The Annals of Applied Probability

On the minimal travel time needed to collect n items on a circle

Nelly Litvak and Willem R. van Zwet
Source: Ann. Appl. Probab. Volume 14, Number 2 (2004), 881-902.

Abstract

Consider n items located randomly on a circle of length 1. The locations of the items are assumed to be independent and uniformly distributed on [0,1). A picker starts at point 0 and has to collect all n items by moving along the circle at unit speed in either direction. In this paper we study the minimal travel time of the picker. We obtain upper bounds and analyze the exact travel time distribution. Further, we derive closed-form limiting results when n tends to infinity. We determine the behavior of the limiting distribution in a positive neighborhood of zero. The limiting random variable is closely related to exponential functionals associated with a Poisson process. These functionals occur in many areas and have been intensively studied in recent literature.

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Primary Subjects: 90B05
Secondary Subjects: 62E15, 60F05, 60G51
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Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.aoap/1082737116
Digital Object Identifier: doi:10.1214/105051604000000152
Mathematical Reviews number (MathSciNet): MR2052907
Zentralblatt MATH identifier: 02100759

References

Ali, M. M. and Obaidullah, M. (1982). Distribution of linear combination of exponential variates. Comm. Statist. Theory Methods 11 1453--1463.
Mathematical Reviews (MathSciNet): MR662896
Digital Object Identifier: doi:10.1080/03610928208828321
Zentralblatt MATH: 0511.62023
Askey, R. (1980). Ramanujan's extensions of the gamma and beta functions. Amer. Math. Monthly 87 346--359.
Mathematical Reviews (MathSciNet): MR567718
Digital Object Identifier: doi:10.2307/2321202
Bartholdi, J. J. III and Platzman, L. K. (1986). Retrieval strategies for a carousel conveyor. IIE Transactions 18 166--173.
Bertoin, J. and Yor, M. (2001). On subordinators, self-similar Markov processes and some factorizations of the exponential variable. Electron. Comm. Probab. 6 95--106.
Mathematical Reviews (MathSciNet): MR1871698
Bertoin, J. and Yor, M. (2002a). On the entire moments of self-similar Markov processes and exponential functionals of Lévy processes. Ann. Fac. Sci. Toulouse Math. (6) 11 33--45.
Mathematical Reviews (MathSciNet): MR1986381
Bertoin, J. and Yor, M. (2002b). The entrance laws of self-similar Markov processes and exponential functionals of Lévy processes. Potential Anal. 17 389--400.
Mathematical Reviews (MathSciNet): MR1918243
Digital Object Identifier: doi:10.1023/A:1016377720516
Bertoin, J., Biane, P. and Yor, M. (2002). Poissonian exponential functionals, $q$-series, $q$-integrals, and the moment problem for log-normal distributions. Technical Report PMA-705, Univ. Paris 6, Laboratoire de Probabilités.
Carmona, P., Petit, F. and Yor, M. (1997). On the distribution and asymptotic results for exponential functionals of Lévy processes. In Exponential Functionals and Principal Values Related to Brownian Motion (M. Yor, ed.) 73--130. Iberoamericana, Madrid.
Mathematical Reviews (MathSciNet): MR1648657
Davis, R. A. and Resnick, S. I. (1991). Extremes of moving averages of random variables with finite endpoint. Ann. Probab. 19 312--328.
Mathematical Reviews (MathSciNet): MR1085338
Digital Object Identifier: doi:10.1214/aop/1176990546
Project Euclid: euclid.aop/1176990546
Zentralblatt MATH: 0726.60038
Dumas, V., Guillemin, F. and Robert, Ph. (2002). A Markovian analysis of additive-increase multiplicative-decrease algorithms. Adv. in Appl. Probab. 34 85--111.
Mathematical Reviews (MathSciNet): MR1895332
Digital Object Identifier: doi:10.1239/aap/1019160951
Project Euclid: euclid.aap/1019160951
Zentralblatt MATH: 1002.60091
Feller, W. (1970). An Introduction to Probability Theory and Its Applications $\mathbfII$. Wiley, London.
Gasper, G. and Rahman, M. (1990). Basic Hypergeometric Series. Cambridge Univ. Press.
Mathematical Reviews (MathSciNet): MR1052153
Zentralblatt MATH: 0695.33001
Guillemin, F., Robert, Ph. and Zwart, B. (2002). AIMD algorithms and exponential functionals. Technical Report 4447, INRIA.
Litvak, N. and Adan, I. (2001). The travel time in carousel systems under the nearest item heuristic. J. Appl. Probab. 38 45--54.
Mathematical Reviews (MathSciNet): MR1816112
Digital Object Identifier: doi:10.1239/jap/996986642
Project Euclid: euclid.jap/996986642
Zentralblatt MATH: 0989.60024
Litvak, N. and Adan, I. (2002). On a class of order pick strategies in paternosters. Oper. Res. Lett. 30 377--386.
Mathematical Reviews (MathSciNet): MR1939740
Digital Object Identifier: doi:10.1016/S0167-6377(02)00154-2
Zentralblatt MATH: 1013.90094
Litvak, N. (2001). Some peculiarities of exponential random variables. J. Appl. Probab. 38 787--792.
Mathematical Reviews (MathSciNet): MR1860217
Digital Object Identifier: doi:10.1239/jap/1005091043
Project Euclid: euclid.jap/1005091043
Zentralblatt MATH: 0995.62008
Pyke, R. (1965). Spacings. J. R. Stat. Soc. Ser. B Stat. Methodol. 27 395--449.
Mathematical Reviews (MathSciNet): MR216622
Yor, M. (2001). Exponential Functionals of Brownian Motion and Related Processes. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1854494
Zentralblatt MATH: 0999.60004

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The Annals of Applied Probability

The Annals of Applied Probability