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Stationary distributions for dams with additive input and content-dependent release rate

Published online by Cambridge University Press:  01 July 2016

P. J. Brockwell*
Affiliation:
La Trobe University, Victoria
*
Now at Colorado State University, Fort Collins, Colorado.

Abstract

Conditions are derived under which a probability measure on the Borel subsets of [0, ∞) is a stationary distribution for the content {Xt} of an infinite dam whose cumulative input {At} is a pure-jump Lévy process and whose release rate is a non-decreasing continuous function r(·) of the content. The conditions are used to find stationary distributions in a number of special cases, in particular when and when r(x) = xα and {At} is stable with index β ∊ (0, 1). In general if EAt, < ∞ and r(0 +) > 0 it is shown that the condition sup r(x)>EA1 is necessary and sufficient for a stationary distribution to exist, a stationary distribution being found explicitly when the conditions are satisfied. If sup r(x)>EA1 it is shown that there is at most one stationary distribution and that if there is one then it is the limiting distribution of {Xt} as t → ∞. For {At} stable with index β and r(x) = xα, α + β = 1, we show also that complementing results of Brockwell and Chung for the zero-set of {Xt} in the cases α + β < 1 and α + β > 1. We conclude with a brief treatment of the finite dam, regarded as a limiting case of infinite dams with suitably chosen release functions.

Type
Research Article
Copyright
Copyright © Applied Probability Trust 1977 

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References

[1] Breiman, L. (1968) Probability. Addison-Wesley, Reading, Mass. Google Scholar
[2] Brockwell, P. J. and Chung, K. L. (1975) Emptiness times of a dam with stable input and general release rule. J. Appl. Prob. 12, 212217.Google Scholar
[3] Çinlar, E. (1972) A local time for a storage process. Ann. Prob. 3, 930951.Google Scholar
[4] Çinlar, E. and Pinsky, M. (1971) A stochastic integral in storage theory, Z. Wahrscheinlichkeitsth. 2, 180224.Google Scholar
[5] Çinlar, E. and Pinsky, M. (1972) On dams with additive inputs and general release rule. J. Appl. Prob. 9, 422429.Google Scholar
[6] Feller, W. (1971) An Introduction to Probability Theory and its Applications, Vol 2, 2nd edn. Wiley, New York.Google Scholar
[7] Harrison, J. M. and Resnick, S. I. (1976) The stationary distribution and first exit probabilities of a storage process with general release rule. Maths. Opns. Res. 1, 347358.Google Scholar
[8] Kendall, D. G. (1957) Some problems in the theory of dams. J. R. Statist. Soc. B 19, 207212.Google Scholar
[9] Moran, P. A. P. (1969) A theory of dams with continuous input and a general release rule. J. Appl. Prob. 6, 8898.Google Scholar
[10] Moran, P. A. P. (1959) The Theory of Storage. Methuen, London.Google Scholar
[11] Yeo, G. F. (1974) A dam with general release rule. Report LiH-MAT-R–74–1, Department of Mathematics, Linköping University.Google Scholar