Scholar
Sigman, K. (1994) Stationary Marked Point Processes: An Intuitive Approach. Chapman and Hall, New York.Google Scholar
Sverchkov, M. (1993) On wide-sense regeneration. In Stability Problems for Stochastic Models. Proceedings from the Suzdal Meeting. Lecture Notes in Mathematics, Springer-Verlag, Berlin.Google Scholar
Thorisson, H. (1983) The coupling of regenerative processes. Adv. Appl. Prob. 15, 531561.Google Scholar
Thorisson, H. (1992) Construction of a stationary regenerative process. Stoch. Proc. Appl. 42, 237253.Google Scholar
Thorisson, H. (1994) On time-and-cycle-stationarity. Stoch. Proc. Appl. To appear.Google Scholar
Wolff, R. W. (1989) Stochastic Modeling and the Theory of Queues. Prentice-Hall, Englewood Cliffs, NJ.Google Scholar